jamie@4
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1 /* xtract~ - PD library for feature extraction
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2 Copyright (C) 2006 Jamie Bullock
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3
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4 This program is free software; you can redistribute it and/or
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5 modify it under the terms of the GNU General Public License
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6 as published by the Free Software Foundation; either version 2
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7 of the License, or (at your option) any later version.
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8
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9 This program is distributed in the hope that it will be useful,
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10 but WITHOUT ANY WARRANTY; without even the implied warranty of
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11 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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12 GNU General Public License for more details.
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13
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14 You should have received a copy of the GNU General Public License
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15 along with this program; if not, write to the Free Software
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16 Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
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17 */
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18
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19 /* calculates the spectral xtract of one frame, given peak frequency and amplitude to first and second inputs respectively */
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20
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21 #include "m_pd.h"
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22 #include <math.h>
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23
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24 #define XTRACT
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25 #include "xtract/libxtract.h"
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26
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27 #define BLOCKSIZE 1024
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28 #define NYQUIST 22050.0f
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29
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30 static t_class *xtract_class;
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31
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32 /* Struct for keeping track of memory allocations */
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33 typedef struct _tracked_memory {
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34 char argv;
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35 } tracked_memory;
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36
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37 typedef struct _xtract {
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38 t_object x_obj;
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39 t_float f;
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40 t_int feature;
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41 t_int feature_type;
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42 tracked_memory memory;
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43 void *argv;
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44 } t_xtract_tilde;
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45
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46 static t_int *xtract_perform(t_int *w) {
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47 t_sample *in = (t_sample *)(w[1]);
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48 t_xtract_tilde *x = (t_xtract_tilde *)(w[2]);
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49 t_int N = (t_int)(w[3]);
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50 t_int return_code = 0;
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51 float result = 0;
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52
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53 return_code = xtract[x->feature]((float *)in, N, x->argv, &result);
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54
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55 if(return_code == FEATURE_NOT_IMPLEMENTED)
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56 pd_error(x, "Feature not implemented");
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57
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58 /* set nan, inf or -inf to 0 */
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59 result = (isinf(result) || isnan(result) ? 0 : result);
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60
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61 outlet_float(x->x_obj.ob_outlet, result);
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62 return (w+4);
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63 }
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64
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65 static t_int *xtract_perform_vector(t_int *w) {
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66 t_sample *in = (t_sample *)(w[1]);
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67 t_sample *out = (t_sample *)(w[2]);
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68 t_float *tmp_in, *tmp_out;
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69 t_xtract_tilde *x = (t_xtract_tilde *)(w[3]);
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70 t_int N = (t_int)(w[4]), n;
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71 t_int return_code = 0;
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72
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73 tmp_in = copybytes(in, N * sizeof(t_float));
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74 tmp_out = getbytes(N * sizeof(t_float));
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75
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76 return_code = xtract[x->feature](tmp_in, N, x->argv, tmp_out);
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77
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78 if(return_code == FEATURE_NOT_IMPLEMENTED)
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79 pd_error(x, "Feature not implemented");
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80
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81 n = N;
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82
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83 while(n--) out[n] = tmp_out[n];
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84
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85 freebytes(tmp_in, N * sizeof(t_float));
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86 freebytes(tmp_out, N * sizeof(t_float));
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87
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88 return (w+5);
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89 }
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90
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91 static void xtract_dsp(t_xtract_tilde *x, t_signal **sp) {
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92
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93 if(x->feature_type == VECTOR)
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94 dsp_add(xtract_perform_vector, 4,
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95 sp[0]->s_vec, sp[1]->s_vec, x, sp[0]->s_n);
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96
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97 else dsp_add(xtract_perform, 3, sp[0]->s_vec, x, sp[0]->s_n);
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98
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99 }
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100
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101 static void *xtract_new(t_symbol *me, t_int argc, t_atom *argv) {
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102
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103 t_symbol *tmp;
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104 t_xtract_tilde *x = (t_xtract_tilde *)pd_new(xtract_class);
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105 xtract_mel_filter *f;
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106 t_int n, N, floatargs = 0;
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107
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108 N = BLOCKSIZE;
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109
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110 x->argv = NULL;
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111
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112 tmp = atom_getsymbol(argv);
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113
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114 /* map creation args to features */
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115 if(tmp == gensym("mean")) x->feature = MEAN;
