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authorPaul Davis <paul@linuxaudiosystems.com>2011-03-02 12:37:39 +0000
committerPaul Davis <paul@linuxaudiosystems.com>2011-03-02 12:37:39 +0000
commit3deba1921bcf5bddd8bea9846a203c92b6c9239d (patch)
tree8b2e00405337396918ff28e282df14e958b84bb9 /libs/qm-dsp/dsp/onsets/DetectionFunction.cpp
parentfa41cfef580b2c8c04adec5b47d6cfa415ca6251 (diff)
add queen mary DSP library
git-svn-id: svn://localhost/ardour2/branches/3.0@9029 d708f5d6-7413-0410-9779-e7cbd77b26cf
Diffstat (limited to 'libs/qm-dsp/dsp/onsets/DetectionFunction.cpp')
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diff --git a/libs/qm-dsp/dsp/onsets/DetectionFunction.cpp b/libs/qm-dsp/dsp/onsets/DetectionFunction.cpp
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+/* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
+
+/*
+ QM DSP Library
+
+ Centre for Digital Music, Queen Mary, University of London.
+ This file 2005-2006 Christian Landone.
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU General Public License as
+ published by the Free Software Foundation; either version 2 of the
+ License, or (at your option) any later version. See the file
+ COPYING included with this distribution for more information.
+*/
+
+#include "DetectionFunction.h"
+#include <cstring>
+
+//////////////////////////////////////////////////////////////////////
+// Construction/Destruction
+//////////////////////////////////////////////////////////////////////
+
+DetectionFunction::DetectionFunction( DFConfig Config ) :
+ m_window(0)
+{
+ m_magHistory = NULL;
+ m_phaseHistory = NULL;
+ m_phaseHistoryOld = NULL;
+ m_magPeaks = NULL;
+
+ initialise( Config );
+}
+
+DetectionFunction::~DetectionFunction()
+{
+ deInitialise();
+}
+
+
+void DetectionFunction::initialise( DFConfig Config )
+{
+ m_dataLength = Config.frameLength;
+ m_halfLength = m_dataLength/2;
+
+ m_DFType = Config.DFType;
+ m_stepSize = Config.stepSize;
+
+ m_whiten = Config.adaptiveWhitening;
+ m_whitenRelaxCoeff = Config.whiteningRelaxCoeff;
+ m_whitenFloor = Config.whiteningFloor;
+ if (m_whitenRelaxCoeff < 0) m_whitenRelaxCoeff = 0.9997;
+ if (m_whitenFloor < 0) m_whitenFloor = 0.01;
+
+ m_magHistory = new double[ m_halfLength ];
+ memset(m_magHistory,0, m_halfLength*sizeof(double));
+
+ m_phaseHistory = new double[ m_halfLength ];
+ memset(m_phaseHistory,0, m_halfLength*sizeof(double));
+
+ m_phaseHistoryOld = new double[ m_halfLength ];
+ memset(m_phaseHistoryOld,0, m_halfLength*sizeof(double));
+
+ m_magPeaks = new double[ m_halfLength ];
+ memset(m_magPeaks,0, m_halfLength*sizeof(double));
+
+ // See note in process(const double *) below
+ int actualLength = MathUtilities::previousPowerOfTwo(m_dataLength);
+ m_phaseVoc = new PhaseVocoder(actualLength);
+
+ m_DFWindowedFrame = new double[ m_dataLength ];
+ m_magnitude = new double[ m_halfLength ];
+ m_thetaAngle = new double[ m_halfLength ];
+
+ m_window = new Window<double>(HanningWindow, m_dataLength);
+}
+
+void DetectionFunction::deInitialise()
+{
+ delete [] m_magHistory ;
+ delete [] m_phaseHistory ;
+ delete [] m_phaseHistoryOld ;
+ delete [] m_magPeaks ;
+
+ delete m_phaseVoc;
+
+ delete [] m_DFWindowedFrame;
+ delete [] m_magnitude;
+ delete [] m_thetaAngle;
+
+ delete m_window;
+}
+
+double DetectionFunction::process( const double *TDomain )
+{
+ m_window->cut( TDomain, m_DFWindowedFrame );
+
+ // Our own FFT implementation supports power-of-two sizes only.
+ // If we have to use this implementation (as opposed to the
+ // version of process() below that operates on frequency domain
+ // data directly), we will have to use the next smallest power of
+ // two from the block size. Results may vary accordingly!
