Mercurial > hg > cepstral-pitchtracker
changeset 3:9366c8a58778 track
Experimental tracker (on branch)
author | Chris Cannam |
---|---|
date | Mon, 25 Jun 2012 15:28:51 +0100 |
parents | 4fe18ad5a9ac |
children | c74846514b09 |
files | CepstrumPitchTracker.cpp CepstrumPitchTracker.h Makefile.inc libmain.cpp |
diffstat | 4 files changed, 553 insertions(+), 1 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CepstrumPitchTracker.cpp Mon Jun 25 15:28:51 2012 +0100 @@ -0,0 +1,463 @@ +/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */ +/* + Permission is hereby granted, free of charge, to any person + obtaining a copy of this software and associated documentation + files (the "Software"), to deal in the Software without + restriction, including without limitation the rights to use, copy, + modify, merge, publish, distribute, sublicense, and/or sell copies + of the Software, and to permit persons to whom the Software is + furnished to do so, subject to the following conditions: + + The above copyright notice and this permission notice shall be + included in all copies or substantial portions of the Software. + + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, + EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF + MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND + NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR + ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF + CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION + WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +*/ + +#include "CepstrumPitchTracker.h" + +#include <vector> +#include <algorithm> + +#include <cstdio> +#include <cmath> +#include <complex> + +using std::string; + +CepstrumPitchTracker::CepstrumPitchTracker(float inputSampleRate) : + Plugin(inputSampleRate), + m_channels(0), + m_stepSize(256), + m_blockSize(1024), + m_fmin(50), + m_fmax(1000), + m_histlen(3), + m_binFrom(0), + m_binTo(0), + m_bins(0), + m_history(0) +{ +} + +CepstrumPitchTracker::~CepstrumPitchTracker() +{ + if (m_history) { + for (int i = 0; i < m_histlen; ++i) { + delete[] m_history[i]; + } + delete[] m_history; + } +} + +string +CepstrumPitchTracker::getIdentifier() const +{ + return "cepstrum-pitch"; +} + +string +CepstrumPitchTracker::getName() const +{ + return "Cepstrum Pitch Tracker"; +} + +string +CepstrumPitchTracker::getDescription() const +{ + return "Estimate f0 of monophonic material using a cepstrum method."; +} + +string +CepstrumPitchTracker::getMaker() const +{ + return "Chris Cannam"; +} + +int +CepstrumPitchTracker::getPluginVersion() const +{ + // Increment this each time you release a version that behaves + // differently from the previous one + return 1; +} + +string +CepstrumPitchTracker::getCopyright() const +{ + return "Freely redistributable (BSD license)"; +} + +CepstrumPitchTracker::InputDomain +CepstrumPitchTracker::getInputDomain() const +{ + return FrequencyDomain; +} + +size_t +CepstrumPitchTracker::getPreferredBlockSize() const +{ + return 1024; +} + +size_t +CepstrumPitchTracker::getPreferredStepSize() const +{ + return 256; +} + +size_t +CepstrumPitchTracker::getMinChannelCount() const +{ + return 1; +} + +size_t +CepstrumPitchTracker::getMaxChannelCount() const +{ + return 1; +} + +CepstrumPitchTracker::ParameterList +CepstrumPitchTracker::getParameterDescriptors() const +{ + ParameterList list; + return list; +} + +float +CepstrumPitchTracker::getParameter(string identifier) const +{ + return 0.f; +} + +void +CepstrumPitchTracker::setParameter(string identifier, float value) +{ +} + +CepstrumPitchTracker::ProgramList +CepstrumPitchTracker::getPrograms() const +{ + ProgramList list; + return list; +} + +string +CepstrumPitchTracker::getCurrentProgram() const +{ + return ""; // no programs +} + +void +CepstrumPitchTracker::selectProgram(string name) +{ +} + +CepstrumPitchTracker::OutputList +CepstrumPitchTracker::getOutputDescriptors() const +{ + OutputList outputs; + + int n = 0; + + OutputDescriptor d; + + d.identifier = "f0"; + d.name = "Estimated f0"; + d.description = "Estimated fundamental frequency"; + d.unit = "Hz"; + d.hasFixedBinCount = true; + d.binCount = 1; + d.hasKnownExtents = true; + d.minValue = m_fmin; + d.maxValue = m_fmax; + d.isQuantized = false; + d.sampleType = OutputDescriptor::FixedSampleRate; + d.sampleRate = (m_inputSampleRate / m_stepSize); + d.hasDuration = false; + outputs.push_back(d); + + return outputs; +} + +bool +CepstrumPitchTracker::initialise(size_t