adamstark@5: //=======================================================================
adamstark@5: /** @file BTrack.h
adamstark@6: * @brief BTrack - a real-time beat tracker
adamstark@5: * @author Adam Stark
adamstark@5: * @copyright Copyright (C) 2008-2014 Queen Mary University of London
adamstark@5: *
adamstark@5: * This program is free software: you can redistribute it and/or modify
adamstark@5: * it under the terms of the GNU General Public License as published by
adamstark@5: * the Free Software Foundation, either version 3 of the License, or
adamstark@5: * (at your option) any later version.
adamstark@5: *
adamstark@5: * This program is distributed in the hope that it will be useful,
adamstark@5: * but WITHOUT ANY WARRANTY; without even the implied warranty of
adamstark@5: * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
adamstark@5: * GNU General Public License for more details.
adamstark@5: *
adamstark@5: * You should have received a copy of the GNU General Public License
adamstark@5: * along with this program. If not, see .
adamstark@5: */
adamstark@5: //=======================================================================
adamstark@5:
adamstark@5: #ifndef __BTRACK_H
adamstark@5: #define __BTRACK_H
adamstark@5:
adamstark@18: #include "OnsetDetectionFunction.h"
adamstark@26: #include
adamstark@18:
adamstark@23: //=======================================================================
adamstark@23: /** The main beat tracking class and the interface to the BTrack
adamstark@23: * beat tracking algorithm. The algorithm can process either
adamstark@23: * audio frames or onset detection function samples and also
adamstark@23: * contains some static functions for calculating beat times in seconds
adamstark@23: */
adamstark@5: class BTrack {
adamstark@5:
adamstark@5: public:
adamstark@14:
adamstark@21: //=======================================================================
adamstark@24: /** Constructor assuming hop size of 512 and frame size of 1024 */
adamstark@19: BTrack();
adamstark@14:
adamstark@24: /** Constructor assuming frame size will be double the hopSize
adamstark@23: * @param hopSize the hop size in audio samples
adamstark@18: */
adamstark@20: BTrack(int hopSize_);
adamstark@18:
adamstark@24: /** Constructor taking both hopSize and frameSize
adamstark@23: * @param hopSize the hop size in audio samples
adamstark@23: * @param frameSize the frame size in audio samples
adamstark@18: */
adamstark@20: BTrack(int hopSize_,int frameSize_);
adamstark@18:
adamstark@21: //=======================================================================
adamstark@28: /** Updates the hop and frame size used by the beat tracker
adamstark@28: * @param hopSize the hop size in audio samples
adamstark@28: * @param frameSize the frame size in audio samples
adamstark@28: */
adamstark@28: void updateHopAndFrameSize(int hopSize_,int frameSize_);
adamstark@28:
adamstark@28: //=======================================================================
adamstark@23: /** Process a single audio frame
adamstark@23: * @param frame a pointer to an array containing an audio frame. The number of samples should
adamstark@23: * match the frame size that the algorithm was initialised with.
adamstark@23: */
adamstark@19: void processAudioFrame(double *frame);
adamstark@18:
adamstark@23: /** Add new onset detection function sample to buffer and apply beat tracking
adamstark@23: * @param sample an onset detection function sample
adamstark@23: */
adamstark@19: void processOnsetDetectionFunctionSample(double sample);
adamstark@14:
adamstark@21: //=======================================================================
adamstark@20: /** @returns the current hop size being used by the beat tracker */
adamstark@20: int getHopSize();
adamstark@20:
adamstark@21: /** @returns true if a beat should occur in the current audio frame */
adamstark@21: bool beatDueInCurrentFrame();
adamstark@21:
adamstark@21: /** @returns the current tempo estimate being used by the beat tracker */
adamstark@21: double getCurrentTempoEstimate();
adamstark@21:
adamstark@21: /** @returns the most recent value of the cumulative score function */
adamstark@21: double getLatestCumulativeScoreValue();
adamstark@21:
adamstark@21: //=======================================================================
adamstark@23: /** Set the tempo of the beat tracker
adamstark@23: * @param tempo the tempo in beats per minute (bpm)
adamstark@23: */
adamstark@20: void setTempo(double tempo);
adamstark@14:
adamstark@24: /** Fix tempo to roughly around some value, so that the algorithm will only try to track
adamstark@23: * tempi around the given tempo
adamstark@23: * @param tempo the tempo in beats per minute (bpm)
adamstark@23: */
adamstark@20: void fixTempo(double tempo);
adamstark@14:
adamstark@24: /** Tell the algorithm to not fix the tempo anymore */
adamstark@20: void doNotFixTempo();
adamstark@18:
adamstark@21: //=======================================================================
adamstark@24: /** Calculates a beat time in seconds, given the frame number, hop size and sampling frequency.
adamstark@23: * This version uses a long to represent the frame number
adamstark@23: * @param frameNumber the index of the current frame
adamstark@23: * @param hopSize the hop size in audio samples
adamstark@23: * @param fs the sampling frequency in Hz
adamstark@23: * @returns a beat time in seconds
adamstark@23: */
adamstark@18: static double getBeatTimeInSeconds(long frameNumber,int hopSize,int fs);
adamstark@18:
adamstark@24: /** Calculates a beat time in seconds, given the frame number, hop size and sampling frequency.
