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1 {
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2 "cells": [
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3 {
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4 "cell_type": "code",
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5 "execution_count": 15,
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6 "metadata": {},
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7 "outputs": [
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8 {
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9 "name": "stdout",
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10 "output_type": "stream",
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11 "text": [
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12 "The autoreload extension is already loaded. To reload it, use:\n",
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13 " %reload_ext autoreload\n"
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14 ]
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15 }
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16 ],
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17 "source": [
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m@15
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18 "import numpy as np\n",
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m@42
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19 "import pandas as pd\n",
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m@15
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20 "\n",
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m@15
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21 "%matplotlib inline\n",
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m@15
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22 "import matplotlib.pyplot as plt\n",
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m@15
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23 "\n",
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m@15
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24 "%load_ext autoreload\n",
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m@15
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25 "%autoreload 2\n",
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26 "\n",
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m@15
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27 "import sys\n",
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m@15
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28 "sys.path.append('../')\n",
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m@15
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29 "import scripts.load_dataset as load_dataset\n",
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m@15
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30 "import scripts.map_and_average as mapper\n",
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m@42
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31 "import scripts.classification as classification\n",
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Maria@18
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32 "import scripts.outliers as outliers"
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33 ]
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34 },
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35 {
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36 "cell_type": "code",
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37 "execution_count": 2,
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38 "metadata": {
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39 "collapsed": true
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40 },
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41 "outputs": [],
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42 "source": [
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m@17
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43 "OUTPUT_FILES = load_dataset.OUTPUT_FILES\n",
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m@42
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44 "n_iters = 10"
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45 ]
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46 },
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47 {
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48 "cell_type": "code",
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49 "execution_count": 5,
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50 "metadata": {},
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51 "outputs": [
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52 {
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53 "data": {
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54 "text/plain": [
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55 "(8396, 108)"
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56 ]
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57 },
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58 "execution_count": 5,
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59 "metadata": {},
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60 "output_type": "execute_result"
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61 }
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62 ],
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63 "source": [
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64 "df = load_dataset.sample_dataset(csv_file=load_dataset.METADATA_FILE)\n",
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65 "df.shape"
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66 ]
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67 },
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68 {
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69 "cell_type": "code",
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70 "execution_count": 48,
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71 "metadata": {},
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72 "outputs": [
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73 {
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74 "name": "stdout",
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75 "output_type": "stream",
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76 "text": [
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77 "(45, 3600)\n",
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78 "(45, 3600)\n"
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79 ]
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80 },
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81 {
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82 "data": {
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83 "text/html": [
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84 "<div>\n",
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85 "<table border=\"1\" class=\"dataframe\">\n",
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86 " <thead>\n",
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87 " <tr style=\"text-align: right;\">\n",
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88 " <th></th>\n",
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89 " <th>0</th>\n",
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90 " <th>1</th>\n",
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91 " <th>2</th>\n",
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92 " <th>3</th>\n",
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93 " <th>4</th>\n",
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94 " <th>5</th>\n",
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95 " <th>6</th>\n",
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96 " <th>7</th>\n",
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97 " <th>8</th>\n",
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98 " <th>9</th>\n",
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m@26
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99 " <th>...</th>\n",
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100 " <th>3590</th>\n",
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101 " <th>3591</th>\n",
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102 " <th>3592</th>\n",
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103 " <th>3593</th>\n",
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104 " <th>3594</th>\n",
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105 " <th>3595</th>\n",
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106 " <th>3596</th>\n",
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107 " <th>3597</th>\n",
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108 " <th>3598</th>\n",
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109 " <th>3599</th>\n",
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110 " </tr>\n",
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111 " </thead>\n",
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112 " <tbody>\n",
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113 " <tr>\n",
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114 " <th>0</th>\n",
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m@26
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115 " <td>0</td>\n",
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m@26
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116 " <td>0.713115</td>\n",
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m@26
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117 " <td>0.523960</td>\n",
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m@26
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118 " <td>0.704918</td>\n",
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m@26
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119 " <td>0.445776</td>\n",
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m@26
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120 " <td>0.286885</td>\n",
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m@26
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121 " <td>0.426230</td>\n",
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m@26
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122 " <td>0.142497</td>\n",
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m@26
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123 " <td>0.127995</td>\n",
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m@26
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124 " <td>0.301387</td>\n",
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m@26
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125 " <td>...</td>\n",
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m@26
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126 " <td>0.157629</td>\n",
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m@26
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127 " <td>0.194199</td>\n",
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m@26
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128 " <td>0.227617</td>\n",
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m@26
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129 " <td>0.247793</td>\n",
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m@26
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130 " <td>0.297604</td>\n",
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m@26
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131 " <td>0.278058</td>\n",
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m@26
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132 " <td>0.366961</td>\n",
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m@26
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133 " <td>0.404792</td>\n",
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m@26
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134 " <td>0.508197</td>\n",
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m@26
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135 " <td>0</td>\n",
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m@26
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136 " </tr>\n",
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m@26
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137 " <tr>\n",
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m@26
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138 " <th>1</th>\n",
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m@26
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139 " <td>0</td>\n",
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m@26
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140 " <td>1.000000</td>\n",
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m@26
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141 " <td>0.495213</td>\n",
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m@26
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142 " <td>0.228458</td>\n",
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m@26
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143 " <td>0.141961</td>\n",
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m@26
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144 " <td>0.210300</td>\n",
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m@26
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145 " <td>0.063387</td>\n",
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m@26
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146 " <td>0.059426</td>\n",
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m@26
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147 " <td>0.138329</td>\n",
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m@26
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148 " <td>0.075272</td>\n",
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m@26
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149 " <td>...</td>\n",
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m@26
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150 " <td>0.132717</td>\n",
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m@26
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151 " <td>0.142621</td>\n",
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m@26
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152 " <td>0.162430</td>\n",
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m@26
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153 " <td>0.195774</td>\n",
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m@26
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154 " <td>0.252228</td>\n",
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m@26
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155 " <td>0.237702</td>\n",
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m@26
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156 " <td>0.297128</td>\n",
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m@26
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157 " <td>0.428854</td>\n",
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m@26
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158 " <td>0.530208</td>\n",
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m@26
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159 " <td>0</td>\n",
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m@26
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160 " </tr>\n",
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m@26
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161 " <tr>\n",
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m@26
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162 " <th>2</th>\n",
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m@26
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163 " <td>0</td>\n",
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m@26
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164 " <td>1.000000</td>\n",
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m@26
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165 " <td>0.495213</td>\n",
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m@26
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166 " <td>0.228458</td>\n",
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m@26
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167 " <td>0.141961</td>\n",
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m@26
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168 " <td>0.210300</td>\n",
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m@26
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169 " <td>0.063387</td>\n",
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m@26
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170 " <td>0.059426</td>\n",
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m@26
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171 " <td>0.138329</td>\n",
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m@26
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172 " <td>0.075272</td>\n",
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m@26
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173 " <td>...</td>\n",
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m@26
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174 " <td>0.132717</td>\n",
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m@26
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175 " <td>0.142621</td>\n",
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m@26
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176 " <td>0.162430</td>\n",
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m@26
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177 " <td>0.195774</td>\n",
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m@26
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178 " <td>0.252228</td>\n",
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m@26
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179 " <td>0.237702</td>\n",
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m@26
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180 " <td>0.297128</td>\n",
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m@26
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181 " <td>0.428854</td>\n",
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m@26
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182 " <td>0.530208</td>\n",
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m@26
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183 " <td>0</td>\n",
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m@26
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184 " </tr>\n",
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m@26
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185 " <tr>\n",
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m@26
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186 " <th>3</th>\n",
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m@26
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187 " <td>0</td>\n",
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m@26
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188 " <td>1.000000</td>\n",
|
|
m@26
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189 " <td>0.495213</td>\n",
|
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m@26
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190 " <td>0.228458</td>\n",
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m@26
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191 " <td>0.141961</td>\n",
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m@26
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192 " <td>0.210300</td>\n",
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m@26
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193 " <td>0.063387</td>\n",
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m@26
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194 " <td>0.059426</td>\n",
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m@26
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195 " <td>0.138329</td>\n",
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m@26
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196 " <td>0.075272</td>\n",
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m@26
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197 " <td>...</td>\n",
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m@26
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198 " <td>0.132717</td>\n",
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m@26
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199 " <td>0.142621</td>\n",
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m@26
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200 " <td>0.162430</td>\n",
|
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m@26
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201 " <td>0.195774</td>\n",
|
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m@26
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202 " <td>0.252228</td>\n",
|
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m@26
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203 " <td>0.237702</td>\n",
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m@26
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204 " <td>0.297128</td>\n",
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m@26
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205 " <td>0.428854</td>\n",
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m@26
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206 " <td>0.530208</td>\n",
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m@26
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207 " <td>0</td>\n",
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m@26
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208 " </tr>\n",
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m@26
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209 " <tr>\n",
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m@26
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210 " <th>4</th>\n",
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m@26
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211 " <td>0</td>\n",
|
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m@26
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212 " <td>1.000000</td>\n",
|
|
m@26
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213 " <td>0.495213</td>\n",
|
|
m@26
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214 " <td>0.228458</td>\n",
|
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m@26
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215 " <td>0.141961</td>\n",
|
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m@26
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216 " <td>0.210300</td>\n",
|
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m@26
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217 " <td>0.063387</td>\n",
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m@26
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218 " <td>0.059426</td>\n",
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m@26
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219 " <td>0.138329</td>\n",
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m@26
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220 " <td>0.075272</td>\n",
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m@26
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221 " <td>...</td>\n",
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m@26
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222 " <td>0.131066</td>\n",
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m@26
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223 " <td>0.139320</td>\n",
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m@26
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224 " <td>0.157478</td>\n",
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m@26
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225 " <td>0.192473</td>\n",
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m@26
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226 " <td>0.245626</td>\n",
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m@26
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227 " <td>0.234401</td>\n",
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m@26
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228 " <td>0.288874</td>\n",
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m@26
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229 " <td>0.422252</td>\n",
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m@26
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230 " <td>0.515352</td>\n",
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m@26
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231 " <td>0</td>\n",
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m@26
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232 " </tr>\n",
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m@26
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233 " </tbody>\n",
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m@26
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234 "</table>\n",
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235 "<p>5 rows × 3600 columns</p>\n",
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236 "</div>"
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237 ],
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238 "text/plain": [
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m@26
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239 " 0 1 2 3 4 5 6 7 \\\n",
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240 "0 0 0.713115 0.523960 0.704918 0.445776 0.286885 0.426230 0.142497 \n",
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m@26
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241 "1 0 1.000000 0.495213 0.228458 0.141961 0.210300 0.063387 0.059426 \n",
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m@26
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242 "2 0 1.000000 0.495213 0.228458 0.141961 0.210300 0.063387 0.059426 \n",
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m@26
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243 "3 0 1.000000 0.495213 0.228458 0.141961 0.210300 0.063387 0.059426 \n",
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m@26
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244 "4 0 1.000000 0.495213 0.228458 0.141961 0.210300 0.063387 0.059426 \n",
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245 "\n",
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m@26
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246 " 8 9 ... 3590 3591 3592 3593 3594 \\\n",
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m@26
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247 "0 0.127995 0.301387 ... 0.157629 0.194199 0.227617 0.247793 0.297604 \n",
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m@26
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248 "1 0.138329 0.075272 ... 0.132717 0.142621 0.162430 0.195774 0.252228 \n",
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m@26
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249 "2 0.138329 0.075272 ... 0.132717 0.142621 0.162430 0.195774 0.252228 \n",
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m@26
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250 "3 0.138329 0.075272 ... 0.132717 0.142621 0.162430 0.195774 0.252228 \n",
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m@26
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251 "4 0.138329 0.075272 ... 0.131066 0.139320 0.157478 0.192473 0.245626 \n",
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252 "\n",
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m@26
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253 " 3595 3596 3597 3598 3599 \n",
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m@26
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254 "0 0.278058 0.366961 0.404792 0.508197 0 \n",
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m@26
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255 "1 0.237702 0.297128 0.428854 0.530208 0 \n",
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m@26
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256 "2 0.237702 0.297128 0.428854 0.530208 0 \n",
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m@26
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257 "3 0.237702 0.297128 0.428854 0.530208 0 \n",
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m@26
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258 "4 0.234401 0.288874 0.422252 0.515352 0 \n",
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259 "\n",
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260 "[5 rows x 3600 columns]"
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261 ]
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262 },
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263 "execution_count": 48,
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264 "metadata": {},
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265 "output_type": "execute_result"
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266 }
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267 ],
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268 "source": [
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m@26
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269 "import pandas as pd\n",
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270 "import os\n",
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m@26
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271 "pb_df = pd.read_csv(os.path.join('/import/c4dm-04/mariap/FeatureCsvs/PB-melodia/', '49483_SampleAudio.csv'), header=None)\n",
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272 "print pb_df.shape\n",
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273 "pbihist = np.loadtxt(os.path.join('/import/c4dm-04/mariap/FeatureCsvs/PB-melodia/', '49483_SampleAudio.csv'), delimiter=',')\n",
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274 "print pbihist.shape\n",
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275 "pb_df.head()"
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276 ]
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277 },
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278 {
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279 "cell_type": "code",
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280 "execution_count": 52,
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281 "metadata": {},
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282 "outputs": [
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283 {
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284 "name": "stdout",
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285 "output_type": "stream",
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286 "text": [
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287 "0 0\n",
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288 "1 0\n",
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289 "2 0\n",
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290 "3 0\n",
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291 "4 0\n",
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292 "5 0\n",
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293 "6 0\n",
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294 "7 0\n",
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295 "8 0\n",
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296 "9 0\n",
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297 "10 0\n",
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298 "11 0\n",
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299 "12 0\n",
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300 "13 0\n",
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m@26
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405 "26 1.000000\n",
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406 "27 1.000000\n",
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425 ]
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426 },
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j8BbxwFt/mrCYCXc/9VkkGtCHiG08nvSs7EHPbEr62LYKvDMD7ZnFA5WzptHFioYMTp5t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\nxhzi/wP+tSnOiEfz1wAAAABJRU5ErkJggg==\n",
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m@26
|
430 "text/plain": [
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m@26
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431 "<matplotlib.figure.Figure at 0x7f6a5fd9e610>"
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m@26
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432 ]
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m@26
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433 },
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m@26
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434 "metadata": {},
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m@26
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435 "output_type": "display_data"
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m@26
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436 }
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m@26
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437 ],
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m@26
|
438 "source": [
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m@26
|
439 "%matplotlib inline\n",
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m@26
|
440 "import matplotlib.pyplot as plt\n",
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m@26
|
441 "plt.imshow(pb_df, aspect='auto')\n",
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m@26
|
442 "print pb_df.iloc[:, 0]\n",
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m@26
|
443 "print pb_df.iloc[:, -1]\n",
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m@26
|
444 "print pb_df.iloc[:, 1]"
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m@26
|
445 ]
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m@26
|
446 },
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m@26
|
447 {
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m@26
|
448 "cell_type": "code",
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m@26
|
449 "execution_count": 56,
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m@26
|
450 "metadata": {},
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m@26
|
451 "outputs": [
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m@26
|
452 {
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m@26
|
453 "data": {
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m@26
|
454 "text/plain": [
|
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m@26
|
455 "array([ 59, 1, 1, 1, 1, 733, 733, 733, 733, 733, 733, 733, 733,\n",
|
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m@26
|
456 " 733, 733, 60, 60, 60, 123, 123, 123, 182, 60, 1, 1, 1,\n",
|
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m@26
|
457 " 1, 1, 1, 1, 1, 1, 60, 792, 792, 59, 59, 59, 59,\n",
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m@26
|
458 " 59, 59, 59, 59, 59, 59])"
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m@26
|
459 ]
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m@26
|
460 },
|
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m@26
|
461 "execution_count": 56,
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m@26
|
462 "metadata": {},
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m@26
|
463 "output_type": "execute_result"
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m@26
|
464 }
|
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m@26
|
465 ],
|
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m@26
|
466 "source": [
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m@26
|
467 "np.argmax(pb_df.get_values(), axis=1)"
|
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m@23
|
468 ]
|
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m@23
|
469 },
|
|
m@23
|
470 {
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m@23
|
471 "cell_type": "code",
|
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m@23
|
472 "execution_count": 8,
|
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m@23
|
473 "metadata": {},
|
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m@23
|
474 "outputs": [
|
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m@23
|
475 {
|
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m@23
|
476 "data": {
|
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m@23
|
477 "text/html": [
|
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m@23
|
478 "<div>\n",
|
|
m@23
|
479 "<table border=\"1\" class=\"dataframe\">\n",
|
|
m@23
|
480 " <thead>\n",
|
|
m@23
|
481 " <tr style=\"text-align: right;\">\n",
|
|
m@23
|
482 " <th></th>\n",
|
|
m@23
|
483 " <th>AlbumTitle</th>\n",
|
|
m@23
|
484 " <th>Artist</th>\n",
|
|
m@23
|
485 " <th>Artist_Album</th>\n",
|
|
m@23
|
486 " <th>BuyLinkTrackDownload</th>\n",
|
|
m@23
|
487 " <th>CatalogNumber</th>\n",
|
|
m@23
|
488 " <th>CatalogNumber_Album</th>\n",
|
|
m@23
|
489 " <th>Collection</th>\n",
|
|
m@23
|
490 " <th>ContentType</th>\n",
|
|
m@23
|
491 " <th>ContentType_Album</th>\n",
|
|
m@23
|
492 " <th>Country</th>\n",
|
|
m@23
|
493 " <th>...</th>\n",
|
|
m@23
|
494 " <th>Language_iso3</th>\n",
|
|
m@23
|
495 " <th>Language_iso1</th>\n",
|
|
m@23
|
496 " <th>Region</th>\n",
|
|
m@23
|
497 " <th>Latitude</th>\n",
|
|
m@23
|
498 " <th>Longitude</th>\n",
|
|
m@23
|
499 " <th>Audio</th>\n",
|
|
m@23
|
500 " <th>Speech</th>\n",
|
|
m@23
|
501 " <th>Melspec</th>\n",
|
|
m@23
|
502 " <th>Chroma</th>\n",
|
|
m@23
|
503 " <th>Melodia</th>\n",
|
|
m@23
|
504 " </tr>\n",
|
|
m@23
|
505 " </thead>\n",
|
|
m@23
|
506 " <tbody>\n",
|
|
m@23
|
507 " <tr>\n",
|
|
m@23
|
508 " <th>29182</th>\n",
|
|
m@23
|
509 " <td>Music of Afghanistan</td>\n",
|
|
m@23
|
510 " <td>Afghan National Orchestra</td>\n",
|
|
m@23
|
511 " <td>Various Artists</td>\n",
|
|
m@23
|
512 " <td>26138</td>\n",
|
|
m@23
|
513 " <td>FW04361_201</td>\n",
|
|
m@23
|
514 " <td>FW04361</td>\n",
|
|
m@23
|
515 " <td>NaN</td>\n",
|
|
m@23
|
516 " <td>Track</td>\n",
|
|
m@23
|
517 " <td>Album</td>\n",
|
|
m@23
|
518 " <td>Afghanistan</td>\n",
|
|
m@23
|
519 " <td>...</td>\n",
|
|
m@23
|
520 " <td>NaN</td>\n",
|
|
m@23
|
521 " <td>NaN</td>\n",
|
|
m@23
|
522 " <td>South Asia</td>\n",
|
|
m@23
|
523 " <td>33.93911</td>\n",
|
|
m@23
|
524 " <td>67.709953</td>\n",
|
|
m@23
|
525 " <td>/import/c4dm-scratch/matthiasm/data/smithsonia...</td>\n",
|
|
m@23
|
526 " <td>/import/c4dm-02/people/mariap/SpeechMusic/2613...</td>\n",
|
|
m@23
|
527 " <td>/import/c4dm-02/people/mariap/MelSpec/26138_Sa...</td>\n",
|
|
m@23
|
528 " <td>/import/c4dm-04/mariap/FeatureCsvs/Smoothie-py...</td>\n",
|
|
m@23
|
529 " <td>/import/c4dm-02/people/mariap/Melodia/26138_Sa...</td>\n",
|
|
m@23
|
530 " </tr>\n",
|
|
m@23
|
531 " <tr>\n",
|
|
m@23
|
532 " <th>29183</th>\n",
|
|
m@23
|
533 " <td>Music of Afghanistan</td>\n",
|
|
m@23
|
534 " <td>Yaqub Kasimi</td>\n",
|
|
m@23
|
535 " <td>Various Artists</td>\n",
|
|
m@23
|
536 " <td>26142</td>\n",
|
|
m@23
|
537 " <td>FW04361_205</td>\n",
|
|
m@23
|
538 " <td>FW04361</td>\n",
|
|
m@23
|
539 " <td>NaN</td>\n",
|
|
m@23
|
540 " <td>Track</td>\n",
|
|
m@23
|
541 " <td>Album</td>\n",
|
|
m@23
|
542 " <td>Afghanistan</td>\n",
|
|
m@23
|
543 " <td>...</td>\n",
|
|
m@23
|
544 " <td>NaN</td>\n",
|
|
m@23
|
545 " <td>NaN</td>\n",
|
|
m@23
|
546 " <td>South Asia</td>\n",
|
|
m@23
|
547 " <td>33.93911</td>\n",
|
|
m@23
|
548 " <td>67.709953</td>\n",
|
|
m@23
|
549 " <td>/import/c4dm-scratch/matthiasm/data/smithsonia...</td>\n",
|
|
m@23
|
550 " <td>/import/c4dm-02/people/mariap/SpeechMusic/2614...</td>\n",
|
|
m@23
|
551 " <td>/import/c4dm-02/people/mariap/MelSpec/26142_Sa...</td>\n",
|
|
m@23
|
552 " <td>/import/c4dm-04/mariap/FeatureCsvs/Smoothie-py...</td>\n",
|
|
m@23
|
553 " <td>/import/c4dm-02/people/mariap/Melodia/26142_Sa...</td>\n",
|
|
m@23
|
554 " </tr>\n",
|
|
m@23
|
555 " <tr>\n",
|
|
m@23
|
556 " <th>29184</th>\n",
|
|
m@23
|
557 " <td>Ustad Mohammad Omar: Virtuoso from Afghanistan</td>\n",
|
|
m@23
|
558 " <td>Ustad Mohammad Omar|Zakir Hussain</td>\n",
|
|
m@23
|
559 " <td>Ustad Mohammad Omar</td>\n",
|
|
m@23
|
560 " <td>51931</td>\n",
|
|
m@23
|
561 " <td>SFW40439_102</td>\n",
|
|
m@23
|
562 " <td>SFW40439</td>\n",
|
|
m@23
|
563 " <td>NaN</td>\n",
|
|
m@23
|
564 " <td>Track</td>\n",
|
|
m@23
|
565 " <td>Album</td>\n",
|
|
m@23
|
566 " <td>Afghanistan</td>\n",
|
|
m@23
|
567 " <td>...</td>\n",
|
|
m@23
|
568 " <td>pbt</td>\n",
|
|
m@23
|
569 " <td>Indo-European</td>\n",
|
|
m@23
|
570 " <td>South Asia</td>\n",
|
|
m@23
|
571 " <td>33.93911</td>\n",
|
|
m@23
|
572 " <td>67.709953</td>\n",
|
|
m@23
|
573 " <td>/import/c4dm-scratch/matthiasm/data/smithsonia...</td>\n",
|
|
m@23
|
574 " <td>/import/c4dm-02/people/mariap/SpeechMusic/5193...</td>\n",
|
|
m@23
|
575 " <td>/import/c4dm-02/people/mariap/MelSpec/51931_Sa...</td>\n",
|
|
m@23
|
576 " <td>/import/c4dm-04/mariap/FeatureCsvs/Smoothie-py...</td>\n",
|
|
m@23
|
577 " <td>/import/c4dm-02/people/mariap/Melodia/51931_Sa...</td>\n",
|
|
m@23
|
578 " </tr>\n",
|
|
m@23
|
579 " <tr>\n",
|
|
m@23
|
580 " <th>29185</th>\n",
|
|
m@23
|
581 " <td>Music of Central Asia Vol. 3: Homayun Sakhi: T...</td>\n",
|
|
m@23
|
582 " <td>Homayun Sakhi</td>\n",
|
|
m@23
|
583 " <td>Homayun Sakhi</td>\n",
|
|
m@23
|
584 " <td>53229</td>\n",
|
|
m@23
|
585 " <td>SFW40522_101</td>\n",
|
|
m@23
|
586 " <td>SFW40522</td>\n",
|
|
m@23
|
587 " <td>NaN</td>\n",
|
|
m@23
|
588 " <td>Track</td>\n",
|
|
m@23
|
589 " <td>Album</td>\n",
|
|
m@23
|
590 " <td>Afghanistan</td>\n",
|
|
m@23
|
591 " <td>...</td>\n",
|
|
m@23
|
592 " <td>NaN</td>\n",
|
|
m@23
|
593 " <td>NaN</td>\n",
|
|
m@23
|
594 " <td>South Asia</td>\n",
|
|
m@23
|
595 " <td>33.93911</td>\n",
|
|
m@23
|
596 " <td>67.709953</td>\n",
|
|
m@23
|
597 " <td>/import/c4dm-scratch/matthiasm/data/smithsonia...</td>\n",
|
|
m@23
|
598 " <td>/import/c4dm-02/people/mariap/SpeechMusic/5322...</td>\n",
|
|
m@23
|
599 " <td>/import/c4dm-02/people/mariap/MelSpec/53229_Sa...</td>\n",
|
|
m@23
|
600 " <td>/import/c4dm-04/mariap/FeatureCsvs/Smoothie-py...</td>\n",
|
|
m@23
|
601 " <td>/import/c4dm-02/people/mariap/Melodia/53229_Sa...</td>\n",
|
|
m@23
|
602 " </tr>\n",
|
|
m@23
|
603 " <tr>\n",
|
|
m@23
|
604 " <th>29186</th>\n",
|
|
m@23
|
605 " <td>Music of Afghanistan</td>\n",
|
|
m@23
|
606 " <td>Rebab and Dhol Duet</td>\n",
|
|
m@23
|
607 " <td>Various Artists</td>\n",
|
|
m@23
|
608 " <td>26140</td>\n",
|
|
m@23
|
609 " <td>FW04361_203</td>\n",
|
|
m@23
|
610 " <td>FW04361</td>\n",
|
|
m@23
|
611 " <td>NaN</td>\n",
|
|
m@23
|
612 " <td>Track</td>\n",
|
|
m@23
|
613 " <td>Album</td>\n",
|
|
m@23
|
614 " <td>Afghanistan</td>\n",
|
|
m@23
|
615 " <td>...</td>\n",
|
|
m@23
|
616 " <td>NaN</td>\n",
|
|
m@23
|
617 " <td>NaN</td>\n",
|
|
m@23
|
618 " <td>South Asia</td>\n",
|
|
m@23
|
619 " <td>33.93911</td>\n",
|
|
m@23
|
620 " <td>67.709953</td>\n",
|
|
m@23
|
621 " <td>/import/c4dm-scratch/matthiasm/data/smithsonia...</td>\n",
|
|
m@23
|
622 " <td>/import/c4dm-02/people/mariap/SpeechMusic/2614...</td>\n",
|
|
m@23
|
623 " <td>/import/c4dm-02/people/mariap/MelSpec/26140_Sa...</td>\n",
|
|
m@23
|
624 " <td>/import/c4dm-04/mariap/FeatureCsvs/Smoothie-py...</td>\n",
|
|
m@23
|
625 " <td>/import/c4dm-02/people/mariap/Melodia/26140_Sa...</td>\n",
