Mercurial > hg > multitrack-audio-matcher
changeset 19:1a62561bd72d
Added in tempo follower class that models the tempo of played events
| author | Andrew N Robertson <andrew.robertson@eecs.qmul.ac.uk> |
|---|---|
| date | Thu, 09 Feb 2012 18:09:34 +0000 |
| parents | 4ded82fe318d |
| children | 4f6006cac9de |
| files | MaxPatchToPlayFiles/aubioOnsetPitchSender4.maxpat src/AudioEventMatcher.cpp src/AudioEventMatcher.h src/TempoFollower.cpp src/TempoFollower.h |
| diffstat | 5 files changed, 7323 insertions(+), 5 deletions(-) [+] |
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--- a/src/AudioEventMatcher.cpp Tue Feb 07 02:37:04 2012 +0000 +++ b/src/AudioEventMatcher.cpp Thu Feb 09 18:09:34 2012 +0000 @@ -31,13 +31,17 @@ followingLiveInput = true; startedPlaying = false; + + temporal.setUpEventTimeMatrix(); } + + void AudioEventMatcher::setWindowDimensions(){ double startHeight = recordedTracks.numberOfAudioTracks * recordedTracks.trackScreenHeight; double heightAvailable = 1 - startHeight; - heightAvailable /= 3.0; + heightAvailable /= NUMBER_OF_CHANNELS; bayesPositionWindow.setToRelativeSize(0, startHeight, 1, heightAvailable); bayesLikelihoodWindow.setToRelativeSize(0, startHeight + 1*heightAvailable, 1, heightAvailable); @@ -71,6 +75,7 @@ projectedPrior = bayesianStruct.prior; startedPlaying = true; synchroniser.reset(); + temporal.reset(); //bayesianStruct.posterior.printArray(); } @@ -78,15 +83,21 @@ void AudioEventMatcher::stopPlaying(){ startedPlaying = false; + temporal.printEventTimes(); } void AudioEventMatcher::updatePosition(){ + + if (startedPlaying){ if (!followingLiveInput) recordedTracks.updatePosition(); - else if (startedPlaying) + else recordedTracks.updatePositionToMillis(currentAlignmentPosition); updateBestAlignmentPosition(); + } + + temporal.tempoPosterior.addGaussianShape(temporal.tempoPosterior.MAPestimate, temporal.tempoArraySize / 4, 0.5 ); } void AudioEventMatcher::updateBestAlignmentPosition(){ @@ -223,6 +234,8 @@ ofSetColor(255,0,0); projectedPrior.drawConstrainedVector(bayesianStruct.prior.getRealTermsAsIndex(screenStartTimeMillis), bayesianStruct.prior.getRealTermsAsIndex(screenEndTimeMillis), 0, ofGetWidth(), bayesPositionWindow); + temporal.drawTempoArray(bayesLikelihoodWindow); + } void AudioEventMatcher::newPitchEvent(const int& channel, const double& pitchIn, const double& timeIn){ @@ -306,6 +319,9 @@ recentPriors[channel] = bayesianStruct.prior; projectedPrior = bayesianStruct.prior; + + + temporal.updateTempo(channel, timeIn); } @@ -372,6 +388,8 @@ recentPriors[channel] = bayesianStruct.prior; projectedPrior = bayesianStruct.prior; + + temporal.eventTimes[channel].push_back(timeIn); }
--- a/src/AudioEventMatcher.h Tue Feb 07 02:37:04 2012 +0000 +++ b/src/AudioEventMatcher.h Thu Feb 09 18:09:34 2012 +0000 @@ -12,6 +12,7 @@ #ifndef AUDIO_EVENT_MATCHER_H #define AUDIO_EVENT_MATCHER_H +#define NUMBER_OF_CHANNELS 3 #include "ofMain.h" #include "ChromaOnset.h" @@ -21,6 +22,7 @@ #include "RecordedMultitrackAudio.h" #include "DynamicVector.h" #include "AccompanimentSynchroniser.h" +#include "TempoFollower.h" class AudioEventMatcher{ @@ -68,15 +70,15 @@ bool usingRealTime; double recentPitch, recentTime; - DynamicVector likelihoodVisualisation[3]; - DynamicVector recentPriors[3]; + DynamicVector likelihoodVisualisation[NUMBER_OF_CHANNELS]; + DynamicVector recentPriors[NUMBER_OF_CHANNELS]; //DynamicVector recentPrior; DynamicVector projectedPrior; double currentAlignmentPosition; double lastAlignmentTime; - double recentEventTime[3]; + double recentEventTime[NUMBER_OF_CHANNELS]; int startTime; int currentAlignmentTime; @@ -93,5 +95,9 @@ double pitchOfNearestMatch;//for viz purposes double distanceOfNearestMatch; + + + + TempoFollower temporal; }; #endif
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/src/TempoFollower.cpp Thu Feb 09 18:09:34 2012 +0000 @@ -0,0 +1,134 @@ +/* + * TempoFollower.cpp + * MultipleAudioMathcher + * + * Created by Andrew on 09/02/2012. + * Copyright 2012 QMUL. All rights reserved. + * + */ + +#include "TempoFollower.h" + +TempoFollower::TempoFollower(){ + maximumTempoInterval = 600; + minimumTempoInterval = 200; + tempoArraySize = maximumTempoInterval - minimumTempoInterval;; + + tempoPrior.createVector(tempoArraySize); + tempoPosterior.createVector(tempoArraySize); + tempoLikelihood.createVector(tempoArraySize); + + tempoPosterior.addConstant(1); + + tempoPrior.offset = minimumTempoInterval; + tempoPosterior.offset = minimumTempoInterval; + tempoLikelihood.offset = minimumTempoInterval; + + tempoPrior.scalar = 1; + tempoPosterior.scalar = 1; + tempoLikelihood.scalar = 1; +} + + +void TempoFollower::reset(){ + + tempoPrior.zero(); + tempoPosterior.addConstant(1); +} + + +void TempoFollower::setUpEventTimeMatrix(){ + for (int i = 0;i < NUMBER_OF_CHANNELS;i++){ + IntVector v; + eventTimes.push_back(v); + + DoubleMatrix m; + tempoIntervals.push_back(m); + } + + //[channel][index] +} + + + +void TempoFollower::printEventTimes(){ + for (int i = 0;i < NUMBER_OF_CHANNELS;i++){ + printf("CHANNEL %i EVENT TIMES...