annotate src/BTrack.h @ 76:2f3906d2d92c

Added tag 1.0.0 for changeset 5bd9ae503dcf
author Adam Stark <adamstark@users.noreply.github.com>
date Tue, 08 Jul 2014 12:32:27 +0100
parents 105999275c2e
children 995ddf0eadd4
rev   line source
adamstark@46 1 //=======================================================================
adamstark@46 2 /** @file BTrack.h
adamstark@47 3 * @brief BTrack - a real-time beat tracker
adamstark@46 4 * @author Adam Stark
adamstark@46 5 * @copyright Copyright (C) 2008-2014 Queen Mary University of London
adamstark@46 6 *
adamstark@46 7 * This program is free software: you can redistribute it and/or modify
adamstark@46 8 * it under the terms of the GNU General Public License as published by
adamstark@46 9 * the Free Software Foundation, either version 3 of the License, or
adamstark@46 10 * (at your option) any later version.
adamstark@46 11 *
adamstark@46 12 * This program is distributed in the hope that it will be useful,
adamstark@46 13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
adamstark@46 14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
adamstark@46 15 * GNU General Public License for more details.
adamstark@46 16 *
adamstark@46 17 * You should have received a copy of the GNU General Public License
adamstark@46 18 * along with this program. If not, see <http://www.gnu.org/licenses/>.
adamstark@46 19 */
adamstark@46 20 //=======================================================================
adamstark@46 21
adamstark@46 22 #ifndef __BTRACK_H
adamstark@46 23 #define __BTRACK_H
adamstark@46 24
adamstark@55 25 #include "OnsetDetectionFunction.h"
adamstark@63 26 #include <vector>
adamstark@55 27
adamstark@60 28 //=======================================================================
adamstark@60 29 /** The main beat tracking class and the interface to the BTrack
adamstark@60 30 * beat tracking algorithm. The algorithm can process either
adamstark@60 31 * audio frames or onset detection function samples and also
adamstark@60 32 * contains some static functions for calculating beat times in seconds
adamstark@60 33 */
adamstark@46 34 class BTrack {
adamstark@46 35
adamstark@46 36 public:
adamstark@51 37
adamstark@58 38 //=======================================================================
adamstark@61 39 /** Constructor assuming hop size of 512 and frame size of 1024 */
adamstark@56 40 BTrack();
adamstark@51 41
adamstark@61 42 /** Constructor assuming frame size will be double the hopSize
adamstark@60 43 * @param hopSize the hop size in audio samples
adamstark@55 44 */
adamstark@57 45 BTrack(int hopSize_);
adamstark@55 46
adamstark@61 47 /** Constructor taking both hopSize and frameSize
adamstark@60 48 * @param hopSize the hop size in audio samples
adamstark@60 49 * @param frameSize the frame size in audio samples
adamstark@55 50 */
adamstark@57 51 BTrack(int hopSize_,int frameSize_);
adamstark@55 52
adamstark@58 53 //=======================================================================
adamstark@65 54 /** Updates the hop and frame size used by the beat tracker
adamstark@65 55 * @param hopSize the hop size in audio samples
adamstark@65 56 * @param frameSize the frame size in audio samples
adamstark@65 57 */
adamstark@65 58 void updateHopAndFrameSize(int hopSize_,int frameSize_);
adamstark@65 59
adamstark@65 60 //=======================================================================
adamstark@60 61 /** Process a single audio frame
adamstark@60 62 * @param frame a pointer to an array containing an audio frame. The number of samples should
adamstark@60 63 * match the frame size that the algorithm was initialised with.