|
|
m@23
|
626 " </tr>\n",
|
|
m@23
|
627 " </tbody>\n",
|
|
m@23
|
628 "</table>\n",
|
|
m@23
|
629 "<p>5 rows × 108 columns</p>\n",
|
|
m@23
|
630 "</div>"
|
|
m@23
|
631 ],
|
|
m@23
|
632 "text/plain": [
|
|
m@23
|
633 " AlbumTitle \\\n",
|
|
m@23
|
634 "29182 Music of Afghanistan \n",
|
|
m@23
|
635 "29183 Music of Afghanistan \n",
|
|
m@23
|
636 "29184 Ustad Mohammad Omar: Virtuoso from Afghanistan \n",
|
|
m@23
|
637 "29185 Music of Central Asia Vol. 3: Homayun Sakhi: T... \n",
|
|
m@23
|
638 "29186 Music of Afghanistan \n",
|
|
m@23
|
639 "\n",
|
|
m@23
|
640 " Artist Artist_Album \\\n",
|
|
m@23
|
641 "29182 Afghan National Orchestra Various Artists \n",
|
|
m@23
|
642 "29183 Yaqub Kasimi Various Artists \n",
|
|
m@23
|
643 "29184 Ustad Mohammad Omar|Zakir Hussain Ustad Mohammad Omar \n",
|
|
m@23
|
644 "29185 Homayun Sakhi Homayun Sakhi \n",
|
|
m@23
|
645 "29186 Rebab and Dhol Duet Various Artists \n",
|
|
m@23
|
646 "\n",
|
|
m@23
|
647 " BuyLinkTrackDownload CatalogNumber CatalogNumber_Album Collection \\\n",
|
|
m@23
|
648 "29182 26138 FW04361_201 FW04361 NaN \n",
|
|
m@23
|
649 "29183 26142 FW04361_205 FW04361 NaN \n",
|
|
m@23
|
650 "29184 51931 SFW40439_102 SFW40439 NaN \n",
|
|
m@23
|
651 "29185 53229 SFW40522_101 SFW40522 NaN \n",
|
|
m@23
|
652 "29186 26140 FW04361_203 FW04361 NaN \n",
|
|
m@23
|
653 "\n",
|
|
m@23
|
654 " ContentType ContentType_Album Country \\\n",
|
|
m@23
|
655 "29182 Track Album Afghanistan \n",
|
|
m@23
|
656 "29183 Track Album Afghanistan \n",
|
|
m@23
|
657 "29184 Track Album Afghanistan \n",
|
|
m@23
|
658 "29185 Track Album Afghanistan \n",
|
|
m@23
|
659 "29186 Track Album Afghanistan \n",
|
|
m@23
|
660 "\n",
|
|
m@23
|
661 " ... Language_iso3 \\\n",
|
|
m@23
|
662 "29182 ... NaN \n",
|
|
m@23
|
663 "29183 ... NaN \n",
|
|
m@23
|
664 "29184 ... pbt \n",
|
|
m@23
|
665 "29185 ... NaN \n",
|
|
m@23
|
666 "29186 ... NaN \n",
|
|
m@23
|
667 "\n",
|
|
m@23
|
668 " Language_iso1 Region Latitude Longitude \\\n",
|
|
m@23
|
669 "29182 NaN South Asia 33.93911 67.709953 \n",
|
|
m@23
|
670 "29183 NaN South Asia 33.93911 67.709953 \n",
|
|
m@23
|
671 "29184 Indo-European South Asia 33.93911 67.709953 \n",
|
|
m@23
|
672 "29185 NaN South Asia 33.93911 67.709953 \n",
|
|
m@23
|
673 "29186 NaN South Asia 33.93911 67.709953 \n",
|
|
m@23
|
674 "\n",
|
|
m@23
|
675 " Audio \\\n",
|
|
m@23
|
676 "29182 /import/c4dm-scratch/matthiasm/data/smithsonia... \n",
|
|
m@23
|
677 "29183 /import/c4dm-scratch/matthiasm/data/smithsonia... \n",
|
|
m@23
|
678 "29184 /import/c4dm-scratch/matthiasm/data/smithsonia... \n",
|
|
m@23
|
679 "29185 /import/c4dm-scratch/matthiasm/data/smithsonia... \n",
|
|
m@23
|
680 "29186 /import/c4dm-scratch/matthiasm/data/smithsonia... \n",
|
|
m@23
|
681 "\n",
|
|
m@23
|
682 " Speech \\\n",
|
|
m@23
|
683 "29182 /import/c4dm-02/people/mariap/SpeechMusic/2613... \n",
|
|
m@23
|
684 "29183 /import/c4dm-02/people/mariap/SpeechMusic/2614... \n",
|
|
m@23
|
685 "29184 /import/c4dm-02/people/mariap/SpeechMusic/5193... \n",
|
|
m@23
|
686 "29185 /import/c4dm-02/people/mariap/SpeechMusic/5322... \n",
|
|
m@23
|
687 "29186 /import/c4dm-02/people/mariap/SpeechMusic/2614... \n",
|
|
m@23
|
688 "\n",
|
|
m@23
|
689 " Melspec \\\n",
|
|
m@23
|
690 "29182 /import/c4dm-02/people/mariap/MelSpec/26138_Sa... \n",
|
|
m@23
|
691 "29183 /import/c4dm-02/people/mariap/MelSpec/26142_Sa... \n",
|
|
m@23
|
692 "29184 /import/c4dm-02/people/mariap/MelSpec/51931_Sa... \n",
|
|
m@23
|
693 "29185 /import/c4dm-02/people/mariap/MelSpec/53229_Sa... \n",
|
|
m@23
|
694 "29186 /import/c4dm-02/people/mariap/MelSpec/26140_Sa... \n",
|
|
m@23
|
695 "\n",
|
|
m@23
|
696 " Chroma \\\n",
|
|
m@23
|
697 "29182 /import/c4dm-04/mariap/FeatureCsvs/Smoothie-py... \n",
|
|
m@23
|
698 "29183 /import/c4dm-04/mariap/FeatureCsvs/Smoothie-py... \n",
|
|
m@23
|
699 "29184 /import/c4dm-04/mariap/FeatureCsvs/Smoothie-py... \n",
|
|
m@23
|
700 "29185 /import/c4dm-04/mariap/FeatureCsvs/Smoothie-py... \n",
|
|
m@23
|
701 "29186 /import/c4dm-04/mariap/FeatureCsvs/Smoothie-py... \n",
|
|
m@23
|
702 "\n",
|
|
m@23
|
703 " Melodia \n",
|
|
m@23
|
704 "29182 /import/c4dm-02/people/mariap/Melodia/26138_Sa... \n",
|
|
m@23
|
705 "29183 /import/c4dm-02/people/mariap/Melodia/26142_Sa... \n",
|
|
m@23
|
706 "29184 /import/c4dm-02/people/mariap/Melodia/51931_Sa... \n",
|
|
m@23
|
707 "29185 /import/c4dm-02/people/mariap/Melodia/53229_Sa... \n",
|
|
m@23
|
708 "29186 /import/c4dm-02/people/mariap/Melodia/26140_Sa... \n",
|
|
m@23
|
709 "\n",
|
|
m@23
|
710 "[5 rows x 108 columns]"
|
|
m@23
|
711 ]
|
|
m@23
|
712 },
|
|
m@23
|
713 "execution_count": 8,
|
|
m@23
|
714 "metadata": {},
|
|
m@23
|
715 "output_type": "execute_result"
|
|
m@23
|
716 }
|
|
m@23
|
717 ],
|
|
m@23
|
718 "source": [
|
|
m@23
|
719 "df.head()"
|
|
m@23
|
720 ]
|
|
m@23
|
721 },
|
|
m@23
|
722 {
|
|
m@26
|
723 "cell_type": "markdown",
|
|
m@26
|
724 "metadata": {},
|
|
m@26
|
725 "source": [
|
|
m@26
|
726 "## test on a few samples"
|
|
m@26
|
727 ]
|
|
m@26
|
728 },
|
|
m@26
|
729 {
|
|
m@26
|
730 "cell_type": "code",
|
|
m@26
|
731 "execution_count": 47,
|
|
m@26
|
732 "metadata": {},
|
|
m@26
|
733 "outputs": [
|
|
m@26
|
734 {
|
|
m@26
|
735 "name": "stdout",
|
|
m@26
|
736 "output_type": "stream",
|
|
m@26
|
737 "text": [
|
|
m@26
|
738 "file 0 of 6\n",
|
|
m@26
|
739 "loading speech/music segments...\n",
|
|
m@26
|
740 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
741 "extracting chroma...\n",
|
|
m@26
|
742 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
743 "(45, 240)\n",
|
|
m@26
|
744 "60 44 44 44 45\n",
|
|
m@26
|
745 "file 1 of 6\n",
|
|
m@26
|
746 "loading speech/music segments...\n",
|
|
m@26
|
747 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
748 "extracting chroma...\n",
|
|
m@26
|
749 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
750 "(45, 240)\n",
|
|
m@26
|
751 "60 44 44 44 45\n",
|
|
m@26
|
752 "file 2 of 6\n",
|
|
m@26
|
753 "loading speech/music segments...\n",
|
|
m@26
|
754 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
755 "extracting chroma...\n",
|
|
m@26
|
756 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
757 "(45, 240)\n",
|
|
m@26
|
758 "60 44 44 44 45\n",
|
|
m@26
|
759 "file 3 of 6\n",
|
|
m@26
|
760 "loading speech/music segments...\n",
|
|
m@26
|
761 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
762 "extracting chroma...\n",
|
|
m@26
|
763 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
764 "(45, 240)\n",
|
|
m@26
|
765 "60 44 44 44 45\n",
|
|
m@26
|
766 "file 4 of 6\n",
|
|
m@26
|
767 "loading speech/music segments...\n",
|
|
m@26
|
768 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
769 "extracting chroma...\n",
|
|
m@26
|
770 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
771 "(45, 240)\n",
|
|
m@26
|
772 "60 44 44 44 45\n",
|
|
m@26
|
773 "file 5 of 6\n",
|
|
m@26
|
774 "loading speech/music segments...\n",
|
|
m@26
|
775 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
776 "extracting chroma...\n",
|
|
m@26
|
777 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
778 "(45, 240)\n",
|
|
m@26
|
779 "60 44 44 44 45\n",
|
|
m@26
|
780 "6 6 6 6 6 6\n",
|
|
m@26
|
781 "(264, 400) (264, 240) (264, 80) (264, 120)\n",
|
|
m@26
|
782 "file 0 of 2\n",
|
|
m@26
|
783 "loading speech/music segments...\n",
|
|
m@26
|
784 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
785 "extracting chroma...\n",
|
|
m@26
|
786 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
787 "(45, 240)\n",
|
|
m@26
|
788 "60 44 44 44 45\n",
|
|
m@26
|
789 "file 1 of 2\n",
|
|
m@26
|
790 "loading speech/music segments...\n",
|
|
m@26
|
791 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
792 "extracting chroma...\n",
|
|
m@26
|
793 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
794 "(45, 240)\n",
|
|
m@26
|
795 "60 44 44 44 45\n",
|
|
m@26
|
796 "2 2 2 2 2 2\n",
|
|
m@26
|
797 "(88, 400) (88, 240) (88, 80) (88, 120)\n",
|
|
m@26
|
798 "file 0 of 2\n",
|
|
m@26
|
799 "loading speech/music segments...\n",
|
|
m@26
|
800 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
801 "extracting chroma...\n",
|
|
m@26
|
802 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
803 "(45, 240)\n",
|
|
m@26
|
804 "60 44 44 44 45\n",
|
|
m@26
|
805 "file 1 of 2\n",
|
|
m@26
|
806 "loading speech/music segments...\n",
|
|
m@26
|
807 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
808 "extracting chroma...\n",
|
|
m@26
|
809 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
810 "(45, 240)\n",
|
|
m@26
|
811 "60 44 44 44 45\n",
|
|
m@26
|
812 "2 2 2 2 2 2\n",
|
|
m@26
|
813 "(85, 400) (85, 240) (85, 80) (85, 120)\n"
|
|
m@26
|
814 ]
|
|
m@26
|
815 }
|
|
m@26
|
816 ],
|
|
m@26
|
817 "source": [
|
|
m@26
|
818 "train, val, test = load_dataset.features_for_train_test_sets(df.iloc[:10, :], write_output=False)"
|
|
m@26
|
819 ]
|
|
m@26
|
820 },
|
|
m@26
|
821 {
|
|
m@26
|
822 "cell_type": "markdown",
|
|
m@26
|
823 "metadata": {},
|
|
m@26
|
824 "source": [
|
|
m@26
|
825 "## now run for the whole dataset"
|
|
m@26
|
826 ]
|
|
m@26
|
827 },
|
|
m@26
|
828 {
|
|
m@23
|
829 "cell_type": "code",
|
|
m@27
|
830 "execution_count": 59,
|
|
m@21
|
831 "metadata": {},
|
|
m@21
|
832 "outputs": [
|
|
m@21
|
833 {
|
|
m@21
|
834 "name": "stdout",
|
|
m@21
|
835 "output_type": "stream",
|
|
m@21
|
836 "text": [
|
|
m@21
|
837 "iteration 0\n",
|
|
m@21
|
838 "file 0 of 5037\n",
|
|
m@21
|
839 "loading speech/music segments...\n",
|
|
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|
840 "extracting onset patterns and mfccs...\n",
|
|
m@21
|
841 "extracting chroma...\n",
|
|
m@26
|
842 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
843 "(60, 240)\n",
|
|
m@26
|
844 "60 44 44 44 60\n",
|
|
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|
845 "file 1 of 5037\n",
|
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|
846 "loading speech/music segments...\n",
|
|
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|
847 "extracting onset patterns and mfccs...\n",
|
|
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|
848 "extracting chroma...\n",
|
|
m@26
|
849 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
850 "(60, 240)\n",
|
|
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|
851 "60 44 44 44 60\n",
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|
852 "file 2 of 5037\n",
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|
853 "loading speech/music segments...\n",
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|
854 "extracting onset patterns and mfccs...\n",
|
|
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|
855 "extracting chroma...\n",
|
|
m@26
|
856 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
857 "(60, 240)\n",
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|
858 "60 44 44 44 60\n",
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|
859 "file 3 of 5037\n",
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|
860 "loading speech/music segments...\n",
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|
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|
861 "extracting onset patterns and mfccs...\n",
|
|
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|
862 "extracting chroma...\n",
|
|
m@26
|
863 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
864 "(45, 240)\n",
|
|
m@26
|
865 "60 44 44 44 45\n",
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|
866 "file 4 of 5037\n",
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|
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|
867 "loading speech/music segments...\n",
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|
868 "extracting onset patterns and mfccs...\n",
|
|
m@21
|
869 "extracting chroma...\n",
|
|
m@26
|
870 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
871 "(60, 240)\n",
|
|
m@26
|
872 "60 44 44 44 60\n",
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|
873 "file 5 of 5037\n",
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|
874 "loading speech/music segments...\n",
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|
875 "extracting onset patterns and mfccs...\n",
|
|
m@21
|
876 "extracting chroma...\n",
|
|
m@26
|
877 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
878 "(45, 240)\n",
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|
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|
879 "60 44 44 44 45\n",
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|
880 "file 6 of 5037\n",
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|
881 "loading speech/music segments...\n",
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882 "extracting onset patterns and mfccs...\n",
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|
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|
883 "extracting chroma...\n",
|
|
m@26
|
884 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
885 "(45, 240)\n",
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|
886 "60 44 44 44 45\n",
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887 "file 7 of 5037\n",
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888 "loading speech/music segments...\n",
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|
889 "extracting onset patterns and mfccs...\n",
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|
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|
890 "extracting chroma...\n",
|
|
m@26
|
891 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
892 "(45, 240)\n",
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|
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|
893 "60 44 44 44 45\n",
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|
894 "file 8 of 5037\n",
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895 "loading speech/music segments...\n",
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896 "extracting onset patterns and mfccs...\n",
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|
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|
897 "extracting chroma...\n",
|
|
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|
898 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
899 "(45, 240)\n",
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|
m@26
|
900 "60 44 44 44 45\n",
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|
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|
901 "file 9 of 5037\n",
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|
902 "loading speech/music segments...\n",
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|
903 "extracting onset patterns and mfccs...\n",
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|
m@21
|
904 "extracting chroma...\n",
|
|
m@26
|
905 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
906 "(45, 240)\n",
|
|
m@26
|
907 "60 44 44 44 45\n",
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|
908 "file 10 of 5037\n",
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|
909 "loading speech/music segments...\n",
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|
910 "extracting onset patterns and mfccs...\n",
|
|
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|
911 "extracting chroma...\n",
|
|
m@26
|
912 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
913 "(45, 240)\n",
|
|
m@26
|
914 "60 44 44 44 45\n",
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|
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|
915 "file 11 of 5037\n",
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|
916 "loading speech/music segments...\n",
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|
917 "extracting onset patterns and mfccs...\n",
|
|
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|
918 "extracting chroma...\n",
|
|
m@26
|
919 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
920 "(45, 240)\n",
|
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m@26
|
921 "60 44 44 44 45\n",
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|
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|
922 "file 12 of 5037\n",
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|
923 "loading speech/music segments...\n",
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|
924 "extracting onset patterns and mfccs...\n",
|
|
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|
925 "extracting chroma...\n",
|
|
m@26
|
926 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
927 "(60, 240)\n",
|
|
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|
928 "60 44 44 44 60\n",
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|
929 "file 13 of 5037\n",
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|
930 "loading speech/music segments...\n",
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|
931 "extracting onset patterns and mfccs...\n",
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|
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|
932 "extracting chroma...\n",
|
|
m@26
|
933 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
934 "(45, 240)\n",
|
|
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|
935 "60 44 44 44 45\n",
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|
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|
936 "file 14 of 5037\n",
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937 "loading speech/music segments...\n",
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|
938 "extracting onset patterns and mfccs...\n",
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|
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|
939 "extracting chroma...\n",
|
|
m@26
|
940 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
941 "(45, 240)\n",
|
|
m@26
|
942 "60 44 44 44 45\n",
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|
943 "file 15 of 5037\n",
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|
944 "loading speech/music segments...\n",
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|
945 "extracting onset patterns and mfccs...\n",
|
|
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|
946 "extracting chroma...\n",
|
|
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|
947 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
948 "(45, 240)\n",
|
|
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|
949 "60 44 44 44 45\n",
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|
950 "file 16 of 5037\n",
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|
951 "loading speech/music segments...\n",
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|
952 "extracting onset patterns and mfccs...\n",
|
|
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|
953 "extracting chroma...\n",
|
|
m@26
|
954 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
955 "(45, 240)\n",
|
|
m@26
|
956 "60 44 44 44 45\n",
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|
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|
957 "file 17 of 5037\n",
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|
958 "loading speech/music segments...\n",
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959 "extracting onset patterns and mfccs...\n",
|
|
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|
960 "extracting chroma...\n",
|
|
m@26
|
961 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
962 "(45, 240)\n",
|
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|
963 "60 44 44 44 45\n",
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|
964 "file 18 of 5037\n",
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|
965 "loading speech/music segments...\n",
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|
966 "extracting onset patterns and mfccs...\n",
|
|
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|
967 "extracting chroma...\n",
|
|
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|
968 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
969 "(45, 240)\n",
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|
970 "60 44 44 44 45\n",
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|
971 "file 19 of 5037\n",
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972 "loading speech/music segments...\n",
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|
973 "extracting onset patterns and mfccs...\n",
|
|
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|
974 "extracting chroma...\n",
|
|
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|
975 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
976 "(45, 240)\n",
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|
977 "60 44 44 44 45\n",
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978 "file 20 of 5037\n",
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979 "loading speech/music segments...\n",
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|
980 "extracting onset patterns and mfccs...\n",
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|
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|
981 "extracting chroma...\n",
|
|
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|
982 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
983 "(60, 240)\n",
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|
984 "60 44 44 44 60\n",
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|
985 "file 21 of 5037\n",
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986 "loading speech/music segments...\n",
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987 "extracting onset patterns and mfccs...\n",
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|
988 "extracting chroma...\n",
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|
989 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
990 "(45, 240)\n",
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|
991 "60 44 44 44 45\n",
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|
992 "file 22 of 5037\n",
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993 "loading speech/music segments...\n",
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|
994 "extracting onset patterns and mfccs...\n",
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|
995 "extracting chroma...\n",
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|
996 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
997 "(45, 240)\n",
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|
998 "60 44 44 44 45\n",
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999 "file 23 of 5037\n",
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1000 "loading speech/music segments...\n",
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1001 "extracting onset patterns and mfccs...\n",
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|
1002 "extracting chroma...\n",
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|
1003 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1004 "(45, 240)\n",
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1005 "60 44 44 44 45\n",
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1006 "file 24 of 5037\n",
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1007 "loading speech/music segments...\n",
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1008 "extracting onset patterns and mfccs...\n",
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|
1009 "extracting chroma...\n",
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|
1010 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1011 "(45, 240)\n",
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1012 "60 44 44 44 45\n",
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1013 "file 25 of 5037\n",
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1014 "loading speech/music segments...\n",
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1015 "extracting onset patterns and mfccs...\n",
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|
1016 "extracting chroma...\n",
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1017 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1018 "(45, 240)\n",
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1019 "60 44 44 44 45\n",
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1020 "file 26 of 5037\n",
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1021 "loading speech/music segments...\n",
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1022 "extracting onset patterns and mfccs...\n",
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|
1023 "extracting chroma...\n",
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|
1024 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1025 "(60, 240)\n",
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1026 "60 44 44 44 60\n",
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1027 "file 27 of 5037\n",
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1028 "loading speech/music segments...\n",
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1029 "extracting onset patterns and mfccs...\n",
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|
1030 "extracting chroma...\n",
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|
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|
1031 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1032 "(45, 240)\n",
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|
1033 "60 44 44 44 45\n",
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1034 "file 28 of 5037\n",
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1035 "loading speech/music segments...\n",
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1036 "extracting onset patterns and mfccs...\n",
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|
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|
1037 "extracting chroma...\n",
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1038 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1039 "(60, 240)\n",
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1040 "60 44 44 44 60\n",
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1041 "file 29 of 5037\n",
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1042 "loading speech/music segments...\n",
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1043 "extracting onset patterns and mfccs...\n",
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|
1044 "extracting chroma...\n",
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|
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1045 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1046 "(45, 240)\n",
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1047 "60 44 44 44 45\n",
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1048 "file 30 of 5037\n",
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1049 "loading speech/music segments...\n",
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1050 "extracting onset patterns and mfccs...\n",
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|
1051 "extracting chroma...\n",
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1052 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1053 "(60, 240)\n",
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1054 "60 44 44 44 60\n",
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1055 "file 31 of 5037\n",
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1056 "loading speech/music segments...\n",
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1057 "extracting onset patterns and mfccs...\n",
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1058 "extracting chroma...\n",
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1059 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1060 "(45, 240)\n",
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1061 "60 44 44 44 45\n",
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1062 "file 32 of 5037\n",
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1063 "loading speech/music segments...\n",
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1064 "extracting onset patterns and mfccs...\n",
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1065 "extracting chroma...\n",
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1066 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1067 "(45, 240)\n",
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1068 "60 44 44 44 45\n",
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1069 "file 33 of 5037\n",
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1070 "loading speech/music segments...\n",
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1071 "extracting onset patterns and mfccs...\n",
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1072 "extracting chroma...\n",
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1073 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1074 "(45, 240)\n",
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1075 "60 44 44 44 45\n",
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1076 "file 34 of 5037\n",
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1077 "loading speech/music segments...\n",
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1078 "extracting onset patterns and mfccs...\n",
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1079 "extracting chroma...\n",
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1080 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1081 "(45, 240)\n",
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1082 "60 44 44 44 45\n",
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1083 "file 35 of 5037\n",
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1084 "loading speech/music segments...\n",
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1085 "extracting onset patterns and mfccs...\n",
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1086 "extracting chroma...\n",
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1087 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1088 "(45, 240)\n",
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1089 "60 44 44 44 45\n",
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1090 "file 36 of 5037\n",
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1091 "loading speech/music segments...\n",
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1092 "extracting onset patterns and mfccs...\n",
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|
1093 "extracting chroma...\n",
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1094 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1095 "(45, 240)\n",
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1096 "60 44 44 44 45\n",
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1097 "file 37 of 5037\n",
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1098 "loading speech/music segments...\n",
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1099 "extracting onset patterns and mfccs...\n",
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1100 "extracting chroma...\n",
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1101 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1102 "(60, 240)\n",
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1103 "60 44 44 44 60\n",
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1104 "file 38 of 5037\n",
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1105 "loading speech/music segments...\n",
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1107 "extracting chroma...\n",
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1108 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n"
|
|
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|
1109 ]
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|
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|
1110 },
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1111 {
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|
1112 "name": "stdout",
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|
1113 "output_type": "stream",
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|
1114 "text": [
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1115 "(45, 240)\n",
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|
1116 "60 44 44 44 45\n",
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1117 "file 39 of 5037\n",
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1118 "loading speech/music segments...\n",
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1119 "extracting onset patterns and mfccs...\n",
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1120 "extracting chroma...\n",
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1121 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1122 "(60, 240)\n",
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1123 "60 44 44 44 60\n",
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1125 "loading speech/music segments...\n",
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1126 "extracting onset patterns and mfccs...\n",
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1127 "extracting chroma...\n",
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1128 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1129 "(60, 240)\n",
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1130 "60 44 44 44 60\n",
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1131 "file 41 of 5037\n",
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1133 "extracting onset patterns and mfccs...\n",
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1134 "extracting chroma...\n",
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1135 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1136 "(60, 240)\n",
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1137 "60 44 44 44 60\n",
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1138 "file 42 of 5037\n",
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1139 "loading speech/music segments...\n",
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1141 "extracting chroma...\n",
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1142 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1143 "(45, 240)\n",
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1144 "60 44 44 44 45\n",
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1145 "file 43 of 5037\n",
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1146 "loading speech/music segments...\n",
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1147 "extracting onset patterns and mfccs...\n",
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1148 "extracting chroma...\n",
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1149 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1150 "(15, 240)\n",
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1151 "60 16 16 16 15\n",
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1152 "file 44 of 5037\n",
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1155 "extracting chroma...\n",
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1156 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1157 "(45, 240)\n",
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1158 "60 44 44 44 45\n",
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1159 "file 45 of 5037\n",
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1160 "loading speech/music segments...\n",
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1162 "extracting chroma...\n",
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1163 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1164 "(45, 240)\n",
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1165 "60 44 44 44 45\n",
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1166 "file 46 of 5037\n",
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1167 "loading speech/music segments...\n",
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1169 "extracting chroma...\n",
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1170 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1171 "(60, 240)\n",
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1177 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1178 "(45, 240)\n",
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1179 "60 44 44 44 45\n",
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1180 "file 48 of 5037\n",
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1183 "extracting chroma...\n",
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1184 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1185 "(45, 240)\n",
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1187 "file 49 of 5037\n",
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1190 "extracting chroma...\n",
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1191 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1192 "(45, 240)\n",
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1197 "extracting chroma...\n",
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1198 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1199 "(60, 240)\n",
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1355 "file 73 of 5037\n",
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1356 "loading speech/music segments...\n",
|
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1357 "extracting onset patterns and mfccs...\n",
|
|
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|
1358 "extracting chroma...\n",
|
|
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1359 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1360 "(45, 240)\n",
|
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|
1361 "60 44 44 44 45\n",
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1362 "file 74 of 5037\n",
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1363 "loading speech/music segments...\n",
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1364 "extracting onset patterns and mfccs...\n",
|
|
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|
1365 "extracting chroma...\n",
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1366 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1367 "(36, 240)\n",
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1368 "60 37 37 37 36\n",
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1369 "file 75 of 5037\n",
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1370 "loading speech/music segments...\n",
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1371 "extracting onset patterns and mfccs...\n",
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1372 "extracting chroma...\n",
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1373 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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1374 "(45, 240)\n",
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1375 "60 44 44 44 45\n",
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1376 "file 76 of 5037\n",
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1377 "loading speech/music segments...\n",
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1379 "extracting chroma...\n",
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1380 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1381 "(45, 240)\n",
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1382 "60 44 44 44 45\n",
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1383 "file 77 of 5037\n",
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1386 ]
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|
1387 },
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1388 {
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|
1389 "name": "stdout",
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|
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|
1390 "output_type": "stream",
|
|
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|
1391 "text": [
|
|
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|
1392 "extracting chroma...\n",
|
|
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1393 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1394 "(60, 240)\n",
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1395 "60 44 44 44 60\n",
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1396 "file 78 of 5037\n",
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1397 "loading speech/music segments...\n",
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1398 "extracting onset patterns and mfccs...\n",
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1399 "extracting chroma...\n",
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1400 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1401 "(45, 240)\n",
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|
1406 "extracting chroma...\n",
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1407 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
1408 "(45, 240)\n",
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1409 "60 44 44 44 45\n",
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1410 "file 80 of 5037\n",
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1411 "loading speech/music segments...\n",
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|
1413 "extracting chroma...\n",
|
|
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1414 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1415 "(45, 240)\n",
|
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1416 "60 44 44 44 45\n",
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1417 "file 81 of 5037\n",
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1418 "loading speech/music segments...\n",
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|
1420 "extracting chroma...\n",
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1421 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1422 "(45, 240)\n",
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1423 "60 44 44 44 45\n",
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1424 "file 82 of 5037\n",
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1425 "loading speech/music segments...\n",
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1426 "extracting onset patterns and mfccs...\n",
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|
1427 "extracting chroma...\n",
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|
1428 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
1429 "(60, 240)\n",
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1430 "60 44 44 44 60\n",
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1431 "file 83 of 5037\n",
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1432 "loading speech/music segments...\n",
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1433 "extracting onset patterns and mfccs...\n",
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|
1434 "extracting chroma...\n",
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|
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|
1435 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
1436 "(45, 240)\n",
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|
1437 "60 44 44 44 45\n",
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1438 "file 84 of 5037\n",
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1439 "loading speech/music segments...\n",
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1440 "extracting onset patterns and mfccs...\n",
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|
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|
1441 "extracting chroma...\n",
|
|
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|
1442 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
1443 "(45, 240)\n",
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|
1444 "60 44 44 44 45\n",
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1445 "file 85 of 5037\n",
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1446 "loading speech/music segments...\n",
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1447 "extracting onset patterns and mfccs...\n",
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|
1448 "extracting chroma...\n",
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|
1449 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1450 "(60, 240)\n",