\n", i); + for (int j = 0;j < eventTimes[i].size();j++) + printf("%i\n", eventTimes[i][j]); + } +} + + +void TempoFollower::updateTempo(const int& channel, const int& timeIn){ + + eventTimes[channel].push_back(timeIn); + + int interval = 0; + int intervalLimit = 3600; + + int recentIndex = eventTimes[channel].size()-1; + + DoubleVector d; + + int recentEvent = eventTimes[channel][recentIndex]; + + for (int i = 1;i < eventTimes[channel].size() && interval < intervalLimit;i++){ + interval = eventTimes[channel][recentIndex] - eventTimes[channel][recentIndex - i]; + + if (testTempoInterval(channel, interval, d)) + printf("channel %i interval %i at division 1 == tempo update %i\n", channel, interval, interval); + + for (double divisionInEighthNotes = 2.0;divisionInEighthNotes < 9.0;divisionInEighthNotes+=2){ + + double testInterval = interval / divisionInEighthNotes; + if (testTempoInterval(channel, testInterval, d)) + printf("channel %i interval %i at division %.0f == tempo update %f\n", channel, interval, divisionInEighthNotes, testInterval); + + } + } + + (tempoIntervals[channel]).push_back(d); + updateTempoDistribution(d); + +} + + +bool TempoFollower::testTempoInterval(const int& channel, const double& testInterval, DoubleVector& d){ + + bool updated = false; + if (testInterval >= minimumTempoInterval && testInterval <= maximumTempoInterval){ + d.push_back(testInterval); + updated = true; + } + return updated; +} + +void TempoFollower::updateTempoDistribution(const DoubleVector& d){ + double tempoLikelihoodToNoiseRatio = 0.8; + tempoLikelihood.zero(); + double amount = tempoLikelihoodToNoiseRatio/d.size(); + for (int i = 0;i < d.size();i++){ + tempoLikelihood.addGaussianShapeFromRealTime(d[i], 10, amount); + } + tempoLikelihood.addConstant(0.1*(1-tempoLikelihoodToNoiseRatio)); + calculatePosterior(); + + tempoPosterior.renormalise(); + playingTempo = tempoPosterior.getIndexInRealTerms(tempoPosterior.getMAPestimate()); +} + + + +void TempoFollower::calculatePosterior(){ + tempoPrior.copyFromDynamicVector(tempoPosterior); + for (int i = 0;i < tempoArraySize;i++){ + tempoPosterior.array[i] = tempoLikelihood.array[i] * tempoPrior.array[i]; + } +} + +void TempoFollower::drawTempoArray(ofxWindowRegion& window){ + ofSetColor(150,0,250); + tempoPosterior.drawConstrainedVector(0, tempoArraySize, 0, ofGetWidth(), window); + ofDrawBitmapString("tempo "+ofToString(playingTempo), window.x+ 20, window.y + 40); +}
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/src/TempoFollower.h Thu Feb 09 18:09:34 2012 +0000 @@ -0,0 +1,55 @@ +/* + * TempoFollower.h + * MultipleAudioMathcher + * + * Created by Andrew on 09/02/2012. + * Copyright 2012 QMUL. All rights reserved. + * + */ + +#ifndef TEMPO_FOLLOWER_H +#define TEMPO_FOLLOWER_H + +#define NUMBER_OF_CHANNELS 3 + +#include "ofMain.h" +#include "DynamicVector.h" +#include "ofxWindowRegion.h" + +class TempoFollower{ + +public: + TempoFollower(); + + DynamicVector tempoPrior; + DynamicVector tempoPosterior; + DynamicVector tempoLikelihood; + int tempoArraySize; + int minimumTempoInterval, maximumTempoInterval; + + double playingTempo; + + void reset(); + + //TEMPO STUFF + + typedef std::vector<double> DoubleVector; + typedef std::vector<DoubleVector> DoubleMatrix; + typedef std::vector<DoubleMatrix> DoubleCube; + DoubleCube tempoIntervals;//channel, event index, vector of interval times + + + typedef std::vector<int> IntVector; + typedef std::vector<IntVector> IntMatrix; + IntMatrix eventTimes; + void setUpEventTimeMatrix(); + void printEventTimes(); + + void updateTempo(const int& channel, const int& timeIn); + bool testTempoInterval(const int& channel, const double& testTempoInterval, DoubleVector& d); + void updateTempoDistribution(const DoubleVector& d); + void calculatePosterior(); + void drawTempoArray(ofxWindowRegion& window); + +}; +#endif \ No newline at end of file