adamstark@60 64 */
adamstark@56 65 void processAudioFrame(double *frame);
adamstark@55 66
adamstark@60 67 /** Add new onset detection function sample to buffer and apply beat tracking
adamstark@60 68 * @param sample an onset detection function sample
adamstark@60 69 */
adamstark@56 70 void processOnsetDetectionFunctionSample(double sample);
adamstark@51 71
adamstark@58 72 //=======================================================================
adamstark@57 73 /** @returns the current hop size being used by the beat tracker */
adamstark@57 74 int getHopSize();
adamstark@57 75
adamstark@58 76 /** @returns true if a beat should occur in the current audio frame */
adamstark@58 77 bool beatDueInCurrentFrame();
adamstark@58 78
adamstark@58 79 /** @returns the current tempo estimate being used by the beat tracker */
adamstark@58 80 double getCurrentTempoEstimate();
adamstark@58 81
adamstark@58 82 /** @returns the most recent value of the cumulative score function */
adamstark@58 83 double getLatestCumulativeScoreValue();
adamstark@58 84
adamstark@58 85 //=======================================================================
adamstark@60 86 /** Set the tempo of the beat tracker
adamstark@60 87 * @param tempo the tempo in beats per minute (bpm)
adamstark@60 88 */
adamstark@57 89 void setTempo(double tempo);
adamstark@51 90
adamstark@61 91 /** Fix tempo to roughly around some value, so that the algorithm will only try to track
adamstark@60 92 * tempi around the given tempo
adamstark@60 93 * @param tempo the tempo in beats per minute (bpm)
adamstark@60 94 */
adamstark@57 95 void fixTempo(double tempo);
adamstark@51 96
adamstark@61 97 /** Tell the algorithm to not fix the tempo anymore */
adamstark@57 98 void doNotFixTempo();
adamstark@55 99
adamstark@58 100 //=======================================================================
adamstark@61 101 /** Calculates a beat time in seconds, given the frame number, hop size and sampling frequency.
adamstark@60 102 * This version uses a long to represent the frame number
adamstark@60 103 * @param frameNumber the index of the current frame
adamstark@60 104 * @param hopSize the hop size in audio samples
adamstark@60 105 * @param fs the sampling frequency in Hz
adamstark@60 106 * @returns a beat time in seconds
adamstark@60 107 */
adamstark@55 108 static double getBeatTimeInSeconds(long frameNumber,int hopSize,int fs);
adamstark@55 109
adamstark@61 110 /** Calculates a beat time in seconds, given the frame number, hop size and sampling frequency.
adamstark@60 111 * This version uses an int to represent the frame number
adamstark@60 112 * @param frameNumber the index of the current frame
adamstark@60 113 * @param hopSize the hop size in audio samples
adamstark@60 114 * @param fs the sampling frequency in Hz
adamstark@60 115 * @returns a beat time in seconds
adamstark@60 116 */
adamstark@55 117 static double getBeatTimeInSeconds(int frameNumber,int hopSize,int fs);
adamstark@55 118
adamstark@58 119
adamstark@46 120 private:
adamstark@51 121
adamstark@60 122 /** Initialises the algorithm, setting internal parameters and creating weighting vectors
adamstark@60 123 * @param hopSize_ the hop size in audio samples
adamstark@60 124 * @param frameSize_ the frame size in audio samples
adamstark@60 125 */
adamstark@57 126 void initialise(int hopSize_,int frameSize_);
adamstark@56 127
adamstark@60 128 /** Initialise with hop size and set all array sizes accordingly
adamstark@60 129 * @param hopSize_ the hop size in audio samples
adamstark@60 130 */
adamstark@57 131 void setHopSize(int hopSize_);
adamstark@56 132
adamstark@60 133 /** Resamples the onset detection function from an arbitrary number of samples to 512 */
adamstark@57 134 void resampleOnsetDetectionFunction();
adamstark@51 135
adamstark@60 136 /** Updates the cumulative score function with a new onset detection function sample
adamstark@60 137 * @param odfSample an onset detection function sample
adamstark@60 138 */
adamstark@59 139 void updateCumulativeScore(double odfSample);
adamstark@51 140
adamstark@61 141 /** Predicts the next beat, based upon the internal program state */
adamstark@57 142 void predictBeat();
adamstark@51 143
adamstark@51 144 /** Calculates the current tempo expressed as the beat period in detection function samples */
adamstark@57 145 void calculateTempo();
adamstark@51 146
adamstark@61 147 /** Calculates an adaptive threshold which is used to remove low level energy from detection
adamstark@51 148 * function and emphasise peaks
adamstark@60 149 * @param x a pointer to an array containing onset detection function samples
adamstark@60 150 * @param N the length of the array, x
adamstark@51 151 */