channels, size_t stepSize, size_t blockSize) +{ + if (channels < getMinChannelCount() || + channels > getMaxChannelCount()) return false; + +// std::cerr << "CepstrumPitchTracker::initialise: channels = " << channels +// << ", stepSize = " << stepSize << ", blockSize = " << blockSize +// << std::endl; + + m_channels = channels; + m_stepSize = stepSize; + m_blockSize = blockSize; + + m_binFrom = int(m_inputSampleRate / m_fmax); + m_binTo = int(m_inputSampleRate / m_fmin); + + if (m_binTo >= (int)m_blockSize / 2) { + m_binTo = m_blockSize / 2 - 1; + } + + m_bins = (m_binTo - m_binFrom) + 1; + + m_history = new double *[m_histlen]; + for (int i = 0; i < m_histlen; ++i) { + m_history[i] = new double[m_bins]; + } + + reset(); + + return true; +} + +void +CepstrumPitchTracker::reset() +{ + for (int i = 0; i < m_histlen; ++i) { + for (int j = 0; j < m_bins; ++j) { + m_history[i][j] = 0.0; + } + } +} + +void +CepstrumPitchTracker::filter(const double *cep, double *result) +{ + int hix = m_histlen - 1; // current history index + + // roll back the history + if (m_histlen > 1) { + double *oldest = m_history[0]; + for (int i = 1; i < m_histlen; ++i) { + m_history[i-1] = m_history[i]; + } + // and stick this back in the newest spot, to recycle + m_history[hix] = oldest; + } + + for (int i = 0; i < m_bins; ++i) { + m_history[hix][i] = cep[i + m_binFrom]; + } + + for (int i = 0; i < m_bins; ++i) { + double mean = 0.0; + for (int j = 0; j < m_histlen; ++j) { + mean += m_history[j][i]; + } + mean /= m_histlen; + result[i] = mean; + } +} + +CepstrumPitchTracker::FeatureSet +CepstrumPitchTracker::process(const float *const *inputBuffers, Vamp::RealTime timestamp) +{ + FeatureSet fs; + + int bs = m_blockSize; + int hs = m_blockSize/2 + 1; + + double *rawcep = new double[bs]; + double *io = new double[bs]; + double *logmag = new double[bs]; + + // The "forward difference" method + + for (int i = 0; i < hs; ++i) { + + double power = + inputBuffers[0][i*2 ] * inputBuffers[0][i*2 ] + + inputBuffers[0][i*2+1] * inputBuffers[0][i*2+1]; + double mag = sqrt(power); + + double lm = log(mag + 0.00000001); + + logmag[bs/2 + i - 1] = lm; + if (i < hs-1) { + logmag[bs/2 - i - 1] = lm; + } + } + + fft(bs, false, logmag, 0, rawcep, io); + + for (int i = 0; i < hs; ++i) { + rawcep[i] = fabs(io[i]) - fabs(rawcep[i]); + } + + delete[] logmag; + delete[] io; + + int n = m_bins; + double *data = new double[n]; + filter(rawcep, data); + delete[] rawcep; + + double maxval = 0.0; + int maxbin = 0; + double abstot = 0.0; + + for (int i = 0; i < n; ++i) { + if (data[i] > maxval) { + maxval = data[i]; + maxbin = i; + } + abstot += fabs(data[i]); + } + + double aroundPeak = 0.0; + double peakProportion = 0.0; + if (maxval > 0.0) { + aroundPeak += fabs(maxval); + int i = maxbin - 1; + while (i > 0 && data[i] <= data[i+1]) { + aroundPeak += fabs(data[i]); + --i; + } + i = maxbin + 1; + while (i < n && data[i] <= data[i-1]) { + aroundPeak += fabs(data[i]); + ++i; + } + } + peakProportion = aroundPeak / abstot; + +// std::cerr << "peakProportion = " << peakProportion << std::endl; +// std::cerr << "peak = " << m_inputSampleRate / (maxbin + m_binFrom) << std::endl; + + if (peakProportion >= 0.03) { + Feature f; + f.hasTimestamp = true; + f.timestamp = timestamp; + f.values.push_back(m_inputSampleRate / (maxbin + m_binFrom)); + fs[0].push_back(f); + } + + delete[] data; + return fs; +} + +CepstrumPitchTracker::FeatureSet +CepstrumPitchTracker::getRemainingFeatures() +{ + FeatureSet fs; + return fs; +} + +void +CepstrumPitchTracker::fft(unsigned int n, bool inverse, + double *ri, double *ii, double *ro, double *io) +{ + if (!ri || !ro || !io) return; + + unsigned int bits; + unsigned int i, j, k, m; + unsigned int blockSize, blockEnd; + + double tr, ti; + + if (n < 2) return; + if (n & (n-1)) return; + + double angle = 2.0 * M_PI; + if (inverse) angle = -angle; + + for (i = 0; ; ++i) { + if (n & (1 << i)) { + bits = i; + break; + } + } + + static unsigned int tableSize = 0; + static int *table = 0; + + if (tableSize != n) { + + delete[] table; + + table = new int[n]; + + for (i = 0; i < n; ++i) { + + m = i; + + for (j = k = 0; j < bits; ++j) { + k = (k << 1) | (m & 1); + m >>= 1; + } + + table[i] = k; + } + + tableSize = n; + } + + if (ii) { + for (i = 0; i < n; ++i) { + ro[table[i]] = ri[i]; + io[table[i]] = ii[i]; + } + } else { + for (i = 0; i < n; ++i) { + ro[table[i]] = ri[i]; + io[table[i]] = 0.0; + } + } + + blockEnd = 1; + + for (blockSize = 2; blockSize <= n; blockSize <<= 1) { + + double delta = angle / (double)blockSize; + double sm2 = -sin(-2 * delta); + double sm1 = -sin(-delta); + double cm2 = cos(-2 * delta); + double cm1 = cos(-delta); + double w = 2 * cm1; + double ar[3], ai[3]; + + for (i = 0; i < n; i += blockSize) { + + ar[2] = cm2; + ar[1] = cm1; + + ai[2] = sm2; + ai[1] = sm1; + + for (j = i, m = 0; m < blockEnd; j++, m++) { + + ar[0] = w * ar[1] - ar[2]; + ar[2] = ar[1]; + ar[1] = ar[0]; + + ai[0] = w * ai[1] - ai[2]; + ai[2] = ai[1]; + ai[1] = ai[0]; + + k = j + blockEnd; + tr = ar[0] * ro[k] - ai[0] * io[k]; + ti = ar[0] * io[k] + ai[0] * ro[k]; + + ro[k] = ro[j] - tr; + io[k] = io[j] - ti; + + ro[j] += tr; + io[j] += ti; + } + } + + blockEnd = blockSize; + } +} + +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/CepstrumPitchTracker.h Mon Jun 25 15:28:51 2012 +0100 @@ -0,0 +1,84 @@ +/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */ +/* + Permission is hereby granted, free of charge, to any person + obtaining a copy of this software and associated documentation + files (the "Software"), to deal in the Software without + restriction, including without limitation the rights to use, copy, + modify, merge, publish, distribute, sublicense, and/or sell copies + of the Software, and to permit persons to whom the Software is + furnished to do so, subject to the following conditions: + + The above copyright notice and this permission notice shall be + included in all copies or substantial portions of the Software. + + THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, + EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF + MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND + NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR + ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF + CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION + WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +*/ + +#ifndef _CEPSTRUM_PITCH_H_ +#define _CEPSTRUM_PITCH_H_ + +#include <vamp-sdk/Plugin.h> + +class CepstrumPitchTracker : public Vamp::Plugin +{ +public: + CepstrumPitchTracker(float inputSampleRate); + virtual ~CepstrumPitchTracker(); + + std::string getIdentifier() const; + std::string getName() const; + std::string getDescription() const; + std::string getMaker() const; + int getPluginVersion() const; + std::string getCopyright() const; + + InputDomain getInputDomain() const; + size_t getPreferredBlockSize() const; + size_t getPreferredStepSize() const; + size_t getMinChannelCount() const; + size_t getMaxChannelCount() const; + + ParameterList getParameterDescriptors() const; + float getParameter(std::string identifier) const; + void setParameter(std::string identifier, float value); + + ProgramList getPrograms() const; + std::string getCurrentProgram() const; + void selectProgram(std::string name); + + OutputList getOutputDescriptors() const; + + bool initialise(size_t channels, size_t stepSize, size_t blockSize); + void reset(); + + FeatureSet process(const float *const *inputBuffers, + Vamp::RealTime timestamp); + + FeatureSet getRemainingFeatures(); + +protected: + size_t m_channels; + size_t m_stepSize; + size_t m_blockSize; + float m_fmin; + float m_fmax; + int m_histlen; + + int m_binFrom; + int m_binTo; + int m_bins; // count of "interesting" bins, those returned in m_cepOutput + + double **m_history; + + void filter(const double *in, double *out); + void fft(unsigned int n, bool inverse, + double *ri, double *ii, double *ro, double *io); +}; + +#endif
--- a/Makefile.inc Mon Jun 25 13:39:46 2012 +0100 +++ b/Makefile.inc Mon Jun 25 15:28:51 2012 +0100 @@ -8,9 +8,11 @@ CXXFLAGS := $(CXXFLAGS) LDFLAGS := $(LDFLAGS) -HEADERS := SimpleCepstrum.h +HEADERS := SimpleCepstrum.h \ + CepstrumPitchTracker.h SOURCES := SimpleCepstrum.cpp \ + CepstrumPitchTracker.cpp \ libmain.cpp OBJECTS := $(SOURCES:.cpp=.o)
--- a/libmain.cpp Mon Jun 25 13:39:46 2012 +0100 +++ b/libmain.cpp Mon Jun 25 15:28:51 2012 +0100 @@ -4,8 +4,10 @@ #include <vamp-sdk/PluginAdapter.h> #include "SimpleCepstrum.h" +#include "CepstrumPitchTracker.h" static Vamp::PluginAdapter<SimpleCepstrum> cepPluginAdapter; +static Vamp::PluginAdapter<CepstrumPitchTracker> cepitchPluginAdapter; const VampPluginDescriptor * vampGetPluginDescriptor(unsigned int version, unsigned int index) @@ -14,6 +16,7 @@ switch (index) { case 0: return cepPluginAdapter.getDescriptor(); + case 1: return cepitchPluginAdapter.getDescriptor(); default: return 0; } }