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|
1451 "60 44 44 44 60\n",
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1452 "file 86 of 5037\n",
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1453 "loading speech/music segments...\n",
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|
1454 "extracting onset patterns and mfccs...\n",
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|
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|
1455 "extracting chroma...\n",
|
|
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|
1456 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
1457 "(45, 240)\n",
|
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|
1458 "60 44 44 44 45\n",
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1459 "file 87 of 5037\n",
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1460 "loading speech/music segments...\n",
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1461 "extracting onset patterns and mfccs...\n",
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|
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|
1462 "extracting chroma...\n",
|
|
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|
1463 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1464 "(45, 240)\n",
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|
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|
1465 "60 44 44 44 45\n",
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1466 "file 88 of 5037\n",
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1467 "loading speech/music segments...\n",
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|
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1468 "extracting onset patterns and mfccs...\n",
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|
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|
1469 "extracting chroma...\n",
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|
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|
1470 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1471 "(45, 240)\n",
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|
1472 "60 44 44 44 45\n",
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1473 "file 89 of 5037\n",
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1474 "loading speech/music segments...\n",
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1475 "extracting onset patterns and mfccs...\n",
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|
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|
1476 "extracting chroma...\n",
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|
1477 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
1478 "(60, 240)\n",
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|
1479 "60 44 44 44 60\n",
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1480 "file 90 of 5037\n",
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1481 "loading speech/music segments...\n",
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1482 "extracting onset patterns and mfccs...\n",
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|
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|
1483 "extracting chroma...\n",
|
|
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|
1484 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1485 "(45, 240)\n",
|
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|
1486 "60 44 44 44 45\n",
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|
1487 "file 91 of 5037\n",
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1488 "loading speech/music segments...\n",
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|
1489 "extracting onset patterns and mfccs...\n",
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|
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|
1490 "extracting chroma...\n",
|
|
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|
1491 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1492 "(45, 240)\n",
|
|
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|
1493 "60 44 44 44 45\n",
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|
1494 "file 92 of 5037\n",
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|
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|
1495 "loading speech/music segments...\n",
|
|
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|
1496 "extracting onset patterns and mfccs...\n",
|
|
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|
1497 "extracting chroma...\n",
|
|
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|
1498 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1499 "(45, 240)\n",
|
|
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|
1500 "60 44 44 44 45\n",
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|
1501 "file 93 of 5037\n",
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1502 "loading speech/music segments...\n",
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1503 "extracting onset patterns and mfccs...\n",
|
|
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|
1504 "extracting chroma...\n",
|
|
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|
1505 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1506 "(45, 240)\n",
|
|
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|
1507 "60 44 44 44 45\n",
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|
1508 "file 94 of 5037\n",
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|
1509 "loading speech/music segments...\n",
|
|
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|
1510 "extracting onset patterns and mfccs...\n",
|
|
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|
1511 "extracting chroma...\n",
|
|
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|
1512 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1513 "(45, 240)\n",
|
|
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|
1514 "60 44 44 44 45\n",
|
|
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|
1515 "file 95 of 5037\n",
|
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|
1516 "loading speech/music segments...\n",
|
|
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|
1517 "extracting onset patterns and mfccs...\n",
|
|
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|
1518 "extracting chroma...\n",
|
|
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|
1519 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1520 "(45, 240)\n",
|
|
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|
1521 "60 44 44 44 45\n",
|
|
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|
1522 "file 96 of 5037\n",
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|
1523 "loading speech/music segments...\n",
|
|
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|
1524 "extracting onset patterns and mfccs...\n",
|
|
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|
1525 "extracting chroma...\n",
|
|
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|
1526 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1527 "(45, 240)\n",
|
|
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|
1528 "60 44 44 44 45\n",
|
|
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|
1529 "file 97 of 5037\n",
|
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|
1530 "loading speech/music segments...\n",
|
|
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|
1531 "extracting onset patterns and mfccs...\n",
|
|
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|
1532 "extracting chroma...\n",
|
|
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|
1533 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1534 "(60, 240)\n",
|
|
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|
1535 "60 44 44 44 60\n",
|
|
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|
1536 "file 98 of 5037\n",
|
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|
1537 "loading speech/music segments...\n",
|
|
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|
1538 "extracting onset patterns and mfccs...\n",
|
|
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|
1539 "extracting chroma...\n",
|
|
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|
1540 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1541 "(45, 240)\n",
|
|
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|
1542 "60 44 44 44 45\n",
|
|
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1543 "file 99 of 5037\n",
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|
1544 "loading speech/music segments...\n",
|
|
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|
1545 "extracting onset patterns and mfccs...\n",
|
|
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|
1546 "extracting chroma...\n",
|
|
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|
1547 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1548 "(45, 240)\n",
|
|
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|
1549 "60 44 44 44 45\n",
|
|
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|
1550 "file 100 of 5037\n",
|
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|
1551 "loading speech/music segments...\n",
|
|
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|
1552 "extracting onset patterns and mfccs...\n",
|
|
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|
1553 "extracting chroma...\n",
|
|
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|
1554 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1555 "(45, 240)\n",
|
|
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|
1556 "60 44 44 44 45\n",
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|
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|
1557 "file 101 of 5037\n",
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|
1558 "loading speech/music segments...\n",
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|
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|
1559 "extracting onset patterns and mfccs...\n",
|
|
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|
1560 "extracting chroma...\n",
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|
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|
1561 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1562 "(60, 240)\n",
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|
1563 "60 44 44 44 60\n",
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1564 "file 102 of 5037\n",
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1565 "loading speech/music segments...\n",
|
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1566 "extracting onset patterns and mfccs...\n",
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|
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|
1567 "extracting chroma...\n",
|
|
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|
1568 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1569 "(60, 240)\n",
|
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|
1570 "60 44 44 44 60\n",
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1571 "file 103 of 5037\n",
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1572 "loading speech/music segments...\n",
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1573 "extracting onset patterns and mfccs...\n",
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|
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|
1574 "extracting chroma...\n",
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|
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1575 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1576 "(45, 240)\n",
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1577 "60 44 44 44 45\n",
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1578 "file 104 of 5037\n",
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1579 "loading speech/music segments...\n",
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1580 "extracting onset patterns and mfccs...\n",
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|
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|
1581 "extracting chroma...\n",
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|
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|
1582 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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1583 "(45, 240)\n",
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1584 "60 44 44 44 45\n",
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1585 "file 105 of 5037\n",
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1586 "loading speech/music segments...\n",
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1588 "extracting chroma...\n",
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1589 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1590 "(45, 240)\n",
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1591 "60 44 44 44 45\n",
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|
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|
1595 "extracting chroma...\n",
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1596 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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1597 "(45, 240)\n",
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1603 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1604 "(60, 240)\n",
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|
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|
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|
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1617 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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1618 "(45, 240)\n",
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|
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|
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|
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|
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|
1624 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
1625 "(60, 240)\n",
|
|
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|
1626 "60 44 44 44 60\n",
|
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|
1627 "file 111 of 5037\n",
|
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|
1628 "loading speech/music segments...\n",
|
|
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|
1629 "extracting onset patterns and mfccs...\n",
|
|
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|
1630 "extracting chroma...\n",
|
|
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|
1631 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1632 "(60, 240)\n",
|
|
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|
1633 "60 44 44 44 60\n",
|
|
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|
1634 "file 112 of 5037\n",
|
|
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|
1635 "loading speech/music segments...\n",
|
|
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|
1636 "extracting onset patterns and mfccs...\n",
|
|
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|
1637 "extracting chroma...\n",
|
|
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|
1638 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
1639 "(60, 240)\n",
|
|
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|
1640 "60 44 44 44 60\n",
|
|
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|
1641 "file 113 of 5037\n",
|
|
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|
1642 "loading speech/music segments...\n",
|
|
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|
1643 "extracting onset patterns and mfccs...\n",
|
|
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|
1644 "extracting chroma...\n",
|
|
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|
1645 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
1646 "(60, 240)\n",
|
|
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|
1647 "60 44 44 44 60\n",
|
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|
1648 "file 114 of 5037\n",
|
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|
1649 "loading speech/music segments...\n",
|
|
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|
1650 "extracting onset patterns and mfccs...\n",
|
|
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|
1651 "extracting chroma...\n",
|
|
m@26
|
1652 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
1653 "(45, 240)\n",
|
|
m@26
|
1654 "60 44 44 44 45\n",
|
|
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|
1655 "file 115 of 5037\n",
|
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|
1656 "loading speech/music segments...\n",
|
|
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|
1657 "extracting onset patterns and mfccs...\n",
|
|
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|
1658 "extracting chroma...\n",
|
|
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|
1659 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n"
|
|
m@26
|
1660 ]
|
|
m@26
|
1661 },
|
|
m@26
|
1662 {
|
|
m@26
|
1663 "name": "stdout",
|
|
m@26
|
1664 "output_type": "stream",
|
|
m@26
|
1665 "text": [
|
|
m@26
|
1666 "(45, 240)\n",
|
|
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|
1667 "60 44 44 44 45\n",
|
|
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|
1668 "file 116 of 5037\n",
|
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|
1669 "loading speech/music segments...\n",
|
|
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|
1670 "extracting onset patterns and mfccs...\n",
|
|
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|
1671 "extracting chroma...\n",
|
|
m@26
|
1672 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1673 "(45, 240)\n",
|
|
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|
1674 "60 44 44 44 45\n",
|
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|
1675 "file 117 of 5037\n",
|
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|
1676 "loading speech/music segments...\n",
|
|
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|
1677 "extracting onset patterns and mfccs...\n",
|
|
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|
1678 "extracting chroma...\n",
|
|
m@26
|
1679 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1680 "(45, 240)\n",
|
|
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|
1681 "60 44 44 44 45\n",
|
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|
1682 "file 118 of 5037\n",
|
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|
1683 "loading speech/music segments...\n",
|
|
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|
1684 "extracting onset patterns and mfccs...\n",
|
|
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|
1685 "extracting chroma...\n",
|
|
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|
1686 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1687 "(60, 240)\n",
|
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|
1688 "60 44 44 44 60\n",
|
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|
1689 "file 119 of 5037\n",
|
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|
1690 "loading speech/music segments...\n",
|
|
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|
1691 "extracting onset patterns and mfccs...\n",
|
|
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|
1692 "extracting chroma...\n",
|
|
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|
1693 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1694 "(45, 240)\n",
|
|
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|
1695 "60 44 44 44 45\n",
|
|
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|
1696 "file 120 of 5037\n",
|
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|
1697 "loading speech/music segments...\n",
|
|
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|
1698 "extracting onset patterns and mfccs...\n",
|
|
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|
1699 "extracting chroma...\n",
|
|
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|
1700 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1701 "(60, 240)\n",
|
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|
1702 "60 44 44 44 60\n",
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1703 "file 121 of 5037\n",
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1704 "loading speech/music segments...\n",
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|
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|
1705 "extracting onset patterns and mfccs...\n",
|
|
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|
1706 "extracting chroma...\n",
|
|
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|
1707 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1708 "(45, 240)\n",
|
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|
1709 "60 44 44 44 45\n",
|
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|
1710 "file 122 of 5037\n",
|
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|
1711 "loading speech/music segments...\n",
|
|
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|
1712 "extracting onset patterns and mfccs...\n",
|
|
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|
1713 "extracting chroma...\n",
|
|
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|
1714 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1715 "(45, 240)\n",
|
|
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|
1716 "60 44 44 44 45\n",
|
|
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|
1717 "file 123 of 5037\n",
|
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|
1718 "loading speech/music segments...\n",
|
|
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|
1719 "extracting onset patterns and mfccs...\n",
|
|
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|
1720 "extracting chroma...\n",
|
|
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|
1721 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1722 "(60, 240)\n",
|
|
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|
1723 "60 44 44 44 60\n",
|
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|
1724 "file 124 of 5037\n",
|
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|
1725 "loading speech/music segments...\n",
|
|
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|
1726 "extracting onset patterns and mfccs...\n",
|
|
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|
1727 "extracting chroma...\n",
|
|
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|
1728 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1729 "(45, 240)\n",
|
|
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|
1730 "60 44 44 44 45\n",
|
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|
1731 "file 125 of 5037\n",
|
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|
1732 "loading speech/music segments...\n",
|
|
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|
1733 "extracting onset patterns and mfccs...\n",
|
|
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|
1734 "extracting chroma...\n",
|
|
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|
1735 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1736 "(45, 240)\n",
|
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|
1737 "60 44 44 44 45\n",
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|
1738 "file 126 of 5037\n",
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|
1739 "loading speech/music segments...\n",
|
|
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|
1740 "extracting onset patterns and mfccs...\n",
|
|
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|
1741 "extracting chroma...\n",
|
|
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|
1742 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1743 "(45, 240)\n",
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|
1744 "60 44 44 44 45\n",
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|
1745 "file 127 of 5037\n",
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|
1746 "loading speech/music segments...\n",
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1747 "extracting onset patterns and mfccs...\n",
|
|
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|
1748 "extracting chroma...\n",
|
|
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|
1749 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1750 "(45, 240)\n",
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|
1751 "60 44 44 44 45\n",
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|
1752 "file 128 of 5037\n",
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1753 "loading speech/music segments...\n",
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1754 "extracting onset patterns and mfccs...\n",
|
|
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|
1755 "extracting chroma...\n",
|
|
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|
1756 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1757 "(60, 240)\n",
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|
1758 "60 44 44 44 60\n",
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1759 "file 129 of 5037\n",
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1760 "loading speech/music segments...\n",
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1761 "extracting onset patterns and mfccs...\n",
|
|
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|
1762 "extracting chroma...\n",
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|
1763 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
1764 "(60, 240)\n",
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|
1765 "60 44 44 44 60\n",
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1766 "file 130 of 5037\n",
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1767 "loading speech/music segments...\n",
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1768 "extracting onset patterns and mfccs...\n",
|
|
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|
1769 "extracting chroma...\n",
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|
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|
1770 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
1771 "(45, 240)\n",
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|
1772 "60 44 44 44 45\n",
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1773 "file 131 of 5037\n",
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1774 "loading speech/music segments...\n",
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1775 "extracting onset patterns and mfccs...\n",
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|
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|
1776 "extracting chroma...\n",
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1777 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
1778 "(60, 240)\n",
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1779 "60 44 44 44 60\n",
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1780 "file 132 of 5037\n",
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1781 "loading speech/music segments...\n",
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|
1783 "extracting chroma...\n",
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1784 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
1785 "(60, 240)\n",
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1786 "60 44 44 44 60\n",
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1787 "file 133 of 5037\n",
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|
1790 "extracting chroma...\n",
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1791 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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|
1792 "(45, 240)\n",
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1793 "60 44 44 44 45\n",
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1794 "file 134 of 5037\n",
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1797 "extracting chroma...\n",
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1798 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1799 "(45, 240)\n",
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1801 "file 135 of 5037\n",
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1804 "extracting chroma...\n",
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1805 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1806 "(45, 240)\n",
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1811 "extracting chroma...\n",
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1812 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1813 "(45, 240)\n",
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1814 "60 44 44 44 45\n",
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1815 "file 137 of 5037\n",
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|
1818 "extracting chroma...\n",
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1819 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1820 "(60, 240)\n",
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1825 "extracting chroma...\n",
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1826 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1827 "(45, 240)\n",
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1832 "extracting chroma...\n",
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1833 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1834 "(45, 240)\n",
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1835 "60 44 44 44 45\n",
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1839 "extracting chroma...\n",
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1840 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1841 "(60, 240)\n",
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1846 "extracting chroma...\n",
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1847 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1848 "(45, 240)\n",
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1854 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1855 "(45, 240)\n",
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1860 "extracting chroma...\n",
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1861 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1862 "(60, 240)\n",
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1867 "extracting chroma...\n",
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1868 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1869 "(60, 240)\n",
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1874 "extracting chroma...\n",
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1875 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1876 "(45, 240)\n",
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|
1881 "extracting chroma...\n",
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1882 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1883 "(60, 240)\n",
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1888 "extracting chroma...\n",
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1889 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1890 "(60, 240)\n",
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1892 "file 148 of 5037\n",
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1893 "loading speech/music segments...\n",
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1894 "extracting onset patterns and mfccs...\n",
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1895 "extracting chroma...\n",
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1896 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1897 "(60, 240)\n",
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1898 "60 44 44 44 60\n",
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1899 "file 149 of 5037\n",
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1900 "loading speech/music segments...\n",
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1903 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1904 "(45, 240)\n",
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1905 "60 44 44 44 45\n",
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1906 "file 150 of 5037\n",
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1907 "loading speech/music segments...\n",
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1908 "extracting onset patterns and mfccs...\n",
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1909 "extracting chroma...\n",
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1910 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1911 "(45, 240)\n",
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1912 "60 44 44 44 45\n",
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1913 "file 151 of 5037\n",
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1914 "loading speech/music segments...\n",
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1915 "extracting onset patterns and mfccs...\n",
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1916 "extracting chroma...\n",
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1917 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1918 "(60, 240)\n",
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1919 "60 44 44 44 60\n",
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1920 "file 152 of 5037\n",
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1921 "loading speech/music segments...\n",
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1922 "extracting onset patterns and mfccs...\n",
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1923 "extracting chroma...\n",
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1924 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1925 "(45, 240)\n",
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1926 "60 44 44 44 45\n",
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1927 "file 153 of 5037\n",
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1928 "loading speech/music segments...\n",
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1929 "extracting onset patterns and mfccs...\n",
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1930 "extracting chroma...\n",
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1931 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1932 "(45, 240)\n",
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1933 "60 44 44 44 45\n",
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1934 "file 154 of 5037\n",
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1935 "loading speech/music segments...\n"
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1936 ]
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1937 },
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1938 {
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1939 "name": "stdout",
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1940 "output_type": "stream",
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1941 "text": [
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1942 "extracting onset patterns and mfccs...\n",
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1943 "extracting chroma...\n",
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1944 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1945 "(45, 240)\n",
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1946 "60 44 44 44 45\n",
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1947 "file 155 of 5037\n",
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1948 "loading speech/music segments...\n",
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1949 "extracting onset patterns and mfccs...\n",
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1950 "extracting chroma...\n",
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1951 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1952 "(45, 240)\n",
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1953 "60 44 44 44 45\n",
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1954 "file 156 of 5037\n",
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1955 "loading speech/music segments...\n",
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1956 "extracting onset patterns and mfccs...\n",
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1957 "extracting chroma...\n",
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1958 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1959 "(45, 240)\n",
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1960 "60 44 44 44 45\n",
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1961 "file 157 of 5037\n",
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1962 "loading speech/music segments...\n",
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1963 "extracting onset patterns and mfccs...\n",
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1964 "extracting chroma...\n",
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1965 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1966 "(60, 240)\n",
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1967 "60 44 44 44 60\n",
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1968 "file 158 of 5037\n",
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1969 "loading speech/music segments...\n",
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1970 "extracting onset patterns and mfccs...\n",
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1971 "extracting chroma...\n",
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1972 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1973 "(60, 240)\n",
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1974 "60 44 44 44 60\n",
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1975 "file 159 of 5037\n",
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1976 "loading speech/music segments...\n",
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1977 "extracting onset patterns and mfccs...\n",
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1978 "extracting chroma...\n",
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1979 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1980 "(45, 240)\n",
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1981 "60 44 44 44 45\n",
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1982 "file 160 of 5037\n",
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1983 "loading speech/music segments...\n",
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1984 "extracting onset patterns and mfccs...\n",
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1985 "extracting chroma...\n",
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1986 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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1987 "(45, 240)\n",
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1988 "60 44 44 44 45\n",
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1989 "file 161 of 5037\n",
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1990 "loading speech/music segments...\n",
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1991 "extracting onset patterns and mfccs...\n",
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|
1992 "extracting chroma...\n",
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1993 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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1994 "(60, 240)\n",
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1995 "60 44 44 44 60\n",
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1996 "file 162 of 5037\n",
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1997 "loading speech/music segments...\n",
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1998 "extracting onset patterns and mfccs...\n",
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1999 "extracting chroma...\n",
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2000 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2001 "(45, 240)\n",
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2002 "60 44 44 44 45\n",
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2003 "file 163 of 5037\n",
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2004 "loading speech/music segments...\n",
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2005 "extracting onset patterns and mfccs...\n",
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|
2006 "extracting chroma...\n",
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2007 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2008 "(45, 240)\n",
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2009 "60 44 44 44 45\n",
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2010 "file 164 of 5037\n",
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2011 "loading speech/music segments...\n",
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2012 "extracting onset patterns and mfccs...\n",
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2013 "extracting chroma...\n",
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2014 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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|
2015 "(45, 240)\n",
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2016 "60 44 44 44 45\n",
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2017 "file 165 of 5037\n",
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2018 "loading speech/music segments...\n",
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2019 "extracting onset patterns and mfccs...\n",
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|
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|
2020 "extracting chroma...\n",
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|
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|
2021 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2022 "(45, 240)\n",
|
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|
2023 "60 44 44 44 45\n",
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2024 "file 166 of 5037\n",
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2025 "loading speech/music segments...\n",
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2026 "extracting onset patterns and mfccs...\n",
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|
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|
2027 "extracting chroma...\n",
|
|
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|
2028 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2029 "(45, 240)\n",
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|
2030 "60 44 44 44 45\n",
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2031 "file 167 of 5037\n",
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2032 "loading speech/music segments...\n",
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2033 "extracting onset patterns and mfccs...\n",
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|
2034 "extracting chroma...\n",
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|
2035 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2036 "(60, 240)\n",
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|
2037 "60 44 44 44 60\n",
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2038 "file 168 of 5037\n",
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2039 "loading speech/music segments...\n",
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2040 "extracting onset patterns and mfccs...\n",
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|
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|
2041 "extracting chroma...\n",
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2042 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
2043 "(45, 240)\n",
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2044 "60 44 44 44 45\n",
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2045 "file 169 of 5037\n",
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2046 "loading speech/music segments...\n",
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2047 "extracting onset patterns and mfccs...\n",
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|
2048 "extracting chroma...\n",
|
