void
TranscriberExtract::getAllFromAudio(const std::string audioFilename, realvec&
pitchList, realvec& ampList,
realvec& boundaries)
{
MarSystem* pitchSink = mng.create("RealvecSink", "pitchSink");
MarSystem* ampSink = mng.create("RealvecSink", "ampSink");
MarSystem* pnet = mng.create("Series", "pnet");
mrs_real srate = addFileSource(pnet, audioFilename);
// TODO: double the number of observations?
// pnet->updControl("SoundFileSource/src/mrs_natural/inSamples",256);
// pnet->addMarSystem(mng.create("ShiftInput", "shift"));
// pnet->updControl("ShiftInput/shift/mrs_natural/winSize",512);
MarSystem* fanout = mng.create("Fanout", "fanout");
fanout->addMarSystem(makePitchNet(srate, 100.0, pitchSink));
fanout->addMarSystem(makeAmplitudeNet(ampSink));
pnet->addMarSystem(fanout);
while ( pnet->getctrl("mrs_bool/hasData")->to<mrs_bool>() )
pnet->tick();
pitchList = getPitchesFromRealvecSink(pitchSink, srate);
ampList = getAmpsFromRealvecSink(ampSink);
boundaries.create(2);
boundaries(0) = 0;
boundaries(1) = pitchList.getSize();
delete pnet;
}
void
HWPS::discretize(const realvec& peakSetWrapFreqs, const realvec& peakAmps,
const mrs_natural& histSize, realvec& resultHistogram)
{
mrs_natural index;
resultHistogram.create(histSize);
for (mrs_natural i=0 ; i<peakSetWrapFreqs.getSize() ; ++i)
{
index = (mrs_natural) fmod(floor(peakSetWrapFreqs(i)*histSize+.5), histSize);
resultHistogram(index) += peakAmps(i);
}
}
/**
* Function: recvUDP
* Description: Receive a vector from a peer on a UDP socket connection.
*/
int NetworkSocket::recvUDP ( realvec& out ) {
int status = 0;
// assume a size 512 vector
mrs_natural inSamples = getctrl("mrs_natural/inSamples")->to<mrs_natural>();
mrs_natural inObservations = getctrl("mrs_natural/inObservations")->to<mrs_natural>();
mrs_real* buffer = new mrs_real[(inSamples*inObservations)+3];
int cliLen = sizeof(cliAddr);
#ifndef MARSYAS_CYGWIN
status = ::recvfrom(s_sock, buffer, sizeof(mrs_real) *
((inSamples*inObservations)+3), MSG_WAITALL,
(struct sockaddr *) &cliAddr, (socklen_t *)&cliLen);
#else
status = ::recvfrom(s_sock, buffer, sizeof(mrs_real) *
((inSamples*inObservations)+3), MSG_NOSIGNAL,
(struct sockaddr *) &cliAddr, (socklen_t *)&cliLen);
#endif
if ( status <= 0 ) {
MRSERR("Could not receive UDP data...");
return 0;
} else {
updctrl("mrs_natural/inSamples", (mrs_natural) buffer[0]);
updctrl("mrs_natural/inObservations",(mrs_natural) buffer[1]);
updctrl("mrs_real/israte", buffer[2]);
}
// process the data to an output vector...
out.create( inObservations, inSamples );
mrs_real* data = out.getData();
int i;
for ( i = 0; i < 512; i++ ) {
// *( data + i ) = buffer[i+3];
}
// delete [] buffer;
return status;
}
/**
* Function: recvTCP
* Description: Receive a vector from a peer on a TCP socket connection.
*/
int NetworkSocket::recvTCP ( realvec& out )
{
// create our slice with updated controls
mrs_natural inSamples = getctrl("mrs_natural/inSamples")->to<mrs_natural>();
mrs_natural inObservations = getctrl("mrs_natural/inObservations")->to<mrs_natural>();
out.create(inObservations, inSamples);
mrs_real* data = out.getData();
#ifndef MARSYAS_CYGWIN
return ::recv ( client_d, data, sizeof(mrs_real)*(inObservations*inSamples),
MSG_WAITALL );
#else
return ::recv ( client_d, data, sizeof(mrs_real)*(inObservations*inSamples),
MSG_NOSIGNAL);
#endif
}
void
peakView::toTable(realvec& vecTable)
{
//resize and initialize the table (assuming the largest possible number of peaks + the header for now...)