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116 else if(tmp == gensym("variance")) x->feature = VARIANCE;
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117 else if(tmp == gensym("standard_deviation"))x->feature = STANDARD_DEVIATION;
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118 else if(tmp == gensym("average_deviation")) x->feature = AVERAGE_DEVIATION;
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119 else if(tmp == gensym("skewness")) x->feature = SKEWNESS;
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120 else if(tmp == gensym("kurtosis")) x->feature = KURTOSIS;
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121 else if(tmp == gensym("centroid")) x->feature = CENTROID;
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122 else if(tmp == gensym("irregularity_k")) x->feature = IRREGULARITY_K;
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123 else if(tmp == gensym("irregularity_j")) x->feature = IRREGULARITY_J;
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124 else if(tmp == gensym("tristimulus_1")) x->feature = TRISTIMULUS_1;
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125 else if(tmp == gensym("tristimulus_2")) x->feature = TRISTIMULUS_2;
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126 else if(tmp == gensym("tristimulus_3")) x->feature = TRISTIMULUS_3;
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127 else if(tmp == gensym("smoothness")) x->feature = SMOOTHNESS;
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128 else if(tmp == gensym("spread")) x->feature = SPREAD;
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129 else if(tmp == gensym("zcr")) x->feature = ZCR;
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130 else if(tmp == gensym("rolloff")) x->feature = ROLLOFF;
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131 else if(tmp == gensym("loudness")) x->feature = LOUDNESS;
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132 else if(tmp == gensym("flatness")) x->feature = FLATNESS;
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133 else if(tmp == gensym("tonality")) x->feature = TONALITY;
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134 else if(tmp == gensym("crest")) x->feature = CREST;
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135 else if(tmp == gensym("noisiness")) x->feature = NOISINESS;
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136 else if(tmp == gensym("rms_amplitude")) x->feature = RMS_AMPLITUDE;
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137 else if(tmp == gensym("inharmonicity")) x->feature = INHARMONICITY;
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138 else if(tmp == gensym("power")) x->feature = POWER;
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139 else if(tmp == gensym("odd_even_ratio")) x->feature = ODD_EVEN_RATIO;
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140 else if(tmp == gensym("sharpness")) x->feature = SHARPNESS;
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141 else if(tmp == gensym("slope")) x->feature = SLOPE;
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142 else if(tmp == gensym("f0")) x->feature = F0;
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143 else if(tmp == gensym("hps"))x->feature = HPS;
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144 else if(tmp == gensym("lowest_match"))x->feature = LOWEST_MATCH;
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145 else if(tmp == gensym("dct")) x->feature = DCT;
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146 else if(tmp == gensym("magnitude_spectrum"))
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147 x->feature = MAGNITUDE_SPECTRUM;
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148 else if(tmp == gensym("autocorrelation")) x->feature = AUTOCORRELATION;
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149 else if(tmp == gensym("autocorrelation_fft"))
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150 x->feature = AUTOCORRELATION_FFT;
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151 else if(tmp == gensym("amdf")) x->feature = AMDF;
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152 else if(tmp == gensym("asdf")) x->feature = ASDF;
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153 else if(tmp == gensym("peaks")) x->feature = PEAKS;
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154 else if(tmp == gensym("flux")) x->feature = FLUX;
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155 else if(tmp == gensym("attack_time")) x->feature = ATTACK_TIME;
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156 else if(tmp == gensym("decay_time")) x->feature = DECAY_TIME;
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157 else if(tmp == gensym("delta")) x->feature = DELTA_FEATURE;
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158 else if(tmp == gensym("mfcc")) x->feature = MFCC;
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159 else if(tmp == gensym("harmonics")) x->feature = HARMONICS;
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160 else if(tmp == gensym("bark_coefficients")) x->feature = BARK_COEFFICIENTS;
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161 else post("xtract~: No feature selected");
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162
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163 /* allocate memory for feature arguments */
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164 switch(x->feature){
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165 case MEAN:
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166 case VARIANCE:
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167 case STANDARD_DEVIATION:
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168 case AVERAGE_DEVIATION:
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169 case ROLLOFF:
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170 case INHARMONICITY:
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171 case LOWEST_MATCH:
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172 case F0:
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173 case TONALITY:
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174 floatargs = 1;
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175 break;
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176 case SKEWNESS:
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177 case KURTOSIS:
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178 case PEAKS:
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179 case HARMONICS:
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180 floatargs = 2;
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181 break;
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182 case CENTROID:
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183 case IRREGULARITY_K:
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184 case IRREGULARITY_J:
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185 case TRISTIMULUS_1:
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186 case TRISTIMULUS_2:
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187 case TRISTIMULUS_3:
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188 case SMOOTHNESS:
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189 case SPREAD:
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190 case ZCR:
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191 case LOUDNESS:
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192 case FLATNESS:
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193 case CREST:
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194 case NOISINESS:
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195 case RMS_AMPLITUDE:
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196 case POWER:
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197 case ODD_EVEN_RATIO:
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198 case SHARPNESS:
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199 case SLOPE:
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200 case HPS:
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201 case FLUX: /*not implemented */
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202 case ATTACK_TIME: /*not implemented */
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203 case DECAY_TIME: /*not implemented */
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204 case DELTA_FEATURE: /*not implemented */
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205 case AUTOCORRELATION_FFT:
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206 case MAGNITUDE_SPECTRUM:
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207 case MFCC:
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208 case DCT:
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209 case AUTOCORRELATION:
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210 case AMDF:
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211 case ASDF:
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212 case BARK_COEFFICIENTS:
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213 floatargs = 0;
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214 break;
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215 default:
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216 floatargs = 0;
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217 break;
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218 }