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2049 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2050 "(45, 240)\n",
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2051 "60 44 44 44 45\n",
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2052 "file 170 of 5037\n",
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2053 "loading speech/music segments...\n",
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2054 "extracting onset patterns and mfccs...\n",
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|
2055 "extracting chroma...\n",
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2056 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
2057 "(60, 240)\n",
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2058 "60 44 44 44 60\n",
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2059 "file 171 of 5037\n",
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2060 "loading speech/music segments...\n",
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2061 "extracting onset patterns and mfccs...\n",
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2062 "extracting chroma...\n",
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2063 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2064 "(45, 240)\n",
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2065 "60 44 44 44 45\n",
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2066 "file 172 of 5037\n",
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2067 "loading speech/music segments...\n",
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2068 "extracting onset patterns and mfccs...\n",
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|
2069 "extracting chroma...\n",
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2070 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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2071 "(45, 240)\n",
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2072 "60 44 44 44 45\n",
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2073 "file 173 of 5037\n",
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2074 "loading speech/music segments...\n",
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2075 "extracting onset patterns and mfccs...\n",
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|
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2076 "extracting chroma...\n",
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2077 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2078 "(45, 240)\n",
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2079 "60 44 44 44 45\n",
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2080 "file 174 of 5037\n",
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2081 "loading speech/music segments...\n",
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2082 "extracting onset patterns and mfccs...\n",
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2083 "extracting chroma...\n",
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2084 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2085 "(45, 240)\n",
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2086 "60 44 44 44 45\n",
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2087 "file 175 of 5037\n",
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2088 "loading speech/music segments...\n",
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2089 "extracting onset patterns and mfccs...\n",
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|
2090 "extracting chroma...\n",
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2091 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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2092 "(45, 240)\n",
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2093 "60 44 44 44 45\n",
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2094 "file 176 of 5037\n",
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2095 "loading speech/music segments...\n",
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2096 "extracting onset patterns and mfccs...\n",
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|
2097 "extracting chroma...\n",
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2098 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2099 "(45, 240)\n",
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2100 "60 44 44 44 45\n",
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2101 "file 177 of 5037\n",
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2104 "extracting chroma...\n",
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2105 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2106 "(45, 240)\n",
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2107 "60 44 44 44 45\n",
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2108 "file 178 of 5037\n",
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2109 "loading speech/music segments...\n",
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2110 "extracting onset patterns and mfccs...\n",
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|
2111 "extracting chroma...\n",
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2112 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2113 "(45, 240)\n",
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2114 "60 44 44 44 45\n",
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2118 "extracting chroma...\n",
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2119 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2120 "(45, 240)\n",
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2121 "60 44 44 44 45\n",
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2123 "loading speech/music segments...\n",
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2124 "extracting onset patterns and mfccs...\n",
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2125 "extracting chroma...\n",
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2126 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2127 "(60, 240)\n",
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2132 "extracting chroma...\n",
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2133 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2134 "(45, 240)\n",
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2135 "60 44 44 44 45\n",
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2139 "extracting chroma...\n",
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2140 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2141 "(60, 240)\n",
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2146 "extracting chroma...\n",
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2147 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2148 "(45, 240)\n",
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2149 "60 44 44 44 45\n",
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2150 "file 184 of 5037\n",
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2153 "extracting chroma...\n",
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2154 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2155 "(45, 240)\n",
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2160 "extracting chroma...\n",
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2161 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2162 "(45, 240)\n",
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2165 "loading speech/music segments...\n",
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2166 "extracting onset patterns and mfccs...\n",
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2167 "extracting chroma...\n",
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2168 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2169 "(45, 240)\n",
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2170 "60 44 44 44 45\n",
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2171 "file 187 of 5037\n",
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2172 "loading speech/music segments...\n",
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2173 "extracting onset patterns and mfccs...\n",
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2174 "extracting chroma...\n",
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2175 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2176 "(60, 240)\n",
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2177 "60 44 44 44 60\n",
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2178 "file 188 of 5037\n",
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2179 "loading speech/music segments...\n",
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2180 "extracting onset patterns and mfccs...\n",
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2181 "extracting chroma...\n",
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2182 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2183 "(45, 240)\n",
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2184 "60 44 44 44 45\n",
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2185 "file 189 of 5037\n",
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2186 "loading speech/music segments...\n",
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2187 "extracting onset patterns and mfccs...\n",
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2188 "extracting chroma...\n",
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2189 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2190 "(45, 240)\n",
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2191 "60 44 44 44 45\n",
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2192 "file 190 of 5037\n",
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2193 "loading speech/music segments...\n",
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2194 "extracting onset patterns and mfccs...\n",
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2195 "extracting chroma...\n",
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2196 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2197 "(45, 240)\n",
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2198 "60 44 44 44 45\n",
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2199 "file 191 of 5037\n",
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2203 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2204 "(45, 240)\n",
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2205 "60 44 44 44 45\n",
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2206 "file 192 of 5037\n",
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2209 "extracting chroma...\n",
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2210 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n"
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2211 ]
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2212 },
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2213 {
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2214 "name": "stdout",
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2215 "output_type": "stream",
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2216 "text": [
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2217 "(60, 240)\n",
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2218 "60 44 44 44 60\n",
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2219 "file 193 of 5037\n",
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2220 "loading speech/music segments...\n",
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2221 "extracting onset patterns and mfccs...\n",
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2222 "extracting chroma...\n",
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2223 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2224 "(60, 240)\n",
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2225 "60 44 44 44 60\n",
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2226 "file 194 of 5037\n",
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2227 "loading speech/music segments...\n",
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2228 "extracting onset patterns and mfccs...\n",
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2229 "extracting chroma...\n",
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2230 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2231 "(45, 240)\n",
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2232 "60 44 44 44 45\n",
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2233 "file 195 of 5037\n",
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2237 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2238 "(45, 240)\n",
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2239 "60 44 44 44 45\n",
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2245 "(45, 240)\n",
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2246 "60 44 44 44 45\n",
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2247 "file 197 of 5037\n",
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2250 "extracting chroma...\n",
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2251 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2252 "(45, 240)\n",
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2254 "file 198 of 5037\n",
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2257 "extracting chroma...\n",
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2258 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2259 "(45, 240)\n",
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2260 "60 44 44 44 45\n",
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2261 "file 199 of 5037\n",
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2262 "loading speech/music segments...\n",
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2264 "extracting chroma...\n",
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2265 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2266 "(45, 240)\n",
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2267 "60 44 44 44 45\n",
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2268 "file 200 of 5037\n",
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2270 "extracting onset patterns and mfccs...\n",
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2271 "extracting chroma...\n",
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2272 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2273 "(45, 240)\n",
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2274 "60 44 44 44 45\n",
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2275 "file 201 of 5037\n",
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2276 "loading speech/music segments...\n",
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2278 "extracting chroma...\n",
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2279 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2280 "(45, 240)\n",
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2281 "60 44 44 44 45\n",
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2282 "file 202 of 5037\n",
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2285 "extracting chroma...\n",
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2286 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2287 "(45, 240)\n",
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2288 "60 44 44 44 45\n",
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2289 "file 203 of 5037\n",
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2290 "loading speech/music segments...\n",
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2292 "extracting chroma...\n",
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2293 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2294 "(45, 240)\n",
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2295 "60 44 44 44 45\n",
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2296 "file 204 of 5037\n",
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2299 "extracting chroma...\n",
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2300 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2301 "(45, 240)\n",
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2307 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2308 "(45, 240)\n",
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2310 "file 206 of 5037\n",
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2313 "extracting chroma...\n",
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2314 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2315 "(45, 240)\n",
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2316 "60 44 44 44 45\n",
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2317 "file 207 of 5037\n",
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2320 "extracting chroma...\n",
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2321 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2322 "(45, 240)\n",
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2323 "60 44 44 44 45\n",
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2324 "file 208 of 5037\n",
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2327 "extracting chroma...\n",
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2328 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2329 "(60, 240)\n",
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2336 "(60, 240)\n",
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2341 "extracting chroma...\n",
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2342 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2343 "(45, 240)\n",
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2344 "60 44 44 44 45\n",
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2349 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2350 "(45, 240)\n",
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2351 "60 44 44 44 45\n",
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2356 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2357 "(45, 240)\n",
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2358 "60 44 44 44 45\n",
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2359 "file 213 of 5037\n",
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2362 "extracting chroma...\n",
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2363 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2364 "(45, 240)\n",
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2365 "60 44 44 44 45\n",
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2370 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2371 "(45, 240)\n",
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2372 "60 44 44 44 45\n",
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2377 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2378 "(45, 240)\n",
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2379 "60 44 44 44 45\n",
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2384 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2385 "(45, 240)\n",
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2390 "extracting chroma...\n",
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2391 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2392 "(45, 240)\n",
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2398 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2399 "(60, 240)\n",
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2405 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2419 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2420 "(45, 240)\n",
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2427 "extracting chroma...\n",
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2428 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2429 "(60, 240)\n",
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|
2435 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2436 "(45, 240)\n",
|
|
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|
2437 "60 44 44 44 45\n",
|
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2438 "file 225 of 5037\n",
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2439 "loading speech/music segments...\n",
|
|
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|
2440 "extracting onset patterns and mfccs...\n",
|
|
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|
2441 "extracting chroma...\n",
|
|
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|
2442 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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|
2443 "(45, 240)\n",
|
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|
2444 "60 44 44 44 45\n",
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2445 "file 226 of 5037\n",
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2446 "loading speech/music segments...\n",
|
|
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2447 "extracting onset patterns and mfccs...\n",
|
|
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|
2448 "extracting chroma...\n",
|
|
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|
2449 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2450 "(45, 240)\n",
|
|
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|
2451 "60 44 44 44 45\n",
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2452 "file 227 of 5037\n",
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2453 "loading speech/music segments...\n",
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|
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2454 "extracting onset patterns and mfccs...\n",
|
|
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|
2455 "extracting chroma...\n",
|
|
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|
2456 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2457 "(60, 240)\n",
|
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2458 "60 44 44 44 60\n",
|
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2459 "file 228 of 5037\n",
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2460 "loading speech/music segments...\n",
|
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2461 "extracting onset patterns and mfccs...\n",
|
|
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|
2462 "extracting chroma...\n",
|
|
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|
2463 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2464 "(45, 240)\n",
|
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|
2465 "60 44 44 44 45\n",
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2466 "file 229 of 5037\n",
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2467 "loading speech/music segments...\n",
|
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2468 "extracting onset patterns and mfccs...\n",
|
|
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|
2469 "extracting chroma...\n",
|
|
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|
2470 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2471 "(45, 240)\n",
|
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2472 "60 44 44 44 45\n",
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2473 "file 230 of 5037\n",
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2474 "loading speech/music segments...\n",
|
|
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|
2475 "extracting onset patterns and mfccs...\n",
|
|
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|
2476 "extracting chroma...\n",
|
|
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|
2477 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2478 "(60, 240)\n",
|
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2479 "60 44 44 44 60\n",
|
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2480 "file 231 of 5037\n",
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2481 "loading speech/music segments...\n",
|
|
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2482 "extracting onset patterns and mfccs...\n",
|
|
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|
2483 "extracting chroma...\n",
|
|
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|
2484 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2485 "(45, 240)\n",
|
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|
2486 "60 44 44 44 45\n",
|
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2487 "file 232 of 5037\n",
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|
2488 "loading speech/music segments...\n",
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2489 "extracting onset patterns and mfccs...\n"
|
|
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|
2490 ]
|
|
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|
2491 },
|
|
m@21
|
2492 {
|
|
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|
2493 "name": "stdout",
|
|
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|
2494 "output_type": "stream",
|
|
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|
2495 "text": [
|
|
m@21
|
2496 "extracting chroma...\n",
|
|
m@26
|
2497 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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2498 "(45, 240)\n",
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2499 "60 44 44 44 45\n",
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2500 "file 233 of 5037\n",
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2501 "loading speech/music segments...\n",
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|
2502 "extracting onset patterns and mfccs...\n",
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|
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|
2503 "extracting chroma...\n",
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|
2504 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2505 "(60, 240)\n",
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2506 "60 44 44 44 60\n",
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2507 "file 234 of 5037\n",
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2508 "loading speech/music segments...\n",
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2509 "extracting onset patterns and mfccs...\n",
|
|
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|
2510 "extracting chroma...\n",
|
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|
2511 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2512 "(60, 240)\n",
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|
2513 "60 44 44 44 60\n",
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2514 "file 235 of 5037\n",
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2515 "loading speech/music segments...\n",
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2516 "extracting onset patterns and mfccs...\n",
|
|
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|
2517 "extracting chroma...\n",
|
|
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|
2518 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2519 "(60, 240)\n",
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|
2520 "60 44 44 44 60\n",
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2521 "file 236 of 5037\n",
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2522 "loading speech/music segments...\n",
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2523 "extracting onset patterns and mfccs...\n",
|
|
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|
2524 "extracting chroma...\n",
|
|
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|
2525 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2526 "(45, 240)\n",
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|
2527 "60 44 44 44 45\n",
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2528 "file 237 of 5037\n",
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2529 "loading speech/music segments...\n",
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2530 "extracting onset patterns and mfccs...\n",
|
|
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|
2531 "extracting chroma...\n",
|
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|
2532 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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2533 "(45, 240)\n",
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|
2534 "60 44 44 44 45\n",
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2535 "file 238 of 5037\n",
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2536 "loading speech/music segments...\n",
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|
2537 "extracting onset patterns and mfccs...\n",
|
|
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|
2538 "extracting chroma...\n",
|
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|
2539 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2540 "(60, 240)\n",
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|
2541 "60 44 44 44 60\n",
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2542 "file 239 of 5037\n",
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2543 "loading speech/music segments...\n",
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2544 "extracting onset patterns and mfccs...\n",
|
|
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|
2545 "extracting chroma...\n",
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|
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|
2546 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2547 "(60, 240)\n",
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2548 "60 44 44 44 60\n",
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2549 "file 240 of 5037\n",
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2550 "loading speech/music segments...\n",
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2551 "extracting onset patterns and mfccs...\n",
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|
2552 "extracting chroma...\n",
|
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|
2553 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
2554 "(60, 240)\n",
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2555 "60 44 44 44 60\n",
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2556 "file 241 of 5037\n",
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2557 "loading speech/music segments...\n",
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2558 "extracting onset patterns and mfccs...\n",
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|
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|
2559 "extracting chroma...\n",
|
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|
2560 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2561 "(45, 240)\n",
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2562 "60 44 44 44 45\n",
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2563 "file 242 of 5037\n",
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2564 "loading speech/music segments...\n",
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2565 "extracting onset patterns and mfccs...\n",
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|
2566 "extracting chroma...\n",
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|
2567 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2568 "(45, 240)\n",
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2569 "60 44 44 44 45\n",
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2570 "file 243 of 5037\n",
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2571 "loading speech/music segments...\n",
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2572 "extracting onset patterns and mfccs...\n",
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|
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|
2573 "extracting chroma...\n",
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2574 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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2575 "(28, 240)\n",
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2576 "60 28 28 28 28\n",
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2577 "file 244 of 5037\n",
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2578 "loading speech/music segments...\n",
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2579 "extracting onset patterns and mfccs...\n",
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|
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|
2580 "extracting chroma...\n",
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|
2581 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
2582 "(45, 240)\n",
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2583 "60 44 44 44 45\n",
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2584 "file 245 of 5037\n",
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2586 "extracting onset patterns and mfccs...\n",
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|
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|
2587 "extracting chroma...\n",
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2588 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2589 "(45, 240)\n",
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|
2590 "60 44 44 44 45\n",
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2591 "file 246 of 5037\n",
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2592 "loading speech/music segments...\n",
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2593 "extracting onset patterns and mfccs...\n",
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|
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|
2594 "extracting chroma...\n",
|
|
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|
2595 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2596 "(45, 240)\n",
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|
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|
2597 "60 44 44 44 45\n",
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2598 "file 247 of 5037\n",
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2600 "extracting onset patterns and mfccs...\n",
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|
2601 "extracting chroma...\n",
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2602 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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2603 "(20, 240)\n",
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2604 "60 20 20 20 20\n",
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2605 "file 248 of 5037\n",
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2607 "extracting onset patterns and mfccs...\n",
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2609 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2610 "(45, 240)\n",
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2611 "60 44 44 44 45\n",
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2615 "extracting chroma...\n",
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2616 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2617 "(45, 240)\n",
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2618 "60 44 44 44 45\n",
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2619 "file 250 of 5037\n",
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2621 "extracting onset patterns and mfccs...\n",
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|
2622 "extracting chroma...\n",
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2623 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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2624 "(45, 240)\n",
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2625 "60 44 44 44 45\n",
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2626 "file 251 of 5037\n",
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2628 "extracting onset patterns and mfccs...\n",
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|
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|
2629 "extracting chroma...\n",
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2630 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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2631 "(45, 240)\n",
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2632 "60 44 44 44 45\n",
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2633 "file 252 of 5037\n",
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2634 "loading speech/music segments...\n",
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|
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|
2636 "extracting chroma...\n",
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|
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2637 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2638 "(45, 240)\n",
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2639 "60 44 44 44 45\n",
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2640 "file 253 of 5037\n",
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2644 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2645 "(45, 240)\n",
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2646 "60 44 44 44 45\n",
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2647 "file 254 of 5037\n",
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2649 "extracting onset patterns and mfccs...\n",
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|
2650 "extracting chroma...\n",
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|
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2651 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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2652 "(45, 240)\n",
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2653 "60 44 44 44 45\n",
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2654 "file 255 of 5037\n",
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2655 "loading speech/music segments...\n",
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2656 "extracting onset patterns and mfccs...\n",
|
|
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|
2657 "extracting chroma...\n",
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|
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|
2658 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2659 "(45, 240)\n",
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|
2660 "60 44 44 44 45\n",
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2661 "file 256 of 5037\n",
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2663 "extracting onset patterns and mfccs...\n",
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|
2664 "extracting chroma...\n",
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|
2665 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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2666 "(60, 240)\n",
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2667 "60 44 44 44 60\n",
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2668 "file 257 of 5037\n",
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2669 "loading speech/music segments...\n",
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2670 "extracting onset patterns and mfccs...\n",
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|
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|
2671 "extracting chroma...\n",
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2672 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2673 "(45, 240)\n",
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2674 "60 44 44 44 45\n",
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2677 "extracting onset patterns and mfccs...\n",
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|
2678 "extracting chroma...\n",
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2679 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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2680 "(60, 240)\n",
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2681 "60 44 44 44 60\n",
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2682 "file 259 of 5037\n",
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|
2685 "extracting chroma...\n",
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|
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|
2686 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2687 "(45, 240)\n",
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2688 "60 44 44 44 45\n",
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2691 "extracting onset patterns and mfccs...\n",
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|
2692 "extracting chroma...\n",
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2693 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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2694 "(60, 240)\n",
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|
2699 "extracting chroma...\n",
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|
2701 "(60, 240)\n",
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2703 "file 262 of 5037\n",
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|
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|
2704 "loading speech/music segments...\n",
|
|
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|
2705 "extracting onset patterns and mfccs...\n",
|
|
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|
2706 "extracting chroma...\n",
|
|
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|
2707 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2708 "(60, 240)\n",
|
|
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|
2709 "60 44 44 44 60\n",
|
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|
2710 "file 263 of 5037\n",
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|
2711 "loading speech/music segments...\n",
|
|
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|
2712 "extracting onset patterns and mfccs...\n",
|
|
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|
2713 "extracting chroma...\n",
|
|
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|
2714 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2715 "(45, 240)\n",
|
|
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|
2716 "60 44 44 44 45\n",
|
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|
2717 "file 264 of 5037\n",
|
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|
2718 "loading speech/music segments...\n",
|
|
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|
2719 "extracting onset patterns and mfccs...\n",
|
|
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|
2720 "extracting chroma...\n",
|
|
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|
2721 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2722 "(45, 240)\n",
|
|
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|
2723 "60 44 44 44 45\n",
|
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2724 "file 265 of 5037\n",
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2725 "loading speech/music segments...\n",
|
|
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2726 "extracting onset patterns and mfccs...\n",
|
|
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|
2727 "extracting chroma...\n",
|
|
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|
2728 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2729 "(45, 240)\n",
|
|
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|
2730 "60 44 44 44 45\n",
|
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2731 "file 266 of 5037\n",
|
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2732 "loading speech/music segments...\n",
|
|
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|
2733 "extracting onset patterns and mfccs...\n",
|
|
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|
2734 "extracting chroma...\n",
|
|
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|
2735 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2736 "(45, 240)\n",
|
|
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|
2737 "60 44 44 44 45\n",
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|
2738 "file 267 of 5037\n",
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|
2739 "loading speech/music segments...\n",
|
|
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|
2740 "extracting onset patterns and mfccs...\n",
|
|
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|