vecTable.create(frameMaxNumPeaks_*numFrames_+1, nbPkParameters);
//In Table format, the 1st row is a "header row"
vecTable(0, 0) = -1;
vecTable(0, 1) = fs_;
vecTable(0, 2) = frameSize_;
vecTable(0, 3) = frameMaxNumPeaks_;
vecTable(0, 4) = numFrames_;
vecTable(0, 5) = -1;
vecTable(0, pkGroup) = -2;
for (mrs_natural i = pkGroup+1 ; i < nbPkParameters ; ++i) //i = pkGroup or i = pkGroup+1 [?]
vecTable(0, i)=0;
//fill the table with peak data
mrs_natural l = 1; //l = peak index for table format (i.e. row index)
for (mrs_natural j=0 ; j < vec_.getCols(); ++j) //j = frame index
for (mrs_natural i=0 ; i < frameMaxNumPeaks_; ++i) //i = peak index
{
//just output existing peaks at each frame (i.e. freq != 0)
if(vec_(i, j) != 0.0)
{
for(mrs_natural k = 0; k < nbPkParameters; k++)// k = parameter index
vecTable(l, k) = (*this)(i, pkParameter(k), j);
l++;
}
}
//resize the table to the correct (i.e. possibly smaller)
//number of peaks (i.e. nr of rows)
vecTable.stretch(l, nbPkParameters);
}
int
MATLABengine::getVariable(std::string MATLABname, realvec& value)
{
mxArray* mxVector = engGetVariable(engine_, MATLABname.c_str());
if (mxVector == NULL)
{
MRSERR("MATLABengine::getVariable(\"" << MATLABname << "\", realvec&) error: variable does not exist in MATLAB!");
return -1;
}
else {
if (mxGetNumberOfDimensions(mxVector) > 2)
{
MRSERR("MATLABengine::getVariable(\"" << MATLABname << "\", realvecl&): MATLAB array with more than 2 dimensions!");
return -1;
}
if(mxIsComplex(mxVector))
{
MRSWARN("MATLABengine::getVariable(\"" << MATLABname << "\", realvec&): MATLAB complex array => getting real part only!");
}
//number of rows and cols for the 2D MATLAB array
//resize realvec accordingly
value.create(mxGetDimensions(mxVector)[0],mxGetDimensions(mxVector)[1]);
for(unsigned int i= 0; i < mxGetNumberOfElements(mxVector); ++i)
{
//both Marsyas realvec and MATLAB arrays are column-wise,
//so they can be copied as linear vectors
value(i) = (mrs_real)(*(mxGetPr(mxVector)+i));
}
mxDestroyArray(mxVector);
return 0;
}
}
mrs_natural
realvec::invert(realvec& res)
{
if (rows_ != cols_)
{
MRSERR("realvec::invert() - matrix should be square!");
res.create(0);
return -1;
}
if (this != &res)
{
mrs_natural rank;
mrs_natural r,c,i;
mrs_real temp;
res.create(rows_, cols_);
rank = 0;
for (r = 0; r < rows_; ++r)
for (c=0; c < cols_; ++c)
{
if (r == c)
res(r,c) = 1.0;
else
res(r,c) = 0.0;
}
for (i = 0; i < rows_; ++i)
{
if ((*this)(i,i) == 0)
{
for (r = i; r < rows_; ++r)
for (c = 0; c < cols_; ++c)
{
(*this)(i,c) += (*this)(r,c);
res(i,c) += res(r,c);
}
}
for (r = i; r < rows_; ++r)
{
temp = (*this)(r,i);
if (temp != 0)
for (c =0; c < cols_; ++c)
{
(*this)(r,c) /= temp;
res(r,c) /= temp;
}
}
if (i != rows_-1)
{
for (r = i+1; r < rows_; ++r)
{
temp = (*this)(r,i);
if (temp != 0.0)
for (c=0; c < cols_; ++c)
{
(*this)(r,c) -= (*this)(i,c);
res(r,c) -= res(i,c);
}
}
}
}
for (i=1; i < rows_; ++i)
for (r=0; r < i; ++r)
{
temp = (*this)(r,i);
for (c=0; c < cols_; ++c)
{
(*this)(r,c) -= (temp * (*this)(i,c));
res(r,c) -= (temp * res(i,c));
}
}
for (r =0; r < rows_; ++r)
for (c=0; c < cols_; ++c)
(*this)(r,c) = res(r,c);
return rank;
}
else
{
res.create(0);
MRSERR("realvec::invert() - inPlace operation not supported - returning empty result vector!");
return -1;
}
}