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dataprocessing.cpp
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#include "dataprocessing.h"
#include <QFile>
#include <QDebug>
#include "settingsdialog.h"
extern "C" {
#include "./SPTK/SPTK.h"
#include "./SPTK/pitch/pitch.h"
#include "./SPTK/x2x/x2x.h"
#include "./SPTK/frame/frame.h"
#include "./SPTK/window/window.h"
#include "./SPTK/lpc/lpc.h"
#include "./SPTK/lpc