2741 "extracting chroma...\n",
|
|
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|
2742 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2743 "(60, 240)\n",
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|
2744 "60 44 44 44 60\n",
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2745 "file 268 of 5037\n",
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2746 "loading speech/music segments...\n",
|
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|
2747 "extracting onset patterns and mfccs...\n",
|
|
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|
2748 "extracting chroma...\n",
|
|
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|
2749 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2750 "(45, 240)\n",
|
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|
2751 "60 44 44 44 45\n",
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2752 "file 269 of 5037\n",
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|
2753 "loading speech/music segments...\n",
|
|
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|
2754 "extracting onset patterns and mfccs...\n",
|
|
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|
2755 "extracting chroma...\n",
|
|
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|
2756 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2757 "(45, 240)\n",
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|
2758 "60 44 44 44 45\n",
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2759 "file 270 of 5037\n",
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2760 "loading speech/music segments...\n",
|
|
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|
2761 "extracting onset patterns and mfccs...\n",
|
|
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|
2762 "extracting chroma...\n",
|
|
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|
2763 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n"
|
|
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|
2764 ]
|
|
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|
2765 },
|
|
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|
2766 {
|
|
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|
2767 "name": "stdout",
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|
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|
2768 "output_type": "stream",
|
|
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|
2769 "text": [
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|
2770 "(45, 240)\n",
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2771 "60 44 44 44 45\n",
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2772 "file 271 of 5037\n",
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2773 "loading speech/music segments...\n",
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2774 "extracting onset patterns and mfccs...\n",
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|
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|
2775 "extracting chroma...\n",
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2776 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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2777 "(45, 240)\n",
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2778 "60 44 44 44 45\n",
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2779 "file 272 of 5037\n",
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2780 "loading speech/music segments...\n",
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2781 "extracting onset patterns and mfccs...\n",
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|
2782 "extracting chroma...\n",
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2783 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2784 "(45, 240)\n",
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2785 "60 44 44 44 45\n",
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2786 "file 273 of 5037\n",
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2787 "loading speech/music segments...\n",
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|
2789 "extracting chroma...\n",
|
|
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2790 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2791 "(45, 240)\n",
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|
2792 "60 44 44 44 45\n",
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2793 "file 274 of 5037\n",
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|
2794 "loading speech/music segments...\n",
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|
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|
2795 "extracting onset patterns and mfccs...\n",
|
|
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|
2796 "extracting chroma...\n",
|
|
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2797 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2798 "(60, 240)\n",
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|
2799 "60 44 44 44 60\n",
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2800 "file 275 of 5037\n",
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2801 "loading speech/music segments...\n",
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|
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2802 "extracting onset patterns and mfccs...\n",
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|
2803 "extracting chroma...\n",
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2804 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
2805 "(45, 240)\n",
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2806 "60 44 44 44 45\n",
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2807 "file 276 of 5037\n",
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2808 "loading speech/music segments...\n",
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2809 "extracting onset patterns and mfccs...\n",
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|
2810 "extracting chroma...\n",
|
|
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2811 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
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|
2812 "(45, 240)\n",
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|
2813 "60 44 44 44 45\n",
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2814 "file 277 of 5037\n",
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2815 "loading speech/music segments...\n",
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2816 "extracting onset patterns and mfccs...\n",
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|
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|
2817 "extracting chroma...\n",
|
|
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|
2818 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2819 "(60, 240)\n",
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|
2820 "60 44 44 44 60\n",
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|
2821 "file 278 of 5037\n",
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|
2822 "loading speech/music segments...\n",
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2823 "extracting onset patterns and mfccs...\n",
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|
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|
2824 "extracting chroma...\n",
|
|
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|
2825 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2826 "(45, 240)\n",
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|
2827 "60 44 44 44 45\n",
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2828 "file 279 of 5037\n",
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|
2829 "loading speech/music segments...\n",
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|
2830 "extracting onset patterns and mfccs...\n",
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|
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|
2831 "extracting chroma...\n",
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|
2832 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2833 "(45, 240)\n",
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2834 "60 44 44 44 45\n",
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2835 "file 280 of 5037\n",
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2836 "loading speech/music segments...\n",
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2837 "extracting onset patterns and mfccs...\n",
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|
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|
2838 "extracting chroma...\n",
|
|
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|
2839 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2840 "(45, 240)\n",
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|
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|
2841 "60 44 44 44 45\n",
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2842 "file 281 of 5037\n",
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2843 "loading speech/music segments...\n",
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|
2844 "extracting onset patterns and mfccs...\n",
|
|
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|
2845 "extracting chroma...\n",
|
|
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|
2846 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2847 "(45, 240)\n",
|
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|
2848 "60 44 44 44 45\n",
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2849 "file 282 of 5037\n",
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2850 "loading speech/music segments...\n",
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2851 "extracting onset patterns and mfccs...\n",
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|
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|
2852 "extracting chroma...\n",
|
|
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|
2853 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2854 "(45, 240)\n",
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2855 "60 44 44 44 45\n",
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2856 "file 283 of 5037\n",
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2857 "loading speech/music segments...\n",
|
|
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2858 "extracting onset patterns and mfccs...\n",
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|
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|
2859 "extracting chroma...\n",
|
|
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|
2860 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2861 "(45, 240)\n",
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|
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|
2862 "60 44 44 44 45\n",
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2863 "file 284 of 5037\n",
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2864 "loading speech/music segments...\n",
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|
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2865 "extracting onset patterns and mfccs...\n",
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|
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|
2866 "extracting chroma...\n",
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|
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|
2867 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
2868 "(60, 240)\n",
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|
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|
2869 "60 44 44 44 60\n",
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|
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2870 "file 285 of 5037\n",
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|
2871 "loading speech/music segments...\n",
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|
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2872 "extracting onset patterns and mfccs...\n",
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|
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|
2873 "extracting chroma...\n",
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|
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|
2874 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2875 "(45, 240)\n",
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|
2876 "60 44 44 44 45\n",
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2877 "file 286 of 5037\n",
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2878 "loading speech/music segments...\n",
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|
2879 "extracting onset patterns and mfccs...\n",
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|
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|
2880 "extracting chroma...\n",
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|
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|
2881 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2882 "(45, 240)\n",
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|
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|
2883 "60 44 44 44 45\n",
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2884 "file 287 of 5037\n",
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2885 "loading speech/music segments...\n",
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2886 "extracting onset patterns and mfccs...\n",
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|
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|
2887 "extracting chroma...\n",
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|
2888 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2889 "(60, 240)\n",
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|
2890 "60 44 44 44 60\n",
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2891 "file 288 of 5037\n",
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2892 "loading speech/music segments...\n",
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2893 "extracting onset patterns and mfccs...\n",
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|
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|
2894 "extracting chroma...\n",
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|
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|
2895 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2896 "(45, 240)\n",
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|
2897 "60 44 44 44 45\n",
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2898 "file 289 of 5037\n",
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2899 "loading speech/music segments...\n",
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|
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|
2900 "extracting onset patterns and mfccs...\n",
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|
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|
2901 "extracting chroma...\n",
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|
2902 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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2903 "(45, 240)\n",
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|
2904 "60 44 44 44 45\n",
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2905 "file 290 of 5037\n",
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2906 "loading speech/music segments...\n",
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|
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|
2907 "extracting onset patterns and mfccs...\n",
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|
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|
2908 "extracting chroma...\n",
|
|
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|
2909 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2910 "(45, 240)\n",
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|
2911 "60 44 44 44 45\n",
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|
2912 "file 291 of 5037\n",
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|
2913 "loading speech/music segments...\n",
|
|
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|
2914 "extracting onset patterns and mfccs...\n",
|
|
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|
2915 "extracting chroma...\n",
|
|
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|
2916 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2917 "(45, 240)\n",
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|
2918 "60 44 44 44 45\n",
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2919 "file 292 of 5037\n",
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2920 "loading speech/music segments...\n",
|
|
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|
2921 "extracting onset patterns and mfccs...\n",
|
|
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|
2922 "extracting chroma...\n",
|
|
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|
2923 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2924 "(45, 240)\n",
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|
2925 "60 44 44 44 45\n",
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2926 "file 293 of 5037\n",
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2927 "loading speech/music segments...\n",
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|
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|
2928 "extracting onset patterns and mfccs...\n",
|
|
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|
2929 "extracting chroma...\n",
|
|
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|
2930 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2931 "(45, 240)\n",
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|
2932 "60 44 44 44 45\n",
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2933 "file 294 of 5037\n",
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2934 "loading speech/music segments...\n",
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2935 "extracting onset patterns and mfccs...\n",
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|
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|
2936 "extracting chroma...\n",
|
|
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|
2937 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
2938 "(60, 240)\n",
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2939 "60 44 44 44 60\n",
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2940 "file 295 of 5037\n",
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2941 "loading speech/music segments...\n",
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2942 "extracting onset patterns and mfccs...\n",
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|
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|
2943 "extracting chroma...\n",
|
|
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|
2944 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2945 "(45, 240)\n",
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2946 "60 44 44 44 45\n",
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2947 "file 296 of 5037\n",
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2948 "loading speech/music segments...\n",
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|
2949 "extracting onset patterns and mfccs...\n",
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|
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|
2950 "extracting chroma...\n",
|
|
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|
2951 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2952 "(45, 240)\n",
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2953 "60 44 44 44 45\n",
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2954 "file 297 of 5037\n",
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2955 "loading speech/music segments...\n",
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2956 "extracting onset patterns and mfccs...\n",
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|
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|
2957 "extracting chroma...\n",
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|
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|
2958 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2959 "(45, 240)\n",
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|
2960 "60 44 44 44 45\n",
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2961 "file 298 of 5037\n",
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2962 "loading speech/music segments...\n",
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2963 "extracting onset patterns and mfccs...\n",
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|
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|
2964 "extracting chroma...\n",
|
|
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|
2965 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2966 "(45, 240)\n",
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|
2967 "60 44 44 44 45\n",
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2968 "file 299 of 5037\n",
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2969 "loading speech/music segments...\n",
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|
2970 "extracting onset patterns and mfccs...\n",
|
|
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|
2971 "extracting chroma...\n",
|
|
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|
2972 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2973 "(45, 240)\n",
|
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|
2974 "60 44 44 44 45\n",
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2975 "file 300 of 5037\n",
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2976 "loading speech/music segments...\n",
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2977 "extracting onset patterns and mfccs...\n",
|
|
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|
2978 "extracting chroma...\n",
|
|
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2979 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2980 "(45, 240)\n",
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|
2981 "60 44 44 44 45\n",
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|
2982 "file 301 of 5037\n",
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2983 "loading speech/music segments...\n",
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|
2984 "extracting onset patterns and mfccs...\n",
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|
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|
2985 "extracting chroma...\n",
|
|
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|
2986 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
2987 "(45, 240)\n",
|
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|
2988 "60 44 44 44 45\n",
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2989 "file 302 of 5037\n",
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2990 "loading speech/music segments...\n",
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|
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|
2991 "extracting onset patterns and mfccs...\n",
|
|
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|
2992 "extracting chroma...\n",
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|
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|
2993 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
2994 "(45, 240)\n",
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|
2995 "60 44 44 44 45\n",
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2996 "file 303 of 5037\n",
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2997 "loading speech/music segments...\n",
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2998 "extracting onset patterns and mfccs...\n",
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|
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|
2999 "extracting chroma...\n",
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3000 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
3001 "(45, 240)\n",
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3002 "60 44 44 44 45\n",
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3003 "file 304 of 5037\n",
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3004 "loading speech/music segments...\n",
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3005 "extracting onset patterns and mfccs...\n",
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|
3006 "extracting chroma...\n",
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3007 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
3008 "(45, 240)\n",
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3009 "60 44 44 44 45\n",
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3010 "file 305 of 5037\n",
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3011 "loading speech/music segments...\n",
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3012 "extracting onset patterns and mfccs...\n",
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|
3013 "extracting chroma...\n",
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3014 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
3015 "(60, 240)\n",
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3016 "60 44 44 44 60\n",
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3017 "file 306 of 5037\n",
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3018 "loading speech/music segments...\n",
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3019 "extracting onset patterns and mfccs...\n",
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|
3020 "extracting chroma...\n",
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3021 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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3022 "(45, 240)\n",
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3023 "60 44 44 44 45\n",
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3024 "file 307 of 5037\n",
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3025 "loading speech/music segments...\n",
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3026 "extracting onset patterns and mfccs...\n",
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3027 "extracting chroma...\n",
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3028 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
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|
3029 "(45, 240)\n",
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3030 "60 44 44 44 45\n",
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3031 "file 308 of 5037\n",
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3032 "loading speech/music segments...\n",
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3033 "extracting onset patterns and mfccs...\n",
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|
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|
3034 "extracting chroma...\n",
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3035 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
3036 "(60, 240)\n",
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3037 "60 44 44 44 60\n",
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3038 "file 309 of 5037\n",
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3039 "loading speech/music segments...\n",
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3040 "extracting onset patterns and mfccs...\n"
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|
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|
3041 ]
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|
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|
3042 },
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|
3043 {
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|
3044 "name": "stdout",
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|
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|
3045 "output_type": "stream",
|
|
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|
3046 "text": [
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|
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|
3047 "extracting chroma...\n",
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3048 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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3049 "(45, 240)\n",
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3050 "60 44 44 44 45\n",
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3051 "file 310 of 5037\n",
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3052 "loading speech/music segments...\n",
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3053 "extracting onset patterns and mfccs...\n",
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3054 "extracting chroma...\n",
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3055 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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3056 "(60, 240)\n",
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3057 "60 44 44 44 60\n",
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3058 "file 311 of 5037\n",
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3059 "loading speech/music segments...\n",
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3060 "extracting onset patterns and mfccs...\n",
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|
3061 "extracting chroma...\n",
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3062 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
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|
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|
3063 "(60, 240)\n",
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3064 "60 44 44 44 60\n",
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3065 "file 312 of 5037\n",
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3066 "loading speech/music segments...\n",
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3067 "extracting onset patterns and mfccs...\n",
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|
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|
3068 "extracting chroma...\n",
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|
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|
3069 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3070 "(45, 240)\n",
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|
3071 "60 44 44 44 45\n",
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3072 "file 313 of 5037\n",
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3073 "loading speech/music segments...\n",
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3074 "extracting onset patterns and mfccs...\n",
|
|
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|
3075 "extracting chroma...\n",
|
|
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|
3076 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3077 "(45, 240)\n",
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|
3078 "60 44 44 44 45\n",
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3079 "file 314 of 5037\n",
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3080 "loading speech/music segments...\n",
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|
3081 "extracting onset patterns and mfccs...\n",
|
|
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|
3082 "extracting chroma...\n",
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|
3083 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3084 "(60, 240)\n",
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3085 "60 44 44 44 60\n",
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3086 "file 315 of 5037\n",
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3087 "loading speech/music segments...\n",
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3088 "extracting onset patterns and mfccs...\n",
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|
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|
3089 "extracting chroma...\n",
|
|
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|
3090 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3091 "(45, 240)\n",
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|
3092 "60 44 44 44 45\n",
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3093 "file 316 of 5037\n",
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3094 "loading speech/music segments...\n",
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|
3095 "extracting onset patterns and mfccs...\n",
|
|
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|
3096 "extracting chroma...\n",
|
|
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|
3097 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3098 "(60, 240)\n",
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|
3099 "60 44 44 44 60\n",
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3100 "file 317 of 5037\n",
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|
3101 "loading speech/music segments...\n",
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|
3102 "extracting onset patterns and mfccs...\n",
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|
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|
3103 "extracting chroma...\n",
|
|
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|
3104 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3105 "(45, 240)\n",
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|
3106 "60 44 44 44 45\n",
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3107 "file 318 of 5037\n",
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3108 "loading speech/music segments...\n",
|
|
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|
3109 "extracting onset patterns and mfccs...\n",
|
|
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|
3110 "extracting chroma...\n",
|
|
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|
3111 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3112 "(45, 240)\n",
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|
3113 "60 44 44 44 45\n",
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3114 "file 319 of 5037\n",
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3115 "loading speech/music segments...\n",
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|
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3116 "extracting onset patterns and mfccs...\n",
|
|
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|
3117 "extracting chroma...\n",
|
|
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|
3118 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3119 "(45, 240)\n",
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|
3120 "60 44 44 44 45\n",
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|
3121 "file 320 of 5037\n",
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|
3122 "loading speech/music segments...\n",
|
|
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|
3123 "extracting onset patterns and mfccs...\n",
|
|
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|
3124 "extracting chroma...\n",
|
|
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|
3125 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3126 "(45, 240)\n",
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|
3127 "60 44 44 44 45\n",
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3128 "file 321 of 5037\n",
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3129 "loading speech/music segments...\n",
|
|
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|
3130 "extracting onset patterns and mfccs...\n",
|
|
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|
3131 "extracting chroma...\n",
|
|
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|
3132 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3133 "(60, 240)\n",
|
|
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|
3134 "60 44 44 44 60\n",
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|
3135 "file 322 of 5037\n",
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|
3136 "loading speech/music segments...\n",
|
|
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|
3137 "extracting onset patterns and mfccs...\n",
|
|
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|
3138 "extracting chroma...\n",
|
|
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|
3139 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3140 "(60, 240)\n",
|
|
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|
3141 "60 44 44 44 60\n",
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|
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|
3142 "file 323 of 5037\n",
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|
3143 "loading speech/music segments...\n",
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|
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|
3144 "extracting onset patterns and mfccs...\n",
|
|
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|
3145 "extracting chroma...\n",
|
|
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|
3146 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3147 "(60, 240)\n",
|
|
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|
3148 "60 44 44 44 60\n",
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|
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|
3149 "file 324 of 5037\n",
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|
3150 "loading speech/music segments...\n",
|
|
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|
3151 "extracting onset patterns and mfccs...\n",
|
|
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|
3152 "extracting chroma...\n",
|
|
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|
3153 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3154 "(60, 240)\n",
|
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|
3155 "60 44 44 44 60\n",
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|
3156 "file 325 of 5037\n",
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3157 "loading speech/music segments...\n",
|
|
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|
3158 "extracting onset patterns and mfccs...\n",
|
|
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|
3159 "extracting chroma...\n",
|
|
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|
3160 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3161 "(45, 240)\n",
|
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|
3162 "60 44 44 44 45\n",
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3163 "file 326 of 5037\n",
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3164 "loading speech/music segments...\n",
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|
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|
3165 "extracting onset patterns and mfccs...\n",
|
|
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|
3166 "extracting chroma...\n",
|
|
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|
3167 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3168 "(45, 240)\n",
|
|
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|
3169 "60 44 44 44 45\n",
|
|
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|
3170 "file 327 of 5037\n",
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|
3171 "loading speech/music segments...\n",
|
|
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|
3172 "extracting onset patterns and mfccs...\n",
|
|
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|
3173 "extracting chroma...\n",
|
|
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|
3174 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3175 "(45, 240)\n",
|
|
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|
3176 "60 44 44 44 45\n",
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|
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|
3177 "file 328 of 5037\n",
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|
3178 "loading speech/music segments...\n",
|
|
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|
3179 "extracting onset patterns and mfccs...\n",
|
|
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|
3180 "extracting chroma...\n",
|
|
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|
3181 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3182 "(45, 240)\n",
|
|
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|
3183 "60 44 44 44 45\n",
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|
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|
3184 "file 329 of 5037\n",
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|
3185 "loading speech/music segments...\n",
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|
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|
3186 "extracting onset patterns and mfccs...\n",
|
|
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|
3187 "extracting chroma...\n",
|
|
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|
3188 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3189 "(45, 240)\n",
|
|
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|
3190 "60 44 44 44 45\n",
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3191 "file 330 of 5037\n",
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|
3192 "loading speech/music segments...\n",
|
|
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|
3193 "extracting onset patterns and mfccs...\n",
|
|
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|
3194 "extracting chroma...\n",
|
|
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|
3195 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3196 "(45, 240)\n",
|
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|
3197 "60 44 44 44 45\n",
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3198 "file 331 of 5037\n",
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3199 "loading speech/music segments...\n",
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|
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|
3200 "extracting onset patterns and mfccs...\n",
|
|
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|
3201 "extracting chroma...\n",
|
|
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|
3202 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3203 "(45, 240)\n",
|
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|
3204 "60 44 44 44 45\n",
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3205 "file 332 of 5037\n",
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3206 "loading speech/music segments...\n",
|
|
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|
3207 "extracting onset patterns and mfccs...\n",
|
|
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|
3208 "extracting chroma...\n",
|
|
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|
3209 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3210 "(60, 240)\n",
|
|
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|
3211 "60 44 44 44 60\n",
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|
3212 "file 333 of 5037\n",
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|
3213 "loading speech/music segments...\n",
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|
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|
3214 "extracting onset patterns and mfccs...\n",
|
|
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|
3215 "extracting chroma...\n",
|
|
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|
3216 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3217 "(45, 240)\n",
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|
3218 "60 44 44 44 45\n",
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3219 "file 334 of 5037\n",
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|
3220 "loading speech/music segments...\n",
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|
3221 "extracting onset patterns and mfccs...\n",
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|
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|
3222 "extracting chroma...\n",
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|
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|
3223 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3224 "(45, 240)\n",