+
+ int actualLength = MathUtilities::previousPowerOfTwo(m_dataLength);
+
+ if (actualLength != m_dataLength) {
+ // Pre-fill mag and phase vectors with zero, as the FFT output
+ // will not fill the arrays
+ for (int i = actualLength/2; i < m_dataLength/2; ++i) {
+ m_magnitude[i] = 0;
+ m_thetaAngle[0] = 0;
+ }
+ }
+
+ m_phaseVoc->process(m_DFWindowedFrame, m_magnitude, m_thetaAngle);
+
+ if (m_whiten) whiten();
+
+ return runDF();
+}
+
+double DetectionFunction::process( const double *magnitudes, const double *phases )
+{
+ for (size_t i = 0; i < m_halfLength; ++i) {
+ m_magnitude[i] = magnitudes[i];
+ m_thetaAngle[i] = phases[i];
+ }
+
+ if (m_whiten) whiten();
+
+ return runDF();
+}
+
+void DetectionFunction::whiten()
+{
+ for (unsigned int i = 0; i < m_halfLength; ++i) {
+ double m = m_magnitude[i];
+ if (m < m_magPeaks[i]) {
+ m = m + (m_magPeaks[i] - m) * m_whitenRelaxCoeff;
+ }
+ if (m < m_whitenFloor) m = m_whitenFloor;
+ m_magPeaks[i] = m;
+ m_magnitude[i] /= m;
+ }
+}
+
+double DetectionFunction::runDF()
+{
+ double retVal = 0;
+
+ switch( m_DFType )
+ {
+ case DF_HFC:
+ retVal = HFC( m_halfLength, m_magnitude);
+ break;
+
+ case DF_SPECDIFF:
+ retVal = specDiff( m_halfLength, m_magnitude);
+ break;
+
+ case DF_PHASEDEV:
+ retVal = phaseDev( m_halfLength, m_thetaAngle);
+ break;
+
+ case DF_COMPLEXSD:
+ retVal = complexSD( m_halfLength, m_magnitude, m_thetaAngle);
+ break;
+
+ case DF_BROADBAND:
+ retVal = broadband( m_halfLength, m_magnitude);
+ break;
+ }
+
+ return retVal;
+}
+
+double DetectionFunction::HFC(unsigned int length, double *src)
+{
+ unsigned int i;
+ double val = 0;
+
+ for( i = 0; i < length; i++)
+ {
+ val += src[ i ] * ( i + 1);
+ }
+ return val;
+}
+
+double DetectionFunction::specDiff(unsigned int length, double *src)
+{
+ unsigned int i;
+ double val = 0.0;
+ double temp = 0.0;
+ double diff = 0.0;
+
+ for( i = 0; i < length; i++)
+ {
+ temp = fabs( (src[ i ] * src[ i ]) - (m_magHistory[ i ] * m_magHistory[ i ]) );
+
+ diff= sqrt(temp);
+
+ // (See note in phaseDev below.)
+
+ val += diff;
+
+ m_magHistory[ i ] = src[ i ];
+ }
+
+ return val;
+}
+
+
+double DetectionFunction::phaseDev(unsigned int length, double *srcPhase)
+{
+ unsigned int i;
+ double tmpPhase = 0;
+ double tmpVal = 0;
+ double val = 0;
+
+ double dev = 0;
+
+ for( i = 0; i < length; i++)
+ {
+ tmpPhase = (srcPhase[ i ]- 2*m_phaseHistory[ i ]+m_phaseHistoryOld[ i ]);
+ dev = MathUtilities::princarg( tmpPhase );
+
+ // A previous version of this code only counted the value here
+ // if the magnitude exceeded 0.1. My impression is that
+ // doesn't greatly improve the results for "loud" music (so
+ // long as the peak picker is reasonably sophisticated), but
+ // does significantly damage its ability to work with quieter
+ // music, so I'm removing it and counting the result always.
+ // Same goes for the spectral difference measure above.
+
+ tmpVal = fabs(dev);
+ val += tmpVal ;
+
+ m_phaseHistoryOld[ i ] = m_phaseHistory[ i ] ;
+ m_phaseHistory[ i ] = srcPhase[ i ];
+ }
+
+
+ return val;
+}
+
+
+double DetectionFunction::complexSD(unsigned int length, double *srcMagnitude, double *srcPhase)
+{
+ unsigned int i;
+ double val = 0;
+ double tmpPhase = 0;
+ double tmpReal = 0;
+ double tmpImag = 0;
+
+ double dev = 0;
+ ComplexData meas = ComplexData( 0, 0 );
+ ComplexData j = ComplexData( 0, 1 );
+
+ for( i = 0; i < length; i++)
+ {
+ tmpPhase = (srcPhase[ i ]- 2*m_phaseHistory[ i ]+m_phaseHistoryOld[ i ]);
+ dev= MathUtilities::princarg( tmpPhase );
+
+ meas = m_magHistory[i] - ( srcMagnitude[ i ] * exp( j * dev) );
+
+ tmpReal = real( meas );
+ tmpImag = imag( meas );
+
+ val += sqrt( (tmpReal * tmpReal) + (tmpImag * tmpImag) );
+
+ m_phaseHistoryOld[ i ] = m_phaseHistory[ i ] ;
+ m_phaseHistory[ i ] = srcPhase[ i ];
+ m_magHistory[ i ] = srcMagnitude[ i ];
+ }
+
+ return val;
+}
+
+double DetectionFunction::broadband(unsigned int length, double *src)
+{
+ double val = 0;
+ for (unsigned int i = 0; i < length; ++i) {
+ double sqrmag = src[i] * src[i];
+ if (m_magHistory[i] > 0.0) {
+ double diff = 10.0 * log10(sqrmag / m_magHistory[i]);
+ if (diff > m_dbRise) val = val + 1;
+ }
+ m_magHistory[i] = sqrmag;
+ }
+ return val;
+}
+
+double* DetectionFunction::getSpectrumMagnitude()
+{
+ return m_magnitude;
+}
+