adamstark@23: * This version uses an int to represent the frame number
adamstark@23: * @param frameNumber the index of the current frame
adamstark@23: * @param hopSize the hop size in audio samples
adamstark@23: * @param fs the sampling frequency in Hz
adamstark@23: * @returns a beat time in seconds
adamstark@23: */
adamstark@18: static double getBeatTimeInSeconds(int frameNumber,int hopSize,int fs);
adamstark@18:
adamstark@21:
adamstark@5: private:
adamstark@14:
adamstark@23: /** Initialises the algorithm, setting internal parameters and creating weighting vectors
adamstark@23: * @param hopSize_ the hop size in audio samples
adamstark@23: * @param frameSize_ the frame size in audio samples
adamstark@23: */
adamstark@20: void initialise(int hopSize_,int frameSize_);
adamstark@19:
adamstark@23: /** Initialise with hop size and set all array sizes accordingly
adamstark@23: * @param hopSize_ the hop size in audio samples
adamstark@23: */
adamstark@20: void setHopSize(int hopSize_);
adamstark@19:
adamstark@23: /** Resamples the onset detection function from an arbitrary number of samples to 512 */
adamstark@20: void resampleOnsetDetectionFunction();
adamstark@14:
adamstark@23: /** Updates the cumulative score function with a new onset detection function sample
adamstark@23: * @param odfSample an onset detection function sample
adamstark@23: */
adamstark@22: void updateCumulativeScore(double odfSample);
adamstark@14:
adamstark@24: /** Predicts the next beat, based upon the internal program state */
adamstark@20: void predictBeat();
adamstark@14:
adamstark@14: /** Calculates the current tempo expressed as the beat period in detection function samples */
adamstark@20: void calculateTempo();
adamstark@14:
adamstark@24: /** Calculates an adaptive threshold which is used to remove low level energy from detection
adamstark@14: * function and emphasise peaks
adamstark@23: * @param x a pointer to an array containing onset detection function samples
adamstark@23: * @param N the length of the array, x
adamstark@14: */
adamstark@20: void adaptiveThreshold(double *x,int N);
adamstark@14:
adamstark@24: /** Calculates the mean of values in an array between index locations [startIndex,endIndex]
adamstark@23: * @param array a pointer to an array that contains the values we wish to find the mean from
adamstark@23: * @param startIndex the start index from which we would like to calculate the mean
adamstark@23: * @param endIndex the final index to which we would like to calculate the mean
adamstark@23: * @returns the mean of the sub-section of the array
adamstark@23: */
adamstark@22: double calculateMeanOfArray(double *array,int startIndex,int endIndex);
adamstark@14:
adamstark@24: /** Normalises a given array
adamstark@23: * @param array a pointer to the array we wish to normalise
adamstark@23: * @param N the length of the array
adamstark@23: */
adamstark@20: void normaliseArray(double *array,int N);
adamstark@14:
adamstark@24: /** Calculates the balanced autocorrelation of the smoothed onset detection function
adamstark@23: * @param onsetDetectionFunction a pointer to an array containing the onset detection function
adamstark@23: */
adamstark@23: void calculateBalancedACF(double *onsetDetectionFunction);
adamstark@14:
adamstark@24: /** Calculates the output of the comb filter bank */
adamstark@20: void calculateOutputOfCombFilterBank();
adamstark@5:
adamstark@21: //=======================================================================
adamstark@21:
adamstark@24: /** An OnsetDetectionFunction instance for calculating onset detection functions */
adamstark@21: OnsetDetectionFunction odf;
adamstark@21:
adamstark@21: //=======================================================================
adamstark@5: // buffers
adamstark@26:
adamstark@26: std::vector onsetDF; /**< to hold onset detection function */
adamstark@26: std::vector cumulativeScore; /**< to hold cumulative score */
adamstark@26:
adamstark@21: double resampledOnsetDF[512]; /**< to hold resampled detection function */
adamstark@5:
adamstark@21: double acf[512]; /**< to hold autocorrelation function */
adamstark@5:
adamstark@21: double weightingVector[128]; /**< to hold weighting vector */
adamstark@5:
adamstark@21: double combFilterBankOutput[128]; /**< to hold comb filter output */
adamstark@21: double tempoObservationVector[41]; /**< to hold tempo version of comb filter output */
adamstark@5:
adamstark@21: double delta[41]; /**< to hold final tempo candidate array */
adamstark@21: double prevDelta[41]; /**< previous delta */
adamstark@21: double prevDeltaFixed[41]; /**< fixed tempo version of previous delta */
adamstark@5:
adamstark@21: double tempoTransitionMatrix[41][41]; /**< tempo transition matrix */
adamstark@5:
adamstark@21:
adamstark@23: //=======================================================================
adamstark@19: // parameters
adamstark@23:
adamstark@23:
adamstark@23: double tightness; /**< the tightness of the weighting used to calculate cumulative score */
adamstark@23:
adamstark@23: double alpha; /**< the mix between the current detection function sample and the cumulative score's "momentum" */
adamstark@23:
adamstark@23: double beatPeriod; /**< the beat period, in detection function samples */
adamstark@23:
adamstark@23: double tempo; /**< the tempo in beats per minute */
adamstark@5:
adamstark@21: double estimatedTempo; /**< the current tempo estimation being used by the algorithm */
adamstark@21:
adamstark@21: double latestCumulativeScoreValue; /**< holds the latest value of the cumulative score function */
adamstark@21:
adamstark@22: double tempoToLagFactor; /**< factor for converting between lag and tempo */
adamstark@5:
adamstark@22: int m0; /**< indicates when the next point to predict the next beat is */
adamstark@21:
adamstark@21: 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@5:
adamstark@21: int hopSize; /**< the hop size being used by the algorithm */
adamstark@21:
adamstark@21: int onsetDFBufferSize; /**< the onset detection function buffer size */
adamstark@5:
adamstark@21: bool tempoFixed; /**< indicates whether the tempo should be fixed or not */
adamstark@20:
adamstark@21: bool beatDueInFrame; /**< indicates whether a beat is due in the current frame */
adamstark@5:
adamstark@5: };
adamstark@5:
adamstark@5: #endif