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1 /* -*- c-basic-offset: 4 -*- vi:set ts=8 sts=4 sw=4: */
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2
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3 /*
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4 A waveform viewer and audio annotation editor.
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5 Chris Cannam, Queen Mary University of London, 2005
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6
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7 This is experimental software. Not for distribution.
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8 */
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9
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10 #ifndef _FEATURE_EXTRACTION_PLUGIN_H_
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11 #define _FEATURE_EXTRACTION_PLUGIN_H_
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12
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13 /**
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14 * A base class for feature extraction plugins.
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15 */
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16
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17 #include <string>
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18 #include <vector>
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19 #include <map>
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20
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21 #include "base/RealTime.h"
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22
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23 /**
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24 * FeatureExtractionPlugin is a base class for plugin instance classes
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25 * that provide feature extraction from audio or related data.
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26 *
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27 * In most cases, the input will be audio and the output will be a
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28 * stream of derived data at a lower sampling resolution than the
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29 * input.
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30 */
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31
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32 class FeatureExtractionPlugin
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33 {
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34 public:
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35 /**
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36 * Initialise a plugin to prepare it for use with the given number
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37 * of input channels, step size (window increment, in sample
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38 * frames) and block size (window size, in sample frames).
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39 *
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40 * The input sample rate should have been already specified at
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41 * construction time.
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42 *
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43 * Return true for successful initialisation, false if the number
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44 * of input channels, step size and/or block size cannot be
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45 * supported.
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46 */
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47 virtual bool initialise(size_t inputChannels,
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48 size_t stepSize,
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49 size_t blockSize) = 0;
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50
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51 /**
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52 * Reset the plugin after use, to prepare it for another clean
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53 * run. Not called for the first initialisation (i.e. initialise
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54 * must also do a reset).
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55 */
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56 virtual void reset() = 0;
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57
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58 /**
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59 * Get the computer-usable name of the plugin. This should be
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60 * reasonably short and contain no whitespace or punctuation
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61 * characters.
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62 */
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63 virtual std::string getName() const = 0;
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64
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65 /**
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66 * Get a human-readable description of the plugin. This should be
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67 * self-contained, as it may be shown to the user in isolation
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68 * without also showing the plugin's "name".
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69 */
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70 virtual std::string getDescription() const = 0;
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71
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72 /**
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73 * Get the name of the author or vendor of the plugin in
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74 * human-readable form.
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75 */
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76 virtual std::string getMaker() const = 0;
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77
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78 /**
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79 * Get the version number of the plugin.
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80 */
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81 virtual int getPluginVersion() const = 0;
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82
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83 /**
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84 * Get the copyright statement or licensing summary of the plugin.
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85 */
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86 virtual std::string getCopyright() const = 0;
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87
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88 /**
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89 * Get the preferred step size (window increment -- the distance
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90 * in sample frames between the start frames of consecutive blocks
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91 * passed to the process() function) for the plugin. This should
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92 * be called before initialise().
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93 */
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94 virtual size_t getPreferredStepSize() const = 0;
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95
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96 /**
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97 * Get the preferred block size (window size -- the number of
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98 * sample frames passed in each block to the process() function).
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99 * This should be called before initialise().
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100 */
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101 virtual size_t getPreferredBlockSize() const { return getPreferredStepSize(); }
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102
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103 /**
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104 * Get the minimum supported number of input channels.
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105 */
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106 virtual size_t getMinChannelCount() const { return 1; }
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107
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108 /**
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109 * Get the maximum supported number of input channels.
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110 */
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111 virtual size_t getMaxChannelCount() const { return 1; }
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112
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113
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114 struct OutputDescriptor
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115 {
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116 /**
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117 * The name of the output, in computer-usable form. Should be
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118 * reasonably short and without whitespace or punctuation.
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119 */
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120 std::string name;
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121
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122 /**
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123 * The human-readable name of the output.
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124 */
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125 std::string description;
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126
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127 /**
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128 * The unit of the output, in human-readable form.
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129 */
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130 std::string unit;
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131
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132 /**
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133 * True if the output has the same number of values per result
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134 * for every output result. Outputs for which this is false
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135 * are unlikely to be very useful in a general-purpose host.
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136 */
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137 bool hasFixedValueCount;
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138
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139 /**
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140 * The number of values per result of the output. Undefined
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141 * if hasFixedValueCount is false. If this is zero, the output
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142 * is point data (i.e. only the time of each output is of
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143 * interest, the value list will be empty).
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144 *
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145 * Note that this gives the number of values of a single
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146 * output result, not of the output stream (which has one more
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147 * dimension: time).
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148 */
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149 size_t valueCount;
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150
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151 /**
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152 * True if the results in the output have a fixed numeric
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153 * range (minimum and maximum values). Undefined if
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154 * valueCount is zero.
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155 */
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156 bool hasKnownExtents;
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157
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158 /**
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159 * Minimum value of the results in the output. Undefined if
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160 * hasKnownExtents is false or valueCount is zero.
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161 */
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162 float minValue;
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163
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164 /**
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165 * Maximum value of the results in the output. Undefined if
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166 * hasKnownExtents is false or valueCount is zero.
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167 */
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168 float maxValue;
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169
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170 /**
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171 * True if the output values are quantized to a particular
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172 * resolution. Undefined if valueCount is zero.