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|
3225 "60 44 44 44 45\n",
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3226 "file 335 of 5037\n",
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|
3227 "loading speech/music segments...\n",
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|
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|
3228 "extracting onset patterns and mfccs...\n",
|
|
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|
3229 "extracting chroma...\n",
|
|
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|
3230 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3231 "(45, 240)\n",
|
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|
3232 "60 44 44 44 45\n",
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|
3233 "file 336 of 5037\n",
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3234 "loading speech/music segments...\n",
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|
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|
3235 "extracting onset patterns and mfccs...\n",
|
|
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|
3236 "extracting chroma...\n",
|
|
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|
3237 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3238 "(45, 240)\n",
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|
3239 "60 44 44 44 45\n",
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|
3240 "file 337 of 5037\n",
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|
3241 "loading speech/music segments...\n",
|
|
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|
3242 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3243 "extracting chroma...\n",
|
|
m@26
|
3244 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3245 "(45, 240)\n",
|
|
m@26
|
3246 "60 44 44 44 45\n",
|
|
m@26
|
3247 "file 338 of 5037\n",
|
|
m@26
|
3248 "loading speech/music segments...\n",
|
|
m@26
|
3249 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3250 "extracting chroma...\n",
|
|
m@26
|
3251 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3252 "(45, 240)\n",
|
|
m@26
|
3253 "60 44 44 44 45\n",
|
|
m@26
|
3254 "file 339 of 5037\n",
|
|
m@26
|
3255 "loading speech/music segments...\n",
|
|
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|
3256 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3257 "extracting chroma...\n",
|
|
m@26
|
3258 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3259 "(45, 240)\n",
|
|
m@26
|
3260 "60 44 44 44 45\n",
|
|
m@26
|
3261 "file 340 of 5037\n",
|
|
m@26
|
3262 "loading speech/music segments...\n",
|
|
m@26
|
3263 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3264 "extracting chroma...\n",
|
|
m@26
|
3265 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3266 "(45, 240)\n",
|
|
m@26
|
3267 "60 44 44 44 45\n",
|
|
m@26
|
3268 "file 341 of 5037\n",
|
|
m@26
|
3269 "loading speech/music segments...\n",
|
|
m@26
|
3270 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3271 "extracting chroma...\n",
|
|
m@26
|
3272 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3273 "(45, 240)\n",
|
|
m@26
|
3274 "60 44 44 44 45\n",
|
|
m@26
|
3275 "file 342 of 5037\n",
|
|
m@26
|
3276 "loading speech/music segments...\n",
|
|
m@26
|
3277 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3278 "extracting chroma...\n",
|
|
m@26
|
3279 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3280 "(45, 240)\n",
|
|
m@26
|
3281 "60 44 44 44 45\n",
|
|
m@26
|
3282 "file 343 of 5037\n",
|
|
m@26
|
3283 "loading speech/music segments...\n",
|
|
m@26
|
3284 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3285 "extracting chroma...\n",
|
|
m@26
|
3286 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3287 "(45, 240)\n",
|
|
m@26
|
3288 "60 44 44 44 45\n",
|
|
m@26
|
3289 "file 344 of 5037\n",
|
|
m@26
|
3290 "loading speech/music segments...\n",
|
|
m@26
|
3291 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3292 "extracting chroma...\n",
|
|
m@26
|
3293 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3294 "(60, 240)\n",
|
|
m@26
|
3295 "60 44 44 44 60\n",
|
|
m@26
|
3296 "file 345 of 5037\n",
|
|
m@26
|
3297 "loading speech/music segments...\n",
|
|
m@26
|
3298 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3299 "extracting chroma...\n",
|
|
m@26
|
3300 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3301 "(45, 240)\n",
|
|
m@26
|
3302 "60 44 44 44 45\n",
|
|
m@26
|
3303 "file 346 of 5037\n",
|
|
m@26
|
3304 "loading speech/music segments...\n",
|
|
m@26
|
3305 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3306 "extracting chroma...\n",
|
|
m@26
|
3307 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3308 "(45, 240)\n",
|
|
m@26
|
3309 "60 44 44 44 45\n",
|
|
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|
3310 "file 347 of 5037\n",
|
|
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|
3311 "loading speech/music segments...\n",
|
|
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|
3312 "extracting onset patterns and mfccs...\n",
|
|
m@26
|
3313 "extracting chroma...\n",
|
|
m@26
|
3314 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n"
|
|
m@26
|
3315 ]
|
|
m@26
|
3316 },
|
|
m@26
|
3317 {
|
|
m@26
|
3318 "name": "stdout",
|
|
m@26
|
3319 "output_type": "stream",
|
|
m@26
|
3320 "text": [
|
|
m@26
|
3321 "(45, 240)\n",
|
|
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|
3322 "60 44 44 44 45\n",
|
|
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|
3323 "file 348 of 5037\n",
|
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|
3324 "loading speech/music segments...\n",
|
|
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|
3325 "extracting onset patterns and mfccs...\n",
|
|
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|
3326 "extracting chroma...\n",
|
|
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|
3327 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3328 "(45, 240)\n",
|
|
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|
3329 "60 44 44 44 45\n",
|
|
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3330 "file 349 of 5037\n",
|
|
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|
3331 "loading speech/music segments...\n",
|
|
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|
3332 "extracting onset patterns and mfccs...\n",
|
|
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|
3333 "extracting chroma...\n",
|
|
m@26
|
3334 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3335 "(45, 240)\n",
|
|
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|
3336 "60 44 44 44 45\n",
|
|
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3337 "file 350 of 5037\n",
|
|
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|
3338 "loading speech/music segments...\n",
|
|
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|
3339 "extracting onset patterns and mfccs...\n",
|
|
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|
3340 "extracting chroma...\n",
|
|
m@26
|
3341 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3342 "(45, 240)\n",
|
|
m@26
|
3343 "60 44 44 44 45\n",
|
|
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|
3344 "file 351 of 5037\n",
|
|
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|
3345 "loading speech/music segments...\n",
|
|
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|
3346 "extracting onset patterns and mfccs...\n",
|
|
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|
3347 "extracting chroma...\n",
|
|
m@26
|
3348 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3349 "(60, 240)\n",
|
|
m@26
|
3350 "60 44 44 44 60\n",
|
|
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|
3351 "file 352 of 5037\n",
|
|
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|
3352 "loading speech/music segments...\n",
|
|
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|
3353 "extracting onset patterns and mfccs...\n",
|
|
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|
3354 "extracting chroma...\n",
|
|
m@26
|
3355 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3356 "(45, 240)\n",
|
|
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|
3357 "60 44 44 44 45\n",
|
|
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|
3358 "file 353 of 5037\n",
|
|
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|
3359 "loading speech/music segments...\n",
|
|
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|
3360 "extracting onset patterns and mfccs...\n",
|
|
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|
3361 "extracting chroma...\n",
|
|
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|
3362 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3363 "(60, 240)\n",
|
|
m@26
|
3364 "60 44 44 44 60\n",
|
|
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3365 "file 354 of 5037\n",
|
|
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|
3366 "loading speech/music segments...\n",
|
|
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|
3367 "extracting onset patterns and mfccs...\n",
|
|
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|
3368 "extracting chroma...\n",
|
|
m@26
|
3369 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3370 "(45, 240)\n",
|
|
m@26
|
3371 "60 44 44 44 45\n",
|
|
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|
3372 "file 355 of 5037\n",
|
|
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|
3373 "loading speech/music segments...\n",
|
|
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|
3374 "extracting onset patterns and mfccs...\n",
|
|
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|
3375 "extracting chroma...\n",
|
|
m@26
|
3376 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3377 "(60, 240)\n",
|
|
m@26
|
3378 "60 44 44 44 60\n",
|
|
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|
3379 "file 356 of 5037\n",
|
|
m@26
|
3380 "loading speech/music segments...\n",
|
|
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|
3381 "extracting onset patterns and mfccs...\n",
|
|
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|
3382 "extracting chroma...\n",
|
|
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|
3383 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3384 "(45, 240)\n",
|
|
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|
3385 "60 44 44 44 45\n",
|
|
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|
3386 "file 357 of 5037\n",
|
|
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|
3387 "loading speech/music segments...\n",
|
|
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|
3388 "extracting onset patterns and mfccs...\n",
|
|
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|
3389 "extracting chroma...\n",
|
|
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|
3390 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3391 "(45, 240)\n",
|
|
m@26
|
3392 "60 44 44 44 45\n",
|
|
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|
3393 "file 358 of 5037\n",
|
|
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|
3394 "loading speech/music segments...\n",
|
|
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|
3395 "extracting onset patterns and mfccs...\n",
|
|
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|
3396 "extracting chroma...\n",
|
|
m@26
|
3397 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3398 "(45, 240)\n",
|
|
m@26
|
3399 "60 44 44 44 45\n",
|
|
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|
3400 "file 359 of 5037\n",
|
|
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|
3401 "loading speech/music segments...\n",
|
|
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|
3402 "extracting onset patterns and mfccs...\n",
|
|
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|
3403 "extracting chroma...\n",
|
|
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|
3404 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3405 "(45, 240)\n",
|
|
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|
3406 "60 44 44 44 45\n",
|
|
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|
3407 "file 360 of 5037\n",
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|
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|
3408 "loading speech/music segments...\n",
|
|
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|
3409 "extracting onset patterns and mfccs...\n",
|
|
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|
3410 "extracting chroma...\n",
|
|
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|
3411 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3412 "(45, 240)\n",
|
|
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|
3413 "60 44 44 44 45\n",
|
|
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|
3414 "file 361 of 5037\n",
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|
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|
3415 "loading speech/music segments...\n",
|
|
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|
3416 "extracting onset patterns and mfccs...\n",
|
|
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|
3417 "extracting chroma...\n",
|
|
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|
3418 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3419 "(60, 240)\n",
|
|
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|
3420 "60 44 44 44 60\n",
|
|
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|
3421 "file 362 of 5037\n",
|
|
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|
3422 "loading speech/music segments...\n",
|
|
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|
3423 "extracting onset patterns and mfccs...\n",
|
|
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|
3424 "extracting chroma...\n",
|
|
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|
3425 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3426 "(45, 240)\n",
|
|
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|
3427 "60 44 44 44 45\n",
|
|
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|
3428 "file 363 of 5037\n",
|
|
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|
3429 "loading speech/music segments...\n",
|
|
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|
3430 "extracting onset patterns and mfccs...\n",
|
|
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|
3431 "extracting chroma...\n",
|
|
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|
3432 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3433 "(45, 240)\n",
|
|
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|
3434 "60 44 44 44 45\n",
|
|
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|
3435 "file 364 of 5037\n",
|
|
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|
3436 "loading speech/music segments...\n",
|
|
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|
3437 "extracting onset patterns and mfccs...\n",
|
|
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|
3438 "extracting chroma...\n",
|
|
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|
3439 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3440 "(45, 240)\n",
|
|
m@26
|
3441 "60 44 44 44 45\n",
|
|
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|
3442 "file 365 of 5037\n",
|
|
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|
3443 "loading speech/music segments...\n",
|
|
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|
3444 "extracting onset patterns and mfccs...\n",
|
|
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|
3445 "extracting chroma...\n",
|
|
m@26
|
3446 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3447 "(60, 240)\n",
|
|
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|
3448 "60 44 44 44 60\n",
|
|
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|
3449 "file 366 of 5037\n",
|
|
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|
3450 "loading speech/music segments...\n",
|
|
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|
3451 "extracting onset patterns and mfccs...\n",
|
|
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|
3452 "extracting chroma...\n",
|
|
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|
3453 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3454 "(60, 240)\n",
|
|
m@26
|
3455 "60 44 44 44 60\n",
|
|
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|
3456 "file 367 of 5037\n",
|
|
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|
3457 "loading speech/music segments...\n",
|
|
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|
3458 "extracting onset patterns and mfccs...\n",
|
|
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|
3459 "extracting chroma...\n",
|
|
m@26
|
3460 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@26
|
3461 "(45, 240)\n",
|
|
m@26
|
3462 "60 44 44 44 45\n",
|
|
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|
3463 "file 368 of 5037\n",
|
|
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|
3464 "loading speech/music segments...\n",
|
|
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|
3465 "extracting onset patterns and mfccs...\n",
|
|
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|
3466 "extracting chroma...\n",
|
|
m@26
|
3467 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3468 "(45, 240)\n",
|
|
m@26
|
3469 "60 44 44 44 45\n",
|
|
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|
3470 "file 369 of 5037\n",
|
|
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|
3471 "loading speech/music segments...\n",
|
|
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|
3472 "extracting onset patterns and mfccs...\n",
|
|
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|
3473 "extracting chroma...\n",
|
|
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|
3474 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3475 "(45, 240)\n",
|
|
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|
3476 "60 44 44 44 45\n",
|
|
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|
3477 "file 370 of 5037\n",
|
|
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|
3478 "loading speech/music segments...\n",
|
|
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|
3479 "extracting onset patterns and mfccs...\n",
|
|
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|
3480 "extracting chroma...\n",
|
|
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|
3481 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@26
|
3482 "(60, 240)\n",
|
|
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|
3483 "60 44 44 44 60\n",
|
|
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|
3484 "file 371 of 5037\n",
|
|
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|
3485 "loading speech/music segments...\n",
|
|
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|
3486 "extracting onset patterns and mfccs...\n",
|
|
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|
3487 "extracting chroma...\n",
|
|
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|
3488 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3489 "(60, 240)\n",
|
|
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|
3490 "60 44 44 44 60\n",
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3491 "file 372 of 5037\n",
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|
3492 "loading speech/music segments...\n",
|
|
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|
3493 "extracting onset patterns and mfccs...\n",
|
|
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|
3494 "extracting chroma...\n",
|
|
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|
3495 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3496 "(45, 240)\n",
|
|
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|
3497 "60 44 44 44 45\n",
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|
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3498 "file 373 of 5037\n",
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|
3499 "loading speech/music segments...\n",
|
|
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|
3500 "extracting onset patterns and mfccs...\n",
|
|
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|
3501 "extracting chroma...\n",
|
|
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|
3502 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3503 "(45, 240)\n",
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|
3504 "60 44 44 44 45\n",
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3505 "file 374 of 5037\n",
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3506 "loading speech/music segments...\n",
|
|
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|
3507 "extracting onset patterns and mfccs...\n",
|
|
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|
3508 "extracting chroma...\n",
|
|
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|
3509 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3510 "(60, 240)\n",
|
|
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|
3511 "60 44 44 44 60\n",
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|
3512 "file 375 of 5037\n",
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|
3513 "loading speech/music segments...\n",
|
|
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|
3514 "extracting onset patterns and mfccs...\n",
|
|
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|
3515 "extracting chroma...\n",
|
|
m@27
|
3516 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3517 "(45, 240)\n",
|
|
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|
3518 "60 44 44 44 45\n",
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3519 "file 376 of 5037\n",
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3520 "loading speech/music segments...\n",
|
|
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3521 "extracting onset patterns and mfccs...\n",
|
|
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|
3522 "extracting chroma...\n",
|
|
m@27
|
3523 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3524 "(45, 240)\n",
|
|
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|
3525 "60 44 44 44 45\n",
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3526 "file 377 of 5037\n",
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|
3527 "loading speech/music segments...\n",
|
|
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|
3528 "extracting onset patterns and mfccs...\n",
|
|
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|
3529 "extracting chroma...\n",
|
|
m@27
|
3530 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3531 "(45, 240)\n",
|
|
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|
3532 "60 44 44 44 45\n",
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3533 "file 378 of 5037\n",
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3534 "loading speech/music segments...\n",
|
|
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|
3535 "extracting onset patterns and mfccs...\n",
|
|
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|
3536 "extracting chroma...\n",
|
|
m@27
|
3537 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3538 "(45, 240)\n",
|
|
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|
3539 "60 44 44 44 45\n",
|
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3540 "file 379 of 5037\n",
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|
3541 "loading speech/music segments...\n",
|
|
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|
3542 "extracting onset patterns and mfccs...\n",
|
|
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|
3543 "extracting chroma...\n",
|
|
m@27
|
3544 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3545 "(45, 240)\n",
|
|
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|
3546 "60 44 44 44 45\n",
|
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3547 "file 380 of 5037\n",
|
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3548 "loading speech/music segments...\n",
|
|
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|
3549 "extracting onset patterns and mfccs...\n",
|
|
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|
3550 "extracting chroma...\n",
|
|
m@27
|
3551 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3552 "(45, 240)\n",
|
|
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|
3553 "60 44 44 44 45\n",
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3554 "file 381 of 5037\n",
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3555 "loading speech/music segments...\n",
|
|
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|
3556 "extracting onset patterns and mfccs...\n",
|
|
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|
3557 "extracting chroma...\n",
|
|
m@27
|
3558 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3559 "(45, 240)\n",
|
|
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|
3560 "60 44 44 44 45\n",
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3561 "file 382 of 5037\n",
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3562 "loading speech/music segments...\n",
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|
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|
3563 "extracting onset patterns and mfccs...\n",
|
|
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|
3564 "extracting chroma...\n",
|
|
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|
3565 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3566 "(60, 240)\n",
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|
3567 "60 44 44 44 60\n",
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3568 "file 383 of 5037\n",
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3569 "loading speech/music segments...\n",
|
|
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3570 "extracting onset patterns and mfccs...\n",
|
|
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|
3571 "extracting chroma...\n",
|
|
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|
3572 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3573 "(45, 240)\n",
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3574 "60 44 44 44 45\n",
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3575 "file 384 of 5037\n",
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3576 "loading speech/music segments...\n",
|
|
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|
3577 "extracting onset patterns and mfccs...\n",
|
|
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|
3578 "extracting chroma...\n",
|
|
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|
3579 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3580 "(60, 240)\n",
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|
3581 "60 44 44 44 60\n",
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3582 "file 385 of 5037\n",
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3583 "loading speech/music segments...\n",
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|
3584 "extracting onset patterns and mfccs...\n",
|
|
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|
3585 "extracting chroma...\n",
|
|
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|
3586 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3587 "(45, 240)\n",
|
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|
3588 "60 44 44 44 45\n",
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|
3589 "file 386 of 5037\n",
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3590 "loading speech/music segments...\n",
|
|
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|
3591 "extracting onset patterns and mfccs...\n"
|
|
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|
3592 ]
|
|
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|
3593 },
|
|
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|
3594 {
|
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|
3595 "name": "stdout",
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|
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|
3596 "output_type": "stream",
|
|
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|
3597 "text": [
|
|
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|
3598 "extracting chroma...\n",
|
|
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|
3599 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3600 "(45, 240)\n",
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3601 "60 44 44 44 45\n",
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3602 "file 387 of 5037\n",
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3603 "loading speech/music segments...\n",
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3604 "extracting onset patterns and mfccs...\n",
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|
3605 "extracting chroma...\n",
|
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3606 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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|
3607 "(45, 240)\n",
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3608 "60 44 44 44 45\n",
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3609 "file 388 of 5037\n",
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3610 "loading speech/music segments...\n",
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3611 "extracting onset patterns and mfccs...\n",
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|
3612 "extracting chroma...\n",
|
|
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3613 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3614 "(45, 240)\n",
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|
3615 "60 44 44 44 45\n",
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3616 "file 389 of 5037\n",
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3617 "loading speech/music segments...\n",
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3618 "extracting onset patterns and mfccs...\n",
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|
3619 "extracting chroma...\n",
|
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|
3620 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3621 "(60, 240)\n",
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|
3622 "60 44 44 44 60\n",
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3623 "file 390 of 5037\n",
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3624 "loading speech/music segments...\n",
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3625 "extracting onset patterns and mfccs...\n",
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|
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|
3626 "extracting chroma...\n",
|
|
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3627 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3628 "(45, 240)\n",
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3629 "60 44 44 44 45\n",
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3630 "file 391 of 5037\n",
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3631 "loading speech/music segments...\n",
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3632 "extracting onset patterns and mfccs...\n",
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|
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|
3633 "extracting chroma...\n",
|
|
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3634 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3635 "(45, 240)\n",
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3636 "60 44 44 44 45\n",
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3637 "file 392 of 5037\n",
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3638 "loading speech/music segments...\n",
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3639 "extracting onset patterns and mfccs...\n",
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|
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|
3640 "extracting chroma...\n",
|
|
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3641 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
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3642 "(45, 240)\n",
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3643 "60 44 44 44 45\n",
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3644 "file 393 of 5037\n",
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3645 "loading speech/music segments...\n",
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3646 "extracting onset patterns and mfccs...\n",
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|
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|
3647 "extracting chroma...\n",
|
|
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3648 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3649 "(45, 240)\n",
|
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|
3650 "60 44 44 44 45\n",
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3651 "file 394 of 5037\n",
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3652 "loading speech/music segments...\n",
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3653 "extracting onset patterns and mfccs...\n",
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|
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|
3654 "extracting chroma...\n",
|
|
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3655 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3656 "(45, 240)\n",
|
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|
3657 "60 44 44 44 45\n",
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3658 "file 395 of 5037\n",
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3659 "loading speech/music segments...\n",
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3660 "extracting onset patterns and mfccs...\n",
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|
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|
3661 "extracting chroma...\n",
|
|
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|
3662 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3663 "(45, 240)\n",
|
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|
3664 "60 44 44 44 45\n",
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3665 "file 396 of 5037\n",
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3666 "loading speech/music segments...\n",
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3667 "extracting onset patterns and mfccs...\n",
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|
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|
3668 "extracting chroma...\n",
|
|
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|
3669 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3670 "(45, 240)\n",
|
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|
3671 "60 44 44 44 45\n",
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|
3672 "file 397 of 5037\n",
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|
3673 "loading speech/music segments...\n",
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|
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|
3674 "extracting onset patterns and mfccs...\n",
|
|
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|
3675 "extracting chroma...\n",
|
|
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|
3676 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3677 "(45, 240)\n",
|
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3678 "60 44 44 44 45\n",
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3679 "file 398 of 5037\n",
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3680 "loading speech/music segments...\n",
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|
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|
3681 "extracting onset patterns and mfccs...\n",
|
|
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|
3682 "extracting chroma...\n",
|
|
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|
3683 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3684 "(45, 240)\n",
|
|
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|
3685 "60 44 44 44 45\n",
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|
3686 "file 399 of 5037\n",
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|
3687 "loading speech/music segments...\n",
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|
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|
3688 "extracting onset patterns and mfccs...\n",
|
|
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|
3689 "extracting chroma...\n",
|
|
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|
3690 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3691 "(45, 240)\n",
|
|
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|
3692 "60 44 44 44 45\n",
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|
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|
3693 "file 400 of 5037\n",
|
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|
3694 "loading speech/music segments...\n",
|
|
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|
3695 "extracting onset patterns and mfccs...\n",
|
|
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|
3696 "extracting chroma...\n",
|
|
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|
3697 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3698 "(45, 240)\n",
|
|
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|
3699 "60 44 44 44 45\n",
|
|
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|
3700 "file 401 of 5037\n",
|
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|
3701 "loading speech/music segments...\n",
|
|
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|
3702 "extracting onset patterns and mfccs...\n",
|
|
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|
3703 "extracting chroma...\n",
|
|
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|
3704 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3705 "(45, 240)\n",
|
|
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|
3706 "60 44 44 44 45\n",
|
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|
3707 "file 402 of 5037\n",
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|
3708 "loading speech/music segments...\n",
|
|
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|
3709 "extracting onset patterns and mfccs...\n",
|
|
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|
3710 "extracting chroma...\n",
|
|
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|
3711 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3712 "(45, 240)\n",
|
|
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|
3713 "60 44 44 44 45\n",
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|
3714 "file 403 of 5037\n",
|
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|
3715 "loading speech/music segments...\n",
|
|
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|
3716 "extracting onset patterns and mfccs...\n",
|
|
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|
3717 "extracting chroma...\n",
|
|
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|
3718 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3719 "(45, 240)\n",
|
|
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|
3720 "60 44 44 44 45\n",
|
|
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|
3721 "file 404 of 5037\n",
|
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|
3722 "loading speech/music segments...\n",
|
|
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|
3723 "extracting onset patterns and mfccs...\n",
|
|
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|
3724 "extracting chroma...\n",
|
|
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|
3725 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3726 "(45, 240)\n",
|
|
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|
3727 "60 44 44 44 45\n",
|
|
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|
3728 "file 405 of 5037\n",
|
|
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|
3729 "loading speech/music segments...\n",
|
|
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|
3730 "extracting onset patterns and mfccs...\n",
|
|
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|
3731 "extracting chroma...\n",
|
|
m@27
|
3732 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3733 "(45, 240)\n",
|
|
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|
3734 "60 44 44 44 45\n",
|
|
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|
3735 "file 406 of 5037\n",
|
|
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|
3736 "loading speech/music segments...\n",
|
|
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|
3737 "extracting onset patterns and mfccs...\n",
|
|
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|
3738 "extracting chroma...\n",
|
|
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|
3739 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3740 "(45, 240)\n",
|
|
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|
3741 "60 44 44 44 45\n",
|
|
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|
3742 "file 407 of 5037\n",
|
|
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|
3743 "loading speech/music segments...\n",
|
|
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|
3744 "extracting onset patterns and mfccs...\n",
|
|
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|
3745 "extracting chroma...\n",
|
|
m@27
|
3746 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3747 "(45, 240)\n",
|
|
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|
3748 "60 44 44 44 45\n",
|
|
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|
3749 "file 408 of 5037\n",
|
|
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|
3750 "loading speech/music segments...\n",
|
|
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|
3751 "extracting onset patterns and mfccs...\n",
|
|
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|
3752 "extracting chroma...\n",
|
|
m@27
|
3753 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3754 "(60, 240)\n",
|
|
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|
3755 "60 44 44 44 60\n",
|
|
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|
3756 "file 409 of 5037\n",
|
|
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|
3757 "loading speech/music segments...\n",
|
|
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|
3758 "extracting onset patterns and mfccs...\n",
|
|
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|
3759 "extracting chroma...\n",
|
|
m@27
|
3760 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3761 "(60, 240)\n",
|
|
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|
3762 "60 44 44 44 60\n",
|
|
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|
3763 "file 410 of 5037\n",
|
|
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|
3764 "loading speech/music segments...\n",
|
|
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|
3765 "extracting onset patterns and mfccs...\n",
|
|
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|
3766 "extracting chroma...\n",
|
|
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|
3767 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3768 "(45, 240)\n",
|
|
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|
3769 "60 44 44 44 45\n",
|
|
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|
3770 "file 411 of 5037\n",
|
|
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|
3771 "loading speech/music segments...\n",
|
|
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|
3772 "extracting onset patterns and mfccs...\n",
|
|
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|
3773 "extracting chroma...\n",
|
|
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|
3774 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3775 "(45, 240)\n",
|
|
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|
3776 "60 44 44 44 45\n",
|
|
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|
3777 "file 412 of 5037\n",
|
|
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|
3778 "loading speech/music segments...\n",
|
|
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|
3779 "extracting onset patterns and mfccs...\n",
|
|
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|
3780 "extracting chroma...\n",
|
|
m@27
|
3781 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3782 "(45, 240)\n",