adamstark@57 152 void adaptiveThreshold(double *x,int N);
adamstark@51 153
adamstark@61 154 /** Calculates the mean of values in an array between index locations [startIndex,endIndex]
adamstark@60 155 * @param array a pointer to an array that contains the values we wish to find the mean from
adamstark@60 156 * @param startIndex the start index from which we would like to calculate the mean
adamstark@60 157 * @param endIndex the final index to which we would like to calculate the mean
adamstark@60 158 * @returns the mean of the sub-section of the array
adamstark@60 159 */
adamstark@59 160 double calculateMeanOfArray(double *array,int startIndex,int endIndex);
adamstark@51 161
adamstark@61 162 /** Normalises a given array
adamstark@60 163 * @param array a pointer to the array we wish to normalise
adamstark@60 164 * @param N the length of the array
adamstark@60 165 */
adamstark@57 166 void normaliseArray(double *array,int N);
adamstark@51 167
adamstark@61 168 /** Calculates the balanced autocorrelation of the smoothed onset detection function
adamstark@60 169 * @param onsetDetectionFunction a pointer to an array containing the onset detection function
adamstark@60 170 */
adamstark@60 171 void calculateBalancedACF(double *onsetDetectionFunction);
adamstark@51 172
adamstark@61 173 /** Calculates the output of the comb filter bank */
adamstark@57 174 void calculateOutputOfCombFilterBank();
adamstark@46 175
adamstark@58 176 //=======================================================================
adamstark@58 177
adamstark@61 178 /** An OnsetDetectionFunction instance for calculating onset detection functions */
adamstark@58 179 OnsetDetectionFunction odf;
adamstark@58 180
adamstark@58 181 //=======================================================================
adamstark@46 182 // buffers
adamstark@63 183
adamstark@63 184 std::vector<double> onsetDF; /**< to hold onset detection function */
adamstark@63 185 std::vector<double> cumulativeScore; /**< to hold cumulative score */
adamstark@63 186
adamstark@58 187 double resampledOnsetDF[512]; /**< to hold resampled detection function */
adamstark@46 188
adamstark@58 189 double acf[512]; /**< to hold autocorrelation function */
adamstark@46 190
adamstark@58 191 double weightingVector[128]; /**< to hold weighting vector */
adamstark@46 192
adamstark@58 193 double combFilterBankOutput[128]; /**< to hold comb filter output */
adamstark@58 194 double tempoObservationVector[41]; /**< to hold tempo version of comb filter output */
adamstark@46 195
adamstark@58 196 double delta[41]; /**< to hold final tempo candidate array */
adamstark@58 197 double prevDelta[41]; /**< previous delta */
adamstark@58 198 double prevDeltaFixed[41]; /**< fixed tempo version of previous delta */
adamstark@46 199
adamstark@58 200 double tempoTransitionMatrix[41][41]; /**< tempo transition matrix */
adamstark@46 201
adamstark@58 202
adamstark@60 203 //=======================================================================
adamstark@56 204 // parameters
adamstark@60 205
adamstark@60 206
adamstark@60 207 double tightness; /**< the tightness of the weighting used to calculate cumulative score */
adamstark@60 208
adamstark@60 209 double alpha; /**< the mix between the current detection function sample and the cumulative score's "momentum" */
adamstark@60 210
adamstark@60 211 double beatPeriod; /**< the beat period, in detection function samples */
adamstark@60 212
adamstark@60 213 double tempo; /**< the tempo in beats per minute */
adamstark@46 214
adamstark@58 215 double estimatedTempo; /**< the current tempo estimation being used by the algorithm */
adamstark@58 216
adamstark@58 217 double latestCumulativeScoreValue; /**< holds the latest value of the cumulative score function */
adamstark@58 218
adamstark@59 219 double tempoToLagFactor; /**< factor for converting between lag and tempo */
adamstark@46 220
adamstark@59 221 int m0; /**< indicates when the next point to predict the next beat is */
adamstark@58 222
adamstark@58 223 int beatCounter; /**< keeps track of when the next beat is - will be zero when the beat is due, and is set elsewhere in the algorithm to be positive once a beat prediction is made */
adamstark@46 224
adamstark@58 225 int hopSize; /**< the hop size being used by the algorithm */
adamstark@58 226
adamstark@58 227 int onsetDFBufferSize; /**< the onset detection function buffer size */
adamstark@46 228
adamstark@58 229 bool tempoFixed; /**< indicates whether the tempo should be fixed or not */
adamstark@57 230
adamstark@58 231 bool beatDueInFrame; /**< indicates whether a beat is due in the current frame */
adamstark@46 232
adamstark@46 233 };
adamstark@46 234
adamstark@46 235 #endif