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219
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220 if(x->feature == MFCC){
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221 x->memory.argv = (size_t)(sizeof(xtract_mel_filter));
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222 x->argv = (xtract_mel_filter *)getbytes(x->memory.argv);
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223 }
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224 else if(x->feature == BARK_COEFFICIENTS){
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225 x->memory.argv = (size_t)(BARK_BANDS * sizeof(t_int));
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226 x->argv = (t_int *)getbytes(x->memory.argv);
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227 }
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228 else if (floatargs){
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229 x->memory.argv = (size_t)(floatargs * sizeof(t_float));
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230 x->argv = (t_float *)getbytes(x->memory.argv);
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231 }
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232 else
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233 x->memory.argv = 0;
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234
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235 /* do init if needed */
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236 if(x->feature == MFCC){
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237
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238 f = x->argv;
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239
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240 f->n_filters = 20;
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241
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242 post("xtract~: mfcc: filters = %d", ((xtract_mel_filter *)x->argv)->n_filters);
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243 f->filters =
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244 (t_float **)getbytes(f->n_filters * sizeof(t_float *));
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245 for(n = 0; n < f->n_filters; n++)
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246 f->filters[n] = (float *)getbytes(N * sizeof(float));
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247
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248 xtract_init_mfcc(N, NYQUIST, EQUAL_GAIN, 18000.0f,
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249 80.0f, f->n_filters, f->filters);
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250 }
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251 else if(x->feature == BARK_COEFFICIENTS)
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252 xtract_init_bark(N, NYQUIST, x->argv);
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253
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254 if(x->feature == AUTOCORRELATION || x->feature == AUTOCORRELATION_FFT ||
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255 x->feature == MFCC || x->feature == AMDF || x->feature == ASDF||
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256 x->feature == DCT || x->feature == BARK_COEFFICIENTS ||
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257 x->feature == MAGNITUDE_SPECTRUM || x->feature == PEAKS ||
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258 x->feature == HARMONICS)
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259 x->feature_type = VECTOR;
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260
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261 else if (x->feature == FLUX || x->feature == ATTACK_TIME ||
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262 x->feature == DECAY_TIME || x->feature == DELTA)
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263 x->feature_type = DELTA;
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264
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265 else x->feature_type = SCALAR;
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266
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267 /* argv through right inlet */
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268 inlet_new(&x->x_obj, &x->x_obj.ob_pd, gensym("list"), gensym("list"));
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269
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270 /* if feature is vector, create signal out */
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271 if(x->feature_type == VECTOR) outlet_new(&x->x_obj, &s_signal);
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272
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273 /* otherwise: float */
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274 else outlet_new(&x->x_obj, &s_float);
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275
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276 return (void *)x;
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277 }
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278
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279 static void xtract_tilde_get_args(t_xtract_tilde *x, t_symbol *selector,
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280 t_int argc, t_atom *argv) {
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281 /*
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282 if(argc > (t_int)sizeof(x->argv) /
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283 (t_int)sizeof(t_float) || x->argv == NULL)
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284 post("Too many parameters to right inlet");
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285 else{*/
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286
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287 x->argv = getbytes(argc * sizeof(float));
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288
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289 while(argc--)
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290 ((t_float *)x->argv)[argc] = atom_getfloat(&argv[argc]);
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291 /* }*/
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292 }
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293
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294 static void xtract_tilde_show_help(t_xtract_tilde *x, t_symbol *s){
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295
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296 int i;
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297
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298 i = XTRACT_FEATURES;
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299
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300 post("\n\txtract~: Feature List\n");
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301
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302 while(i--){
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303 post("\t%s", xtract_help_strings[i]+7);
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304 }
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305 }
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306
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307 static void xtract_tilde_free(t_xtract_tilde *x) {
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308
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309 if(x->argv != NULL && x->memory.argv)
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310 freebytes(x->argv, x->memory.argv);
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311 }
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312
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313 void xtract_tilde_setup(void) {
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314 xtract_class = class_new(gensym("xtract~"),
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315 (t_newmethod)xtract_new,
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316 (t_method)xtract_tilde_free,
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317 sizeof(t_xtract_tilde),
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318 CLASS_DEFAULT,
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319 A_GIMME, 0);
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320
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321 class_addmethod(xtract_class,
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322 (t_method)xtract_dsp, gensym("dsp"), 0);
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323 class_addmethod(xtract_class,
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jamie@26
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324 (t_method)xtract_tilde_get_args, gensym("list"), A_GIMME, 0);
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jamie@26
|
325 class_addmethod(xtract_class,
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jamie@26
|
326 (t_method)xtract_tilde_show_help, gensym("help"), A_DEFSYMBOL, 0);
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jamie@4
|
327 CLASS_MAINSIGNALIN(xtract_class, t_xtract_tilde, f);
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jamie@33
|
328 class_sethelpsymbol(xtract_class, gensym("xtract-help"));
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jamie@4
|
329 }
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