|
|
m@27
|
3783 "60 44 44 44 45\n",
|
|
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|
3784 "file 413 of 5037\n",
|
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|
3785 "loading speech/music segments...\n",
|
|
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|
3786 "extracting onset patterns and mfccs...\n",
|
|
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|
3787 "extracting chroma...\n",
|
|
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|
3788 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3789 "(45, 240)\n",
|
|
m@27
|
3790 "60 44 44 44 45\n",
|
|
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|
3791 "file 414 of 5037\n",
|
|
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|
3792 "loading speech/music segments...\n",
|
|
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|
3793 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3794 "extracting chroma...\n",
|
|
m@27
|
3795 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3796 "(45, 240)\n",
|
|
m@27
|
3797 "60 44 44 44 45\n",
|
|
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|
3798 "file 415 of 5037\n",
|
|
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|
3799 "loading speech/music segments...\n",
|
|
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|
3800 "extracting onset patterns and mfccs...\n",
|
|
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|
3801 "extracting chroma...\n",
|
|
m@27
|
3802 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3803 "(60, 240)\n",
|
|
m@27
|
3804 "60 44 44 44 60\n",
|
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|
3805 "file 416 of 5037\n",
|
|
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|
3806 "loading speech/music segments...\n",
|
|
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|
3807 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3808 "extracting chroma...\n",
|
|
m@27
|
3809 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3810 "(45, 240)\n",
|
|
m@27
|
3811 "60 44 44 44 45\n",
|
|
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|
3812 "file 417 of 5037\n",
|
|
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|
3813 "loading speech/music segments...\n",
|
|
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|
3814 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3815 "extracting chroma...\n",
|
|
m@27
|
3816 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3817 "(45, 240)\n",
|
|
m@27
|
3818 "60 44 44 44 45\n",
|
|
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|
3819 "file 418 of 5037\n",
|
|
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|
3820 "loading speech/music segments...\n",
|
|
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|
3821 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3822 "extracting chroma...\n",
|
|
m@27
|
3823 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3824 "(45, 240)\n",
|
|
m@27
|
3825 "60 44 44 44 45\n",
|
|
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|
3826 "file 419 of 5037\n",
|
|
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|
3827 "loading speech/music segments...\n",
|
|
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|
3828 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3829 "extracting chroma...\n",
|
|
m@27
|
3830 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3831 "(45, 240)\n",
|
|
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|
3832 "60 44 44 44 45\n",
|
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|
3833 "file 420 of 5037\n",
|
|
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|
3834 "loading speech/music segments...\n",
|
|
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|
3835 "extracting onset patterns and mfccs...\n",
|
|
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|
3836 "extracting chroma...\n",
|
|
m@27
|
3837 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3838 "(45, 240)\n",
|
|
m@27
|
3839 "60 44 44 44 45\n",
|
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|
3840 "file 421 of 5037\n",
|
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|
3841 "loading speech/music segments...\n",
|
|
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|
3842 "extracting onset patterns and mfccs...\n",
|
|
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|
3843 "extracting chroma...\n",
|
|
m@27
|
3844 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3845 "(45, 240)\n",
|
|
m@27
|
3846 "60 44 44 44 45\n",
|
|
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|
3847 "file 422 of 5037\n",
|
|
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|
3848 "loading speech/music segments...\n",
|
|
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|
3849 "extracting onset patterns and mfccs...\n",
|
|
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|
3850 "extracting chroma...\n",
|
|
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|
3851 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3852 "(45, 240)\n",
|
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|
3853 "60 44 44 44 45\n",
|
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|
3854 "file 423 of 5037\n",
|
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|
3855 "loading speech/music segments...\n",
|
|
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|
3856 "extracting onset patterns and mfccs...\n",
|
|
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|
3857 "extracting chroma...\n",
|
|
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|
3858 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3859 "(45, 240)\n",
|
|
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|
3860 "60 44 44 44 45\n",
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|
3861 "file 424 of 5037\n",
|
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|
3862 "loading speech/music segments...\n",
|
|
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|
3863 "extracting onset patterns and mfccs...\n",
|
|
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|
3864 "extracting chroma...\n",
|
|
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|
3865 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3866 "(45, 240)\n",
|
|
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|
3867 "60 44 44 44 45\n",
|
|
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|
3868 "file 425 of 5037\n",
|
|
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|
3869 "loading speech/music segments...\n",
|
|
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|
3870 "extracting onset patterns and mfccs...\n"
|
|
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|
3871 ]
|
|
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|
3872 },
|
|
m@27
|
3873 {
|
|
m@27
|
3874 "name": "stdout",
|
|
m@27
|
3875 "output_type": "stream",
|
|
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|
3876 "text": [
|
|
m@27
|
3877 "extracting chroma...\n",
|
|
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|
3878 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3879 "(45, 240)\n",
|
|
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|
3880 "60 44 44 44 45\n",
|
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3881 "file 426 of 5037\n",
|
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3882 "loading speech/music segments...\n",
|
|
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|
3883 "extracting onset patterns and mfccs...\n",
|
|
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|
3884 "extracting chroma...\n",
|
|
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|
3885 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3886 "(45, 240)\n",
|
|
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|
3887 "60 44 44 44 45\n",
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|
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3888 "file 427 of 5037\n",
|
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|
3889 "loading speech/music segments...\n",
|
|
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|
3890 "extracting onset patterns and mfccs...\n",
|
|
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|
3891 "extracting chroma...\n",
|
|
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|
3892 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3893 "(45, 240)\n",
|
|
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|
3894 "60 44 44 44 45\n",
|
|
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|
3895 "file 428 of 5037\n",
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|
3896 "loading speech/music segments...\n",
|
|
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|
3897 "extracting onset patterns and mfccs...\n",
|
|
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|
3898 "extracting chroma...\n",
|
|
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|
3899 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3900 "(60, 240)\n",
|
|
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|
3901 "60 44 44 44 60\n",
|
|
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3902 "file 429 of 5037\n",
|
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|
3903 "loading speech/music segments...\n",
|
|
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3904 "extracting onset patterns and mfccs...\n",
|
|
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|
3905 "extracting chroma...\n",
|
|
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|
3906 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3907 "(45, 240)\n",
|
|
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|
3908 "60 44 44 44 45\n",
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|
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3909 "file 430 of 5037\n",
|
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|
3910 "loading speech/music segments...\n",
|
|
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|
3911 "extracting onset patterns and mfccs...\n",
|
|
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|
3912 "extracting chroma...\n",
|
|
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|
3913 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
3914 "(21, 240)\n",
|
|
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|
3915 "60 21 21 21 21\n",
|
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3916 "file 431 of 5037\n",
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3917 "loading speech/music segments...\n",
|
|
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|
3918 "extracting onset patterns and mfccs...\n",
|
|
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|
3919 "extracting chroma...\n",
|
|
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|
3920 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3921 "(60, 240)\n",
|
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|
3922 "60 44 44 44 60\n",
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|
3923 "file 432 of 5037\n",
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|
3924 "loading speech/music segments...\n",
|
|
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|
3925 "extracting onset patterns and mfccs...\n",
|
|
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|
3926 "extracting chroma...\n",
|
|
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|
3927 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3928 "(45, 240)\n",
|
|
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|
3929 "60 44 44 44 45\n",
|
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|
3930 "file 433 of 5037\n",
|
|
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|
3931 "loading speech/music segments...\n",
|
|
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|
3932 "extracting onset patterns and mfccs...\n",
|
|
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|
3933 "extracting chroma...\n",
|
|
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|
3934 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3935 "(45, 240)\n",
|
|
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|
3936 "60 44 44 44 45\n",
|
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|
3937 "file 434 of 5037\n",
|
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|
3938 "loading speech/music segments...\n",
|
|
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|
3939 "extracting onset patterns and mfccs...\n",
|
|
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|
3940 "extracting chroma...\n",
|
|
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|
3941 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3942 "(45, 240)\n",
|
|
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|
3943 "60 44 44 44 45\n",
|
|
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|
3944 "file 435 of 5037\n",
|
|
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|
3945 "loading speech/music segments...\n",
|
|
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|
3946 "extracting onset patterns and mfccs...\n",
|
|
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|
3947 "extracting chroma...\n",
|
|
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|
3948 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
3949 "(45, 240)\n",
|
|
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|
3950 "60 44 44 44 45\n",
|
|
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|
3951 "file 436 of 5037\n",
|
|
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|
3952 "loading speech/music segments...\n",
|
|
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|
3953 "extracting onset patterns and mfccs...\n",
|
|
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|
3954 "extracting chroma...\n",
|
|
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|
3955 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3956 "(45, 240)\n",
|
|
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|
3957 "60 44 44 44 45\n",
|
|
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|
3958 "file 437 of 5037\n",
|
|
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|
3959 "loading speech/music segments...\n",
|
|
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|
3960 "extracting onset patterns and mfccs...\n",
|
|
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|
3961 "extracting chroma...\n",
|
|
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|
3962 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3963 "(45, 240)\n",
|
|
m@27
|
3964 "60 44 44 44 45\n",
|
|
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|
3965 "file 438 of 5037\n",
|
|
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|
3966 "loading speech/music segments...\n",
|
|
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|
3967 "extracting onset patterns and mfccs...\n",
|
|
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|
3968 "extracting chroma...\n",
|
|
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|
3969 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3970 "(60, 240)\n",
|
|
m@27
|
3971 "60 44 44 44 60\n",
|
|
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|
3972 "file 439 of 5037\n",
|
|
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|
3973 "loading speech/music segments...\n",
|
|
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|
3974 "file 440 of 5037\n",
|
|
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|
3975 "loading speech/music segments...\n",
|
|
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|
3976 "extracting onset patterns and mfccs...\n",
|
|
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|
3977 "extracting chroma...\n",
|
|
m@27
|
3978 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3979 "(45, 240)\n",
|
|
m@27
|
3980 "60 44 44 44 45\n",
|
|
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|
3981 "file 441 of 5037\n",
|
|
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|
3982 "loading speech/music segments...\n",
|
|
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|
3983 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3984 "extracting chroma...\n",
|
|
m@27
|
3985 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
3986 "(60, 240)\n",
|
|
m@27
|
3987 "60 44 44 44 60\n",
|
|
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|
3988 "file 442 of 5037\n",
|
|
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|
3989 "loading speech/music segments...\n",
|
|
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|
3990 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
3991 "extracting chroma...\n",
|
|
m@27
|
3992 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
3993 "(45, 240)\n",
|
|
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|
3994 "60 44 44 44 45\n",
|
|
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|
3995 "file 443 of 5037\n",
|
|
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|
3996 "loading speech/music segments...\n",
|
|
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|
3997 "extracting onset patterns and mfccs...\n",
|
|
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|
3998 "extracting chroma...\n",
|
|
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|
3999 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4000 "(60, 240)\n",
|
|
m@27
|
4001 "60 44 44 44 60\n",
|
|
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|
4002 "file 444 of 5037\n",
|
|
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|
4003 "loading speech/music segments...\n",
|
|
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|
4004 "extracting onset patterns and mfccs...\n",
|
|
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|
4005 "extracting chroma...\n",
|
|
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|
4006 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4007 "(60, 240)\n",
|
|
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|
4008 "60 44 44 44 60\n",
|
|
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|
4009 "file 445 of 5037\n",
|
|
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|
4010 "loading speech/music segments...\n",
|
|
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|
4011 "extracting onset patterns and mfccs...\n",
|
|
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|
4012 "extracting chroma...\n",
|
|
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|
4013 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4014 "(60, 240)\n",
|
|
m@27
|
4015 "60 44 44 44 60\n",
|
|
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|
4016 "file 446 of 5037\n",
|
|
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|
4017 "loading speech/music segments...\n",
|
|
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|
4018 "extracting onset patterns and mfccs...\n",
|
|
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|
4019 "extracting chroma...\n",
|
|
m@27
|
4020 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4021 "(45, 240)\n",
|
|
m@27
|
4022 "60 44 44 44 45\n",
|
|
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|
4023 "file 447 of 5037\n",
|
|
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|
4024 "loading speech/music segments...\n",
|
|
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|
4025 "extracting onset patterns and mfccs...\n",
|
|
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|
4026 "extracting chroma...\n",
|
|
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|
4027 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4028 "(45, 240)\n",
|
|
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|
4029 "60 44 44 44 45\n",
|
|
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|
4030 "file 448 of 5037\n",
|
|
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|
4031 "loading speech/music segments...\n",
|
|
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|
4032 "extracting onset patterns and mfccs...\n",
|
|
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|
4033 "extracting chroma...\n",
|
|
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|
4034 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4035 "(45, 240)\n",
|
|
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|
4036 "60 44 44 44 45\n",
|
|
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|
4037 "file 449 of 5037\n",
|
|
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|
4038 "loading speech/music segments...\n",
|
|
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|
4039 "extracting onset patterns and mfccs...\n",
|
|
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|
4040 "extracting chroma...\n",
|
|
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|
4041 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4042 "(45, 240)\n",
|
|
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|
4043 "60 44 44 44 45\n",
|
|
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|
4044 "file 450 of 5037\n",
|
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|
4045 "loading speech/music segments...\n",
|
|
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|
4046 "extracting onset patterns and mfccs...\n",
|
|
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|
4047 "extracting chroma...\n",
|
|
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|
4048 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
4049 "(60, 240)\n",
|
|
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|
4050 "60 44 44 44 60\n",
|
|
m@27
|
4051 "file 451 of 5037\n",
|
|
m@27
|
4052 "loading speech/music segments...\n",
|
|
m@27
|
4053 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4054 "extracting chroma...\n",
|
|
m@27
|
4055 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4056 "(45, 240)\n",
|
|
m@27
|
4057 "60 44 44 44 45\n",
|
|
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|
4058 "file 452 of 5037\n",
|
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|
4059 "loading speech/music segments...\n",
|
|
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|
4060 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4061 "extracting chroma...\n",
|
|
m@27
|
4062 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4063 "(60, 240)\n",
|
|
m@27
|
4064 "60 44 44 44 60\n",
|
|
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|
4065 "file 453 of 5037\n",
|
|
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|
4066 "loading speech/music segments...\n",
|
|
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|
4067 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4068 "extracting chroma...\n",
|
|
m@27
|
4069 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4070 "(45, 240)\n",
|
|
m@27
|
4071 "60 44 44 44 45\n",
|
|
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|
4072 "file 454 of 5037\n",
|
|
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|
4073 "loading speech/music segments...\n",
|
|
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|
4074 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4075 "extracting chroma...\n",
|
|
m@27
|
4076 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4077 "(45, 240)\n",
|
|
m@27
|
4078 "60 44 44 44 45\n",
|
|
m@27
|
4079 "file 455 of 5037\n",
|
|
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|
4080 "loading speech/music segments...\n",
|
|
m@27
|
4081 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4082 "extracting chroma...\n",
|
|
m@27
|
4083 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4084 "(60, 240)\n",
|
|
m@27
|
4085 "60 44 44 44 60\n",
|
|
m@27
|
4086 "file 456 of 5037\n",
|
|
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|
4087 "loading speech/music segments...\n",
|
|
m@27
|
4088 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4089 "extracting chroma...\n",
|
|
m@27
|
4090 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4091 "(60, 240)\n",
|
|
m@27
|
4092 "60 44 44 44 60\n",
|
|
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|
4093 "file 457 of 5037\n",
|
|
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|
4094 "loading speech/music segments...\n",
|
|
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|
4095 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4096 "extracting chroma...\n",
|
|
m@27
|
4097 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4098 "(45, 240)\n",
|
|
m@27
|
4099 "60 44 44 44 45\n",
|
|
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|
4100 "file 458 of 5037\n",
|
|
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|
4101 "loading speech/music segments...\n",
|
|
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|
4102 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4103 "extracting chroma...\n",
|
|
m@27
|
4104 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4105 "(45, 240)\n",
|
|
m@27
|
4106 "60 44 44 44 45\n",
|
|
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|
4107 "file 459 of 5037\n",
|
|
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|
4108 "loading speech/music segments...\n",
|
|
m@27
|
4109 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4110 "extracting chroma...\n",
|
|
m@27
|
4111 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4112 "(60, 240)\n",
|
|
m@27
|
4113 "60 44 44 44 60\n",
|
|
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|
4114 "file 460 of 5037\n",
|
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|
4115 "loading speech/music segments...\n",
|
|
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|
4116 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4117 "extracting chroma...\n",
|
|
m@27
|
4118 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4119 "(60, 240)\n",
|
|
m@27
|
4120 "60 44 44 44 60\n",
|
|
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|
4121 "file 461 of 5037\n",
|
|
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|
4122 "loading speech/music segments...\n",
|
|
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|
4123 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4124 "extracting chroma...\n",
|
|
m@27
|
4125 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4126 "(45, 240)\n",
|
|
m@27
|
4127 "60 44 44 44 45\n",
|
|
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|
4128 "file 462 of 5037\n",
|
|
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|
4129 "loading speech/music segments...\n",
|
|
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|
4130 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4131 "extracting chroma...\n",
|
|
m@27
|
4132 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4133 "(45, 240)\n",
|
|
m@27
|
4134 "60 44 44 44 45\n",
|
|
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|
4135 "file 463 of 5037\n",
|
|
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|
4136 "loading speech/music segments...\n",
|
|
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|
4137 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4138 "extracting chroma...\n",
|
|
m@27
|
4139 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4140 "(45, 240)\n",
|
|
m@27
|
4141 "60 44 44 44 45\n",
|
|
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|
4142 "file 464 of 5037\n",
|
|
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|
4143 "loading speech/music segments...\n",
|
|
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|
4144 "extracting onset patterns and mfccs...\n"
|
|
m@27
|
4145 ]
|
|
m@27
|
4146 },
|
|
m@27
|
4147 {
|
|
m@27
|
4148 "name": "stdout",
|
|
m@27
|
4149 "output_type": "stream",
|
|
m@27
|
4150 "text": [
|
|
m@27
|
4151 "extracting chroma...\n",
|
|
m@27
|
4152 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4153 "(45, 240)\n",
|
|
m@27
|
4154 "60 44 44 44 45\n",
|
|
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|
4155 "file 465 of 5037\n",
|
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|
4156 "loading speech/music segments...\n",
|
|
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|
4157 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4158 "extracting chroma...\n",
|
|
m@27
|
4159 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4160 "(45, 240)\n",
|
|
m@27
|
4161 "60 44 44 44 45\n",
|
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|
4162 "file 466 of 5037\n",
|
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|
4163 "loading speech/music segments...\n",
|
|
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|
4164 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4165 "extracting chroma...\n",
|
|
m@27
|
4166 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4167 "(45, 240)\n",
|
|
m@27
|
4168 "60 44 44 44 45\n",
|
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|
4169 "file 467 of 5037\n",
|
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|
4170 "loading speech/music segments...\n",
|
|
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|
4171 "extracting onset patterns and mfccs...\n",
|
|
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|
4172 "extracting chroma...\n",
|
|
m@27
|
4173 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4174 "(45, 240)\n",
|
|
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|
4175 "60 44 44 44 45\n",
|
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|
4176 "file 468 of 5037\n",
|
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|
4177 "loading speech/music segments...\n",
|
|
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|
4178 "extracting onset patterns and mfccs...\n",
|
|
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|
4179 "extracting chroma...\n",
|
|
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|
4180 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4181 "(45, 240)\n",
|
|
m@27
|
4182 "60 44 44 44 45\n",
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|
4183 "file 469 of 5037\n",
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|
4184 "loading speech/music segments...\n",
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|
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|
4185 "extracting onset patterns and mfccs...\n",
|
|
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|
4186 "extracting chroma...\n",
|
|
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|
4187 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4188 "(45, 240)\n",
|
|
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|
4189 "60 44 44 44 45\n",
|
|
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|
4190 "file 470 of 5037\n",
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|
4191 "loading speech/music segments...\n",
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|
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|
4192 "extracting onset patterns and mfccs...\n",
|
|
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|
4193 "extracting chroma...\n",
|
|
m@27
|
4194 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4195 "(45, 240)\n",
|
|
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|
4196 "60 44 44 44 45\n",
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|
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|
4197 "file 471 of 5037\n",
|
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|
4198 "loading speech/music segments...\n",
|
|
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|
4199 "extracting onset patterns and mfccs...\n",
|
|
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|
4200 "extracting chroma...\n",
|
|
m@27
|
4201 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4202 "(45, 240)\n",
|
|
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|
4203 "60 44 44 44 45\n",
|
|
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|
4204 "file 472 of 5037\n",
|
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|
4205 "loading speech/music segments...\n",
|
|
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|
4206 "extracting onset patterns and mfccs...\n",
|
|
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|
4207 "extracting chroma...\n",
|
|
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|
4208 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4209 "(60, 240)\n",
|
|
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|
4210 "60 44 44 44 60\n",
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|
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|
4211 "file 473 of 5037\n",
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|
4212 "loading speech/music segments...\n",
|
|
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|
4213 "extracting onset patterns and mfccs...\n",
|
|
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|
4214 "extracting chroma...\n",
|
|
m@27
|
4215 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4216 "(60, 240)\n",
|
|
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|
4217 "60 44 44 44 60\n",
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|
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|
4218 "file 474 of 5037\n",
|
|
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|
4219 "loading speech/music segments...\n",
|
|
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|
4220 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4221 "extracting chroma...\n",
|
|
m@27
|
4222 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4223 "(45, 240)\n",
|
|
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|
4224 "60 44 44 44 45\n",
|
|
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|
4225 "file 475 of 5037\n",
|
|
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|
4226 "loading speech/music segments...\n",
|
|
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|
4227 "extracting onset patterns and mfccs...\n",
|
|
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|
4228 "extracting chroma...\n",
|
|
m@27
|
4229 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4230 "(45, 240)\n",
|
|
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|
4231 "60 44 44 44 45\n",
|
|
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|
4232 "file 476 of 5037\n",
|
|
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|
4233 "loading speech/music segments...\n",
|
|
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|
4234 "extracting onset patterns and mfccs...\n",
|
|
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|
4235 "extracting chroma...\n",
|
|
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|
4236 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4237 "(45, 240)\n",
|
|
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|
4238 "60 44 44 44 45\n",
|
|
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|
4239 "file 477 of 5037\n",
|
|
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|
4240 "loading speech/music segments...\n",
|
|
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|
4241 "extracting onset patterns and mfccs...\n",
|
|
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|
4242 "extracting chroma...\n",
|
|
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|
4243 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4244 "(60, 240)\n",
|
|
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|
4245 "60 44 44 44 60\n",
|
|
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|
4246 "file 478 of 5037\n",
|
|
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|
4247 "loading speech/music segments...\n",
|
|
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|
4248 "extracting onset patterns and mfccs...\n",
|
|
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|
4249 "extracting chroma...\n",
|
|
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|
4250 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4251 "(45, 240)\n",
|
|
m@27
|
4252 "60 44 44 44 45\n",
|
|
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|
4253 "file 479 of 5037\n",
|
|
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|
4254 "loading speech/music segments...\n",
|
|
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|
4255 "extracting onset patterns and mfccs...\n",
|
|
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|
4256 "extracting chroma...\n",
|
|
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|
4257 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4258 "(45, 240)\n",
|
|
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|
4259 "60 44 44 44 45\n",
|
|
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|
4260 "file 480 of 5037\n",
|
|
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|
4261 "loading speech/music segments...\n",
|
|
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|
4262 "extracting onset patterns and mfccs...\n",
|
|
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|
4263 "extracting chroma...\n",
|
|
m@27
|
4264 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4265 "(45, 240)\n",
|
|
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|
4266 "60 44 44 44 45\n",
|
|
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|
4267 "file 481 of 5037\n",
|
|
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|
4268 "loading speech/music segments...\n",
|
|
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|
4269 "extracting onset patterns and mfccs...\n",
|
|
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|
4270 "extracting chroma...\n",
|
|
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|
4271 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4272 "(45, 240)\n",
|
|
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|
4273 "60 44 44 44 45\n",
|
|
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|
4274 "file 482 of 5037\n",
|
|
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|
4275 "loading speech/music segments...\n",
|
|
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|
4276 "extracting onset patterns and mfccs...\n",
|
|
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|
4277 "extracting chroma...\n",
|
|
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|
4278 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4279 "(45, 240)\n",
|
|
m@27
|
4280 "60 44 44 44 45\n",
|
|
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|
4281 "file 483 of 5037\n",
|
|
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|
4282 "loading speech/music segments...\n",
|
|
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|
4283 "extracting onset patterns and mfccs...\n",
|
|
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|
4284 "extracting chroma...\n",
|
|
m@27
|
4285 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4286 "(45, 240)\n",
|
|
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|
4287 "60 44 44 44 45\n",
|
|
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|
4288 "file 484 of 5037\n",
|
|
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|
4289 "loading speech/music segments...\n",
|
|
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|
4290 "extracting onset patterns and mfccs...\n",
|
|
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|
4291 "extracting chroma...\n",
|
|
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|
4292 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4293 "(60, 240)\n",
|
|
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|
4294 "60 44 44 44 60\n",
|
|
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|
4295 "file 485 of 5037\n",
|
|
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|
4296 "loading speech/music segments...\n",
|
|
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|
4297 "extracting onset patterns and mfccs...\n",
|
|
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|
4298 "extracting chroma...\n",
|
|
m@27
|
4299 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4300 "(45, 240)\n",
|
|
m@27
|
4301 "60 44 44 44 45\n",
|
|
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|
4302 "file 486 of 5037\n",
|
|
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|
4303 "loading speech/music segments...\n",
|
|
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|
4304 "extracting onset patterns and mfccs...\n",
|
|
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|
4305 "extracting chroma...\n",
|
|
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|
4306 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4307 "(45, 240)\n",
|
|
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|
4308 "60 44 44 44 45\n",
|
|
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|
4309 "file 487 of 5037\n",
|
|
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|
4310 "loading speech/music segments...\n",
|
|
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|
4311 "extracting onset patterns and mfccs...\n",
|
|
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|
4312 "extracting chroma...\n",
|
|
m@27
|
4313 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4314 "(45, 240)\n",
|
|
m@27
|
4315 "60 44 44 44 45\n",
|
|
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|
4316 "file 488 of 5037\n",
|
|
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|
4317 "loading speech/music segments...\n",
|
|
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|
4318 "extracting onset patterns and mfccs...\n",
|
|
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|
4319 "extracting chroma...\n",
|
|
m@27
|
4320 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4321 "(45, 240)\n",
|
|
m@27
|
4322 "60 44 44 44 45\n",
|
|
m@27
|
4323 "file 489 of 5037\n",
|
|
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|
4324 "loading speech/music segments...\n",
|
|
m@27
|
4325 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4326 "extracting chroma...\n",
|
|
m@27
|
4327 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4328 "(45, 240)\n",
|
|
m@27
|
4329 "60 44 44 44 45\n",
|
|
m@27
|
4330 "file 490 of 5037\n",
|
|
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|
4331 "loading speech/music segments...\n",
|
|
m@27
|
4332 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4333 "extracting chroma...\n",
|
|
m@27
|
4334 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4335 "(45, 240)\n",
|
|
m@27
|
4336 "60 44 44 44 45\n",
|
|
m@27
|
4337 "file 491 of 5037\n",
|
|
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|
4338 "loading speech/music segments...\n",
|
|
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|
4339 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4340 "extracting chroma...\n",
|
|
m@27
|
4341 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4342 "(45, 240)\n",
|
|
m@27
|
4343 "60 44 44 44 45\n",
|
|
m@27
|
4344 "file 492 of 5037\n",
|
|
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|
4345 "loading speech/music segments...\n",
|
|
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|
4346 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4347 "extracting chroma...\n",
|
|
m@27
|
4348 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4349 "(45, 240)\n",
|
|
m@27
|
4350 "60 44 44 44 45\n",
|
|
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|
4351 "file 493 of 5037\n",
|
|
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|
4352 "loading speech/music segments...\n",
|
|
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|
4353 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4354 "extracting chroma...\n",
|
|
m@27
|
4355 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4356 "(45, 240)\n",
|
|
m@27
|
4357 "60 44 44 44 45\n",
|
|
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|
4358 "file 494 of 5037\n",
|
|
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|
4359 "loading speech/music segments...\n",
|
|
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|
4360 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4361 "extracting chroma...\n",
|
|
m@27
|
4362 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4363 "(45, 240)\n",
|
|
m@27
|
4364 "60 44 44 44 45\n",
|
|
m@27
|
4365 "file 495 of 5037\n",
|
|
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|
4366 "loading speech/music segments...\n",
|
|
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|
4367 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4368 "extracting chroma...\n",
|
|
m@27
|