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173 */
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174 bool isQuantized;
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175
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176 /**
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177 * Quantization resolution of the output values (e.g. 1.0 if
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178 * they are all integers). Undefined if isQuantized is false
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179 * or valueCount is zero.
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180 */
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181 float quantizeStep;
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182
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183 enum SampleType {
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184
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185 /// Results from each process() align with that call's block start
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186 OneSamplePerStep,
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187
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188 /// Results are evenly spaced in time (sampleRate specified below)
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189 FixedSampleRate,
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190
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191 /// Results are unevenly spaced and have individual timestamps
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192 VariableSampleRate
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193 };
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194
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195 /**
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196 * Positioning in time of the output results.
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197 */
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198 SampleType sampleType;
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199
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200 /**
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201 * Sample rate of the output results. Undefined if sampleType
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202 * is OneSamplePerStep.
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203 *
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204 * If sampleType is VariableSampleRate and this value is
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205 * non-zero, then it may be used to calculate a resolution for
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206 * the output (i.e. the "duration" of each value, in time).
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207 * It's recommended to set this to zero if that behaviour is
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208 * not desired.
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209 */
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210 float sampleRate;
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211 };
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212
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213 typedef std::vector<OutputDescriptor> OutputList;
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214
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215 /**
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216 * Get the outputs of this plugin. An output's index in this list
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217 * is used as its numeric index when looking it up in the
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218 * FeatureSet returned from the process() call.
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219 */
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220 virtual OutputList getOutputDescriptors() const = 0;
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221
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222
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223 struct ParameterDescriptor
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224 {
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225 /**
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226 * The name of the parameter, in computer-usable form. Should
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227 * be reasonably short and without whitespace or punctuation.
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228 */
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229 std::string name;
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230
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231 /**
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232 * The human-readable name of the parameter.
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233 */
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234 std::string description;
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235
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236 /**
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237 * The unit of the parameter, in human-readable form.
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238 */
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239 std::string unit;
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240
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241 /**
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242 * The minimum value of the parameter.
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243 */
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244 float minValue;
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245
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246 /**
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247 * The maximum value of the parameter.
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248 */
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249 float maxValue;
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250
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251 /**
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252 * The default value of the parameter.
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253 */
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254 float defaultValue;
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255
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256 /**
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257 * True if the parameter values are quantized to a particular
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258 * resolution.
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259 */
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260 bool isQuantized;
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261
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262 /**
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263 * Quantization resolution of the parameter values (e.g. 1.0
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264 * if they are all integers). Undefined if isQuantized is
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265 * false.
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266 */
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267 float quantizeStep;
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268 };
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269
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270 typedef std::vector<ParameterDescriptor> ParameterList;
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271
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272 /**
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273 * Get the controllable parameters of this plugin.
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274 */
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275 virtual ParameterList getParameterDescriptors() const {
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276 return ParameterList();
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277 }
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278
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279 /**
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280 * Get the value of a named parameter. The argument is the name
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281 * field from that parameter's descriptor.
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282 */
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283 virtual float getParameter(std::string) const { return 0.0; }
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284
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285 /**
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286 * Set a named parameter. The first argument is the name field
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287 * from that parameter's descriptor.
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288 */
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289 virtual void setParameter(std::string, float) { }
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290
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291 struct Feature
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292 {
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293 /**
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294 * True if an output feature has its own timestamp. This is
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295 * mandatory if the output has VariableSampleRate, and is
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296 * likely to be disregarded otherwise.
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297 */
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298 bool hasTimestamp;
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299
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300 /**
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301 * Timestamp of the output feature. This is mandatory if the
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302 * output has VariableSampleRate, and is likely to be
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303 * disregarded otherwise. Undefined if hasTimestamp is false.
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304 */
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305 RealTime timestamp;
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306
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307 /**
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308 * Results for a single sample of this feature. If the output
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309 * hasFixedValueCount, there must be the same number of values
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310 * as the output's valueCount count.
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311 */
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312 std::vector<float> values;
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313
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314 /**
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315 * Label for the sample of this feature.
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316 */
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317 std::string label;
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318 };
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319
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320 typedef std::vector<Feature> FeatureList;
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321 typedef std::map<int, FeatureList> FeatureSet; // key is output no
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322
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323 /**
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324 * Process a single block of input data. inputBuffers points to
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325 * one array of floats per input channel, and each of those arrays
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326 * contains the blockSize number of samples (the host will
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327 * zero-pad as necessary). The timestamp is the real time in
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328 * seconds of the start of the supplied block of samples.
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329 *
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330 * Return any features that have become available after this
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331 * process call. (These do not necessarily have to fall within
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332 * the process block, except for OneSamplePerStep outputs.)
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333 */
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334 virtual FeatureSet process(float **inputBuffers,
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335 RealTime timestamp) = 0;
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336
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337 /**
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338 * After all blocks have been processed, calculate and return any
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339 * remaining features derived from the complete input.
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340 */
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341 virtual FeatureSet getRemainingFeatures() = 0;
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342
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343 protected:
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344 FeatureExtractionPlugin(float inputSampleRate) :
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345 m_inputSampleRate(inputSampleRate) { }
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346
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347 float m_inputSampleRate;
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348 };
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349
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350 #endif
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351
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352
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353
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