4369 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4370 "(45, 240)\n",
|
|
m@27
|
4371 "60 44 44 44 45\n",
|
|
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|
4372 "file 496 of 5037\n",
|
|
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|
4373 "loading speech/music segments...\n",
|
|
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|
4374 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4375 "extracting chroma...\n",
|
|
m@27
|
4376 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4377 "(60, 240)\n",
|
|
m@27
|
4378 "60 44 44 44 60\n",
|
|
m@27
|
4379 "file 497 of 5037\n",
|
|
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|
4380 "loading speech/music segments...\n",
|
|
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|
4381 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4382 "extracting chroma...\n",
|
|
m@27
|
4383 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4384 "(45, 240)\n",
|
|
m@27
|
4385 "60 44 44 44 45\n",
|
|
m@27
|
4386 "file 498 of 5037\n",
|
|
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|
4387 "loading speech/music segments...\n",
|
|
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|
4388 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4389 "extracting chroma...\n",
|
|
m@27
|
4390 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4391 "(45, 240)\n",
|
|
m@27
|
4392 "60 44 44 44 45\n",
|
|
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|
4393 "file 499 of 5037\n",
|
|
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|
4394 "loading speech/music segments...\n",
|
|
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|
4395 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4396 "extracting chroma...\n",
|
|
m@27
|
4397 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4398 "(45, 240)\n",
|
|
m@27
|
4399 "60 44 44 44 45\n",
|
|
m@27
|
4400 "file 500 of 5037\n",
|
|
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|
4401 "loading speech/music segments...\n",
|
|
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|
4402 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4403 "extracting chroma...\n",
|
|
m@27
|
4404 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4405 "(60, 240)\n",
|
|
m@27
|
4406 "60 44 44 44 60\n",
|
|
m@27
|
4407 "file 501 of 5037\n",
|
|
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|
4408 "loading speech/music segments...\n",
|
|
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|
4409 "extracting onset patterns and mfccs...\n",
|
|
m@27
|
4410 "extracting chroma...\n",
|
|
m@27
|
4411 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4412 "(60, 240)\n",
|
|
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|
4413 "60 44 44 44 60\n",
|
|
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|
4414 "file 502 of 5037\n",
|
|
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|
4415 "loading speech/music segments...\n",
|
|
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|
4416 "extracting onset patterns and mfccs...\n",
|
|
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|
4417 "extracting chroma...\n",
|
|
m@27
|
4418 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n"
|
|
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|
4419 ]
|
|
m@27
|
4420 },
|
|
m@27
|
4421 {
|
|
m@27
|
4422 "name": "stdout",
|
|
m@27
|
4423 "output_type": "stream",
|
|
m@27
|
4424 "text": [
|
|
m@27
|
4425 "(60, 240)\n",
|
|
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|
4426 "60 44 44 44 60\n",
|
|
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|
4427 "file 503 of 5037\n",
|
|
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|
4428 "loading speech/music segments...\n",
|
|
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|
4429 "extracting onset patterns and mfccs...\n",
|
|
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|
4430 "extracting chroma...\n",
|
|
m@27
|
4431 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4432 "(60, 240)\n",
|
|
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|
4433 "60 44 44 44 60\n",
|
|
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|
4434 "file 504 of 5037\n",
|
|
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|
4435 "loading speech/music segments...\n",
|
|
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|
4436 "extracting onset patterns and mfccs...\n",
|
|
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|
4437 "extracting chroma...\n",
|
|
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|
4438 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4439 "(45, 240)\n",
|
|
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|
4440 "60 44 44 44 45\n",
|
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|
4441 "file 505 of 5037\n",
|
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|
4442 "loading speech/music segments...\n",
|
|
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|
4443 "extracting onset patterns and mfccs...\n",
|
|
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|
4444 "extracting chroma...\n",
|
|
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|
4445 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4446 "(45, 240)\n",
|
|
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|
4447 "60 44 44 44 45\n",
|
|
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|
4448 "file 506 of 5037\n",
|
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|
4449 "loading speech/music segments...\n",
|
|
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|
4450 "extracting onset patterns and mfccs...\n",
|
|
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|
4451 "extracting chroma...\n",
|
|
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|
4452 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4453 "(45, 240)\n",
|
|
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|
4454 "60 44 44 44 45\n",
|
|
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|
4455 "file 507 of 5037\n",
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4456 "loading speech/music segments...\n",
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|
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|
4457 "extracting onset patterns and mfccs...\n",
|
|
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|
4458 "extracting chroma...\n",
|
|
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|
4459 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
4460 "(60, 240)\n",
|
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|
4461 "60 44 44 44 60\n",
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|
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|
4462 "file 508 of 5037\n",
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4463 "loading speech/music segments...\n",
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|
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4464 "extracting onset patterns and mfccs...\n",
|
|
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|
4465 "extracting chroma...\n",
|
|
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|
4466 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4467 "(45, 240)\n",
|
|
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|
4468 "60 44 44 44 45\n",
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|
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|
4469 "file 509 of 5037\n",
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|
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|
4470 "loading speech/music segments...\n",
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|
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|
4471 "extracting onset patterns and mfccs...\n",
|
|
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|
4472 "extracting chroma...\n",
|
|
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|
4473 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
4474 "(60, 240)\n",
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|
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|
4475 "60 44 44 44 60\n",
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4476 "file 510 of 5037\n",
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4477 "loading speech/music segments...\n",
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|
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|
4478 "extracting onset patterns and mfccs...\n",
|
|
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|
4479 "extracting chroma...\n",
|
|
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|
4480 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4481 "(45, 240)\n",
|
|
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|
4482 "60 44 44 44 45\n",
|
|
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4483 "file 511 of 5037\n",
|
|
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|
4484 "loading speech/music segments...\n",
|
|
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|
4485 "extracting onset patterns and mfccs...\n",
|
|
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|
4486 "extracting chroma...\n",
|
|
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|
4487 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
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|
4488 "(60, 240)\n",
|
|
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|
4489 "60 44 44 44 60\n",
|
|
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|
4490 "file 512 of 5037\n",
|
|
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|
4491 "loading speech/music segments...\n",
|
|
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|
4492 "extracting onset patterns and mfccs...\n",
|
|
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|
4493 "extracting chroma...\n",
|
|
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|
4494 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4495 "(45, 240)\n",
|
|
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|
4496 "60 44 44 44 45\n",
|
|
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|
4497 "file 513 of 5037\n",
|
|
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|
4498 "loading speech/music segments...\n",
|
|
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|
4499 "extracting onset patterns and mfccs...\n",
|
|
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|
4500 "extracting chroma...\n",
|
|
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|
4501 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4502 "(45, 240)\n",
|
|
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|
4503 "60 44 44 44 45\n",
|
|
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|
4504 "file 514 of 5037\n",
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|
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|
4505 "loading speech/music segments...\n",
|
|
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|
4506 "extracting onset patterns and mfccs...\n",
|
|
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|
4507 "extracting chroma...\n",
|
|
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|
4508 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4509 "(45, 240)\n",
|
|
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|
4510 "60 44 44 44 45\n",
|
|
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|
4511 "file 515 of 5037\n",
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|
4512 "loading speech/music segments...\n",
|
|
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|
4513 "extracting onset patterns and mfccs...\n",
|
|
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|
4514 "extracting chroma...\n",
|
|
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|
4515 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4516 "(45, 240)\n",
|
|
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|
4517 "60 44 44 44 45\n",
|
|
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|
4518 "file 516 of 5037\n",
|
|
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|
4519 "loading speech/music segments...\n",
|
|
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|
4520 "extracting onset patterns and mfccs...\n",
|
|
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|
4521 "extracting chroma...\n",
|
|
m@27
|
4522 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4523 "(60, 240)\n",
|
|
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|
4524 "60 44 44 44 60\n",
|
|
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|
4525 "file 517 of 5037\n",
|
|
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|
4526 "loading speech/music segments...\n",
|
|
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|
4527 "extracting onset patterns and mfccs...\n",
|
|
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|
4528 "extracting chroma...\n",
|
|
m@27
|
4529 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4530 "(45, 240)\n",
|
|
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|
4531 "60 44 44 44 45\n",
|
|
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|
4532 "file 518 of 5037\n",
|
|
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|
4533 "loading speech/music segments...\n",
|
|
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|
4534 "extracting onset patterns and mfccs...\n",
|
|
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|
4535 "extracting chroma...\n",
|
|
m@27
|
4536 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
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|
4537 "(45, 240)\n",
|
|
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|
4538 "60 44 44 44 45\n",
|
|
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|
4539 "file 519 of 5037\n",
|
|
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|
4540 "loading speech/music segments...\n",
|
|
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|
4541 "extracting onset patterns and mfccs...\n",
|
|
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|
4542 "extracting chroma...\n",
|
|
m@27
|
4543 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4544 "(45, 240)\n",
|
|
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|
4545 "60 44 44 44 45\n",
|
|
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|
4546 "file 520 of 5037\n",
|
|
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|
4547 "loading speech/music segments...\n",
|
|
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|
4548 "extracting onset patterns and mfccs...\n",
|
|
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|
4549 "extracting chroma...\n",
|
|
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|
4550 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4551 "(60, 240)\n",
|
|
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|
4552 "60 44 44 44 60\n",
|
|
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|
4553 "file 521 of 5037\n",
|
|
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|
4554 "loading speech/music segments...\n",
|
|
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|
4555 "extracting onset patterns and mfccs...\n",
|
|
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|
4556 "extracting chroma...\n",
|
|
m@27
|
4557 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4558 "(60, 240)\n",
|
|
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|
4559 "60 44 44 44 60\n",
|
|
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|
4560 "file 522 of 5037\n",
|
|
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|
4561 "loading speech/music segments...\n",
|
|
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|
4562 "extracting onset patterns and mfccs...\n",
|
|
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|
4563 "extracting chroma...\n",
|
|
m@27
|
4564 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4565 "(45, 240)\n",
|
|
m@27
|
4566 "60 44 44 44 45\n",
|
|
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|
4567 "file 523 of 5037\n",
|
|
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|
4568 "loading speech/music segments...\n",
|
|
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|
4569 "extracting onset patterns and mfccs...\n",
|
|
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|
4570 "extracting chroma...\n",
|
|
m@27
|
4571 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs_BL_old/PB-melodia/\n",
|
|
m@27
|
4572 "(60, 240)\n",
|
|
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|
4573 "60 44 44 44 60\n",
|
|
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|
4574 "file 524 of 5037\n",
|
|
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|
4575 "loading speech/music segments...\n",
|
|
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|
4576 "extracting onset patterns and mfccs...\n",
|
|
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|
4577 "extracting chroma...\n",
|
|
m@27
|
4578 "load precomputed pitch bihist /import/c4dm-04/mariap/FeatureCsvs/PB-melodia/\n",
|
|
m@27
|
4579 "(45, 240)\n",
|
|
m@27
|
4580 "60 44 44 44 45\n",
|
|
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|
4581 "file 525 of 5037\n",
|
|
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|
4582 "loading speech/music segments...\n",
|
|
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|
4583 "extracting onset patterns and mfccs...\n"
|
|
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|
4584 ]
|
|
m@27
|
4585 },
|
|
m@27
|
4586 {
|
|
m@27
|
4587 "ename": "ValueError",
|
|
m@27
|
4588 "evalue": "No columns to parse from file",
|
|
m@27
|
4589 "output_type": "error",
|
|
m@27
|
4590 "traceback": [
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4591 "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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4592 "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
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4593 "\u001b[0;32m<ipython-input-59-2ab5c77f448e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 3\u001b[0m load_dataset.OUTPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n\u001b[1;32m 4\u001b[0m output_file in OUTPUT_FILES]\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0mload_dataset\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeatures_for_train_test_sets\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwrite_output\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
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4594 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_dataset.py\u001b[0m in \u001b[0;36mfeatures_for_train_test_sets\u001b[0;34m(df, write_output)\u001b[0m\n\u001b[1;32m 149\u001b[0m \u001b[0mX_idx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Country'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_values\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 150\u001b[0m \u001b[0mtrain_set\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mval_set\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtest_set\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_train_val_test_idx\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_idx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 151\u001b[0;31m \u001b[0mX_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_train\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_train\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtrain_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 152\u001b[0m \u001b[0mX_val\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_val\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_val\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mval_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 153\u001b[0m \u001b[0mX_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_test\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mextract_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mtest_set\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mWIN_SIZE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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4595 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_dataset.py\u001b[0m in \u001b[0;36mextract_features\u001b[0;34m(df, win2sec)\u001b[0m\n\u001b[1;32m 109\u001b[0m \"\"\"\n\u001b[1;32m 110\u001b[0m \u001b[0mfeat_loader\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mload_features\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mFeatureLoader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mwin2sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mwin2sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m \u001b[0mframes_rhy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_df\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY_audio_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mfeat_loader\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_features\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 112\u001b[0m \u001b[0;32mprint\u001b[0m \u001b[0mframes_rhy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 113\u001b[0m \u001b[0mX\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mframes_rhy\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mel\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_mfcc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mframes_chroma\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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4596 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_features.py\u001b[0m in \u001b[0;36mget_features\u001b[0;34m(self, df, stop_sec, class_label)\u001b[0m\n\u001b[1;32m 118\u001b[0m \u001b[0;32mcontinue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 119\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 120\u001b[0;31m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmfcc\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_op_mfcc_for_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Melspec'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstop_sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstop_sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 121\u001b[0m \u001b[0mch\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_chroma_for_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdf\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Chroma'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstop_sec\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mstop_sec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 122\u001b[0m \u001b[0;31m#pb = self.get_pb_from_melodia(df['Melodia'].iloc[i], stop_sec=stop_sec)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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4597 "\u001b[0;32m/homes/mp305/code/pythoncode/plosone_underreview/scripts/load_features.py\u001b[0m in \u001b[0;36mget_op_mfcc_for_file\u001b[0;34m(self, melspec_file, scale, stop_sec)\u001b[0m\n\u001b[1;32m 33\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmfc\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 34\u001b[0m \u001b[0;32mprint\u001b[0m \u001b[0;34m'extracting onset patterns and mfccs...'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 35\u001b[0;31m \u001b[0msongframes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmelspec_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"c\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0msongframes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0miloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mwhere\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misnan\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msongframes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0mn_stop\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mceil\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstop_sec\u001b[0m \u001b[0;34m*\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mframessr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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4598 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36mparser_f\u001b[0;34m(filepath_or_buffer, sep, dialect, compression, doublequote, escapechar, quotechar, quoting, skipinitialspace, lineterminator, header, index_col, names, prefix, skiprows, skipfooter, skip_footer, na_values, true_values, false_values, delimiter, converters, dtype, usecols, engine, delim_whitespace, as_recarray, na_filter, compact_ints, use_unsigned, low_memory, buffer_lines, warn_bad_lines, error_bad_lines, keep_default_na, thousands, comment, decimal, parse_dates, keep_date_col, dayfirst, date_parser, memory_map, float_precision, nrows, iterator, chunksize, verbose, encoding, squeeze, mangle_dupe_cols, tupleize_cols, infer_datetime_format, skip_blank_lines)\u001b[0m\n\u001b[1;32m 489\u001b[0m skip_blank_lines=skip_blank_lines)\n\u001b[1;32m 490\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 491\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 492\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 493\u001b[0m \u001b[0mparser_f\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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4599 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m_read\u001b[0;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[1;32m 266\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 267\u001b[0m \u001b[0;31m# Create the parser.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 268\u001b[0;31m \u001b[0mparser\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mTextFileReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 269\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 270\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnrows\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mchunksize\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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m@27
|
4600 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[1;32m 581\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'has_index_names'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'has_index_names'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 582\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 583\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_make_engine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mengine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 584\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 585\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_get_options_with_defaults\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|
m@27
|
4601 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m_make_engine\u001b[0;34m(self, engine)\u001b[0m\n\u001b[1;32m 722\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_make_engine\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mengine\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'c'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 723\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mengine\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'c'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 724\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_engine\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mCParserWrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 725\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 726\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mengine\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'python'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|
m@27
|
4602 "\u001b[0;32m/homes/mp305/anaconda/lib/python2.7/site-packages/pandas/io/parsers.pyc\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, src, **kwds)\u001b[0m\n\u001b[1;32m 1091\u001b[0m \u001b[0mkwds\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'allow_leading_cols'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex_col\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1092\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1093\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_reader\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_parser\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mTextReader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msrc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwds\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1094\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1095\u001b[0m \u001b[0;31m# XXX\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|
m@27
|
4603 "\u001b[0;32mpandas/parser.pyx\u001b[0m in \u001b[0;36mpandas.parser.TextReader.__cinit__ (pandas/parser.c:4979)\u001b[0;34m()\u001b[0m\n",
|
|
m@27
|
4604 "\u001b[0;31mValueError\u001b[0m: No columns to parse from file"
|
|
m@26
|
4605 ]
|
|
m@21
|
4606 }
|
|
m@21
|
4607 ],
|
|
m@21
|
4608 "source": [
|
|
m@15
|
4609 "for n in range(n_iters):\n",
|
|
m@15
|
4610 " print \"iteration %d\" % n\n",
|
|
m@15
|
4611 " load_dataset.OUTPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n",
|
|
m@15
|
4612 " output_file in OUTPUT_FILES]\n",
|
|
m@15
|
4613 " load_dataset.features_for_train_test_sets(df, write_output=True)"
|
|
m@15
|
4614 ]
|
|
m@15
|
4615 },
|
|
m@15
|
4616 {
|
|
m@15
|
4617 "cell_type": "code",
|
|
m@42
|
4618 "execution_count": 3,
|
|
m@42
|
4619 "metadata": {},
|
|
m@42
|
4620 "outputs": [
|
|
m@42
|
4621 {
|
|
m@42
|
4622 "name": "stdout",
|
|
m@42
|
4623 "output_type": "stream",
|
|
m@42
|
4624 "text": [
|
|
m@42
|
4625 "iteration 0\n",
|
|
m@42
|
4626 "mapping...\n",
|
|
m@42
|
4627 "/import/c4dm-04/mariap/train_data_melodia_8_0.pickle\n",
|
|
m@42
|
4628 "(203219, 840) (68100, 840) (67143, 840)\n",
|
|
m@42
|
4629 "mapping rhy\n",
|
|
m@42
|
4630 "training with PCA transform...\n",
|
|
m@42
|
4631 "variance explained 1.0\n",
|
|
m@42
|
4632 "140 400\n",
|
|
m@42
|
4633 "training with PCA transform...\n",
|
|
m@42
|
4634 "variance explained 0.990203912455\n",
|
|
m@42
|
4635 "training with LDA transform...\n"
|
|
m@42
|
4636 ]
|
|
m@42
|
4637 },
|
|
m@42
|
4638 {
|
|
m@42
|
4639 "name": "stderr",
|
|
m@42
|
4640 "output_type": "stream",
|
|
m@42
|
4641 "text": [
|
|
m@42
|
4642 "/homes/mp305/anaconda/lib/python2.7/site-packages/sklearn/utils/validation.py:526: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().\n",
|
|
m@42
|
4643 " y = column_or_1d(y, warn=True)\n",
|
|
m@42
|
4644 "/homes/mp305/anaconda/lib/python2.7/site-packages/sklearn/discriminant_analysis.py:455: UserWarning: The priors do not sum to 1. Renormalizing\n",
|
|
m@42
|
4645 " UserWarning)\n"
|
|
m@42
|
4646 ]
|
|
m@42
|
4647 },
|
|
m@42
|
4648 {
|
|
m@42
|
4649 "name": "stdout",
|
|
m@42
|
4650 "output_type": "stream",
|
|
m@42
|
4651 "text": [
|
|
m@42
|
4652 "variance explained 1.0\n",
|
|
m@42
|
4653 "transform test data...\n",
|
|
m@42
|
4654 "mapping mel\n",
|
|
m@42
|
4655 "training with PCA transform...\n",
|
|
m@42
|
4656 "variance explained 1.0\n",
|
|
m@42
|
4657 "214 240\n",
|
|
m@42
|
4658 "training with PCA transform...\n",
|
|
m@42
|
4659 "variance explained 0.990094273777\n",
|
|
m@42
|
4660 "training with LDA transform...\n",
|
|
m@42
|
4661 "variance explained 1.0\n",
|
|
m@42
|
4662 "transform test data...\n",
|
|
m@42
|
4663 "mapping mfc\n",
|
|
m@42
|
4664 "training with PCA transform...\n",
|
|
m@42
|
4665 "variance explained 1.0\n",
|
|
m@42
|
4666 "39 80\n",
|
|
m@42
|
4667 "training with PCA transform...\n",
|
|
m@42
|
4668 "variance explained 0.9914399357\n",
|
|
m@42
|
4669 "training with LDA transform...\n",
|
|
m@42
|
4670 "variance explained 0.941390777379\n",
|
|
m@42
|
4671 "transform test data...\n",
|
|
m@42
|
4672 "mapping chr\n",
|
|
m@42
|
4673 "training with PCA transform...\n",
|
|
m@42
|
4674 "variance explained 1.0\n",
|
|
m@42
|
4675 "70 120\n",
|
|
m@42
|
4676 "training with PCA transform...\n",
|
|
m@42
|
4677 "variance explained 0.990511935176\n",
|
|
m@42
|
4678 "training with LDA transform...\n",
|
|
m@42
|
4679 "variance explained 0.953613938607\n",
|
|
m@42
|
4680 "transform test data...\n"
|
|
m@42
|
4681 ]
|
|
m@42
|
4682 },
|
|
m@42
|
4683 {
|
|
m@42
|
4684 "ename": "ValueError",
|
|
m@42
|
4685 "evalue": "all the input array dimensions except for the concatenation axis must match exactly",
|
|
m@42
|
4686 "output_type": "error",
|
|
m@42
|
4687 "traceback": [
|
|
m@42
|
4688 "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
|
|
m@42
|
4689 "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
|
|
m@42
|
4690 "\u001b[0;32m<ipython-input-3-971892d5bd8d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 6\u001b[0m output_file in OUTPUT_FILES]\n\u001b[1;32m 7\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mldadata_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mY\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mYaudio\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmapper\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlda_map_and_average_frames\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmin_variance\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m0.99\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 8\u001b[0;31m \u001b[0mX\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconcatenate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mldadata_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;31m# classification and confusion\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|
m@42
|
4691 "\u001b[0;31mValueError\u001b[0m: all the input array dimensions except for the concatenation axis must match exactly"
|
|
m@42
|
4692 ]
|
|
m@42
|
4693 }
|
|
m@42
|
4694 ],
|
|
m@15
|
4695 "source": [
|
|
m@15
|
4696 "for n in range(n_iters):\n",
|
|
m@15
|
4697 " print \"iteration %d\" % n\n",
|
|
m@15
|
4698 " \n",
|
|
m@15
|
4699 " print \"mapping...\"\n",
|
|
m@15
|
4700 " mapper.INPUT_FILES = [output_file.split('.pickle')[0]+'_'+str(n)+'.pickle' for \n",
|
|
m@15
|
4701 " output_file in OUTPUT_FILES]\n",
|
|
m@15
|
4702 " _, _, ldadata_list, _, _, Y, Yaudio = mapper.lda_map_and_average_frames(min_variance=0.99)\n",
|
|
m@42
|
4703 " X = np.concatenate(ldadata_list, axis=1)\n",
|
|
m@15
|
4704 " \n",
|
|
m@15
|
4705 " # classification and confusion\n",
|
|
m@15
|
4706 " print \"classifying...\"\n",
|
|
Maria@18
|
4707 " traininds, testinds = classification.get_train_test_indices()\n",
|
|
Maria@18
|
4708 " X_train, Y_train, X_test, Y_test = classification.get_train_test_sets(X, Y, traininds, testinds)\n",
|
|
Maria@18
|
4709 " accuracy, _ = classification.confusion_matrix(X_train, Y_train, X_test, Y_test, saveCF=False, plots=False)\n",
|
|
m@15
|
4710 " print accuracy\n",
|
|
m@15
|
4711 " \n",
|
|
m@15
|
4712 " # outliers\n",
|
|
m@15
|
4713 " print \"detecting outliers...\"\n",
|
|
m@42
|
4714 " #ddf = outliers.load_metadata(Yaudio, metadata_file=load_dataset.METADATA_FILE)\n",
|
|
m@42
|
4715 " df_global, threshold, MD = outliers.get_outliers_df(X, Y, chi2thr=0.999)\n",
|
|
m@42
|
4716 " outliers.print_most_least_outliers_topN(df_global, N=10)\n",
|
|
m@15
|
4717 " \n",
|
|
m@15
|
4718 " # write output\n",
|
|
m@15
|
4719 " print \"writing file\"\n",
|
|
m@15
|
4720 " df_global.to_csv('../data/outliers_'+str(n)+'.csv', index=False)"
|
|
m@15
|
4721 ]
|
|
m@42
|
4722 },
|
|
m@42
|
4723 {
|
|
m@42
|
4724 "cell_type": "code",
|
|
m@42
|
4725 "execution_count": 4,
|
|
m@42
|
4726 "metadata": {
|
|
m@42
|
4727 "collapsed": true
|
|
m@42
|
4728 },
|
|
m@42
|
4729 "outputs": [],
|
|
m@42
|
4730 "source": [
|
|
m@42
|
4731 "X = np.concatenate(ldadata_list, axis=1)"
|
|
m@42
|
4732 ]
|
|
m@42
|
4733 },
|
|
m@42
|
4734 {
|
|
m@42
|
4735 "cell_type": "code",
|
|
m@42
|
4736 "execution_count": 5,
|
|
m@42
|
4737 "metadata": {},
|
|
m@42
|
4738 "outputs": [
|
|
m@42
|
4739 {
|
|
m@42
|
4740 "data": {
|
|
m@42
|
4741 "text/plain": [
|
|
m@42
|
4742 "(8089, 381)"
|
|
m@42
|
4743 ]
|
|
m@42
|
4744 },
|
|
m@42
|
4745 "execution_count": 5,
|
|
m@42
|
4746 "metadata": {},
|
|
m@42
|
4747 "output_type": "execute_result"
|
|
m@42
|
4748 }
|
|
m@42
|
4749 ],
|
|
m@42
|
4750 "source": [
|
|
m@42
|
4751 "X.shape"
|
|
m@42
|
4752 ]
|
|
m@42
|
4753 },
|
|
m@42
|
4754 {
|
|
m@42
|
4755 "cell_type": "code",
|
|
m@42
|
4756 "execution_count": 10,
|
|
m@42
|
4757 "metadata": {},
|
|
m@42
|
4758 "outputs": [
|
|
m@42
|
4759 {
|
|
m@42
|
4760 "name": "stdout",
|
|
m@42
|
4761 "output_type": "stream",
|
|
m@42
|
4762 "text": [
|
|
m@42
|
4763 "0.176354062249\n"
|
|
m@42
|
4764 ]
|
|
m@42
|
4765 },
|
|
m@42
|
4766 {
|
|
m@42
|
4767 "name": "stderr",
|
|
m@42
|
4768 "output_type": "stream",
|
|
m@42
|
4769 "text": [
|
|
m@42
|
4770 "/homes/mp305/anaconda/lib/python2.7/site-packages/sklearn/metrics/classification.py:1113: UndefinedMetricWarning: F-score is ill-defined and being set to 0.0 in labels with no predicted samples.\n",
|
|
m@42
|
4771 " 'precision', 'predicted', average, warn_for)\n"
|
|
m@42
|
4772 ]
|
|
m@42
|
4773 }
|
|
m@42
|
4774 ],
|
|
m@42
|
4775 "source": [
|
|
m@42
|
4776 "#traininds, testinds = classification.get_train_test_indices()\n",
|
|
m@42
|
4777 "traininds = np.arange(5000)\n",
|
|
m@42
|
4778 "testinds = np.arange(len(X)-1600, len(X))\n",
|
|
m@42
|
4779 "X_train, Y_train, X_test, Y_test = classification.get_train_test_sets(X, Y, traininds, testinds)\n",
|
|
m@42
|
4780 "accuracy, _ = classification.confusion_matrix(X_train, Y_train, X_test, Y_test, saveCF=False, plots=False)\n",
|
|
m@42
|
4781 "print accuracy"
|
|
m@42
|
4782 ]
|
|
m@42
|
4783 },
|
|
m@42
|
4784 {
|
|
m@42
|
4785 "cell_type": "code",
|
|
m@42
|
4786 "execution_count": 13,
|
|
m@42
|
4787 "metadata": {},
|
|
m@42
|
4788 "outputs": [
|
|
m@42
|
4789 {
|
|
m@42
|
4790 "name": "stdout",
|
|
m@42
|
4791 "output_type": "stream",
|
|
m@42
|
4792 "text": [
|
|
m@42
|
4793 "detecting outliers...\n",
|
|
m@42
|
4794 "most outliers \n",
|
|
m@42
|
4795 " Country Outliers\n",
|
|
m@42
|
4796 "136 Botswana 0.590909\n",
|
|
m@42
|
4797 "71 Ivory Coast 0.571429\n",
|
|
m@42
|
4798 "86 Gambia 0.541667\n",
|
|
m@42
|
4799 "43 Benin 0.538462\n",
|
|
m@42
|
4800 "62 Fiji 0.466667\n",
|
|
m@42
|
4801 "20 Pakistan 0.461538\n",
|
|
m@42
|
4802 "65 Uganda 0.437500\n",
|
|
m@42
|
4803 "14 Liberia 0.425000\n",
|
|
m@42
|
4804 "78 El Salvador 0.424242\n",
|
|
m@42
|
4805 "51 Western Sahara 0.421687\n",
|
|
m@42
|
4806 "least outliers \n",
|
|
m@42
|
4807 " Country Outliers\n",
|
|
m@42
|
4808 "119 Denmark 0.000000\n",
|
|
m@42
|
4809 "30 Afghanistan 0.000000\n",
|
|
m@42
|
4810 "113 Iceland 0.000000\n",
|
|
m@42
|
4811 "28 Tajikistan 0.000000\n",
|
|
m@42
|
4812 "74 Czech Republic 0.000000\n",
|
|
m@42
|
4813 "27 South Korea 0.000000\n",
|
|
m@42
|
4814 "1 Lithuania 0.000000\n",
|
|
m@42
|
4815 "15 Netherlands 0.014925\n",
|
|
m@42
|
4816 "121 Poland 0.040000\n",
|
|
m@42
|
4817 "134 Paraguay 0.043478\n"
|
|
m@42
|
4818 ]
|
|
m@42
|
4819 }
|
|
m@42
|
4820 ],
|
|
m@42
|
4821 "source": [
|
|
m@42
|
4822 "print \"detecting outliers...\"\n",
|
|
m@42
|
4823 "df_global, threshold, MD = outliers.get_outliers_df(X, Y, chi2thr=0.999)\n",
|
|
m@42
|
4824 "outliers.print_most_least_outliers_topN(df_global, N=10)"
|
|
m@42
|
4825 ]
|
|
m@42
|
4826 },
|
|
m@42
|
4827 {
|
|
m@42
|
4828 "cell_type": "markdown",
|
|
m@42
|
4829 "metadata": {},
|
|
m@42
|
4830 "source": [
|
|
m@42
|
4831 "## correlation of outlier results"
|
|
m@42
|
4832 ]
|
|
m@42
|
4833 },
|
|
m@42
|
4834 {
|
|
m@42
|
4835 "cell_type": "markdown",
|
|
m@42
|
4836 "metadata": {},
|
|
m@42
|
4837 "source": [
|
|
m@42
|
4838 "Let's use Kendal correlation to compare the ranked list of countries sorted by most to least outliers.\n",
|
|
m@42
|
4839 "<br> First load the ranked list of outlier countries.\n",
|
|
m@42
|
4840 "<br> Sort by outlier percentage in descending order."
|
|
m@42
|
4841 ]
|
|
m@42
|
4842 },
|
|
m@42
|
4843 {
|
|
m@42
|
4844 "cell_type": "code",
|
|
m@42
|
4845 "execution_count": null,
|
|
m@42
|
4846 "metadata": {
|
|
m@42
|
4847 "collapsed": true
|
|
m@42
|
4848 },
|
|
m@42
|
4849 "outputs": [],
|
|
m@42
|
4850 "source": [
|
|
m@42
|
4851 "ranked_countries = pd.DataFrame()\n",
|
|
m@42
|
4852 "ranked_outliers = pd.DataFrame()\n",
|
|
m@42
|
4853 "for n in range(n_iters):\n",
|
|
m@42
|
4854 " df_global = pd.read_csv('../data/outliers_'+str(n)+'.csv')\n",
|
|
m@42
|
4855 " df_global = df_global.sort_values('Outliers', axis=0, ascending=False, inplace=True)\n",
|
|
m@42
|
4856 " ranked_countries = pd.concat([ranked_countries, df_global['Country']], axis=1)\n",
|
|
m@42
|
4857 " ranked_outliers = pd.concat([ranked_outliers, df_global['Outliers']], axis=1)"
|
|
m@42
|
4858 ]
|
|
m@42
|
4859 },
|
|
m@42
|
4860 {
|
|
m@42
|
4861 "cell_type": "markdown",
|
|
m@42
|
4862 "metadata": {},
|
|
m@42
|
4863 "source": [
|
|
m@42
|
4864 "Remove countries with 0% outliers as these are in random (probably alphabetical) order."
|
|
m@42
|
4865 ]
|
|
m@42
|
4866 },
|
|
m@42
|
4867 {
|
|
m@42
|
4868 "cell_type": "code",
|
|
m@42
|
4869 "execution_count": null,
|
|
m@42
|
4870 "metadata": {
|
|
m@42
|
4871 "collapsed": true
|
|
m@42
|
4872 },
|
|
m@42
|
4873 "outputs": [],
|
|
m@42
|
4874 "source": [
|
|
m@42
|
4875 "zero_idx = np.where(np.sum(ranked_outliers, axis=1)==0)[0]\n",
|
|
m@42
|
4876 "first_zero_idx = np.min(zero_idx)\n",
|
|
m@42
|
4877 "ranked_countries = ranked_countries.iloc[:first_zero_idx, :]\n",
|
|
m@42
|
4878 "ranked_outliers = ranked_outliers.iloc[:first_zero_idx, :]\n",
|
|
m@42
|
4879 "\n",
|
|
m@42
|
4880 "print ranked_countries.head()\n",
|
|
m@42
|
4881 "print ranked_outliers.head()"
|
|
m@42
|
4882 ]
|
|
m@42
|
4883 },
|
|
m@42
|
4884 {
|
|
m@42
|
4885 "cell_type": "markdown",
|
|
m@42
|
4886 "metadata": {},
|
|
m@42
|
4887 "source": [
|
|
m@42
|
4888 "And now kendalltau correlation"
|
|
m@42
|
4889 ]
|
|
m@42
|
4890 },
|
|
m@42
|
4891 {
|
|
m@42
|
4892 "cell_type": "code",
|
|
m@42
|
4893 "execution_count": 33,
|
|
m@42
|
4894 "metadata": {},
|
|
m@42
|
4895 "outputs": [
|
|
m@42
|
4896 {
|
|
m@42
|
4897 "name": "stdout",
|
|
m@42
|
4898 "output_type": "stream",
|
|
m@42
|
4899 "text": [
|
|
m@42
|
4900 "KendalltauResult(correlation=0.99999999999999989, pvalue=2.5428927239036995e-67)\n"
|
|
m@42
|
4901 ]
|
|
m@42
|
4902 }
|
|
m@42
|
4903 ],
|
|
m@42
|
4904 "source": [
|
|
m@42
|
4905 "from scipy.stats import kendalltau\n",
|
|
m@42
|
4906 "for i in range(len(ranked_countries)-1):\n",
|
|
m@42
|
4907 " for j in range(i+1, len(ranked_countries)):\n",
|
|
m@42
|
4908 " print kendalltau(ranked_countries.iloc[:, i], ranked_countries.iloc[:, j])"
|
|
m@42
|
4909 ]
|
|
m@42
|
4910 },
|
|
m@42
|
4911 {
|
|
m@42
|
4912 "cell_type": "code",
|
|
m@42
|
4913 "execution_count": 34,
|
|
m@42
|
4914 "metadata": {},
|
|
m@42
|
4915 "outputs": [
|
|
m@42
|
4916 {
|
|
m@42
|
4917 "data": {
|
|
m@42
|
4918 "text/plain": [
|
|
m@42
|
4919 "SpearmanrResult(correlation=1.0, pvalue=0.0)"
|
|
m@42
|
4920 ]
|
|
m@42
|
4921 },
|
|
m@42
|
4922 "execution_count": 34,
|
|
m@42
|
4923 "metadata": {},
|
|
m@42
|
4924 "output_type": "execute_result"
|
|
m@42
|
4925 }
|
|
m@42
|
4926 ],
|
|
m@42
|
4927 "source": [
|
|
m@42
|
4928 "from scipy.stats import spearmanr\n",
|
|
m@42
|
4929 "spearmanr(ranked_countries)"
|
|
m@42
|
4930 ]
|
|
m@42
|
4931 },
|
|
m@42
|
4932 {
|
|
m@42
|
4933 "cell_type": "code",
|
|
m@42
|
4934 "execution_count": null,
|
|
m@42
|
4935 "metadata": {
|
|
m@42
|
4936 "collapsed": true
|
|
m@42
|
4937 },
|
|
m@42
|
4938 "outputs": [],
|
|
m@42
|
4939 "source": []
|
|
m@15
|
4940 }
|
|
m@15
|
4941 ],
|
|
m@15
|
4942 "metadata": {
|
|
m@15
|
4943 "kernelspec": {
|
|
m@15
|
4944 "display_name": "Python 2",
|
|
m@15
|
4945 "language": "python",
|
|
m@15
|
4946 "name": "python2"
|
|
m@19
|
4947 },
|
|
m@19
|
4948 "language_info": {
|
|
m@19
|
4949 "codemirror_mode": {
|
|
m@19
|
4950 "name": "ipython",
|
|
m@19
|
4951 "version": 2
|
|
m@19
|
4952 },
|
|
m@19
|
4953 "file_extension": ".py",
|
|
m@19
|
4954 "mimetype": "text/x-python",
|
|
m@19
|
4955 "name": "python",
|
|
m@19
|
4956 "nbconvert_exporter": "python",
|
|
m@19
|
4957 "pygments_lexer": "ipython2",
|
|
m@19
|
4958 "version": "2.7.12"
|
|
m@15
|
4959 }
|
|
m@15
|
4960 },
|
|
m@15
|
4961 "nbformat": 4,
|
|
m@17
|
4962 "nbformat_minor": 1
|
|
m@15
|
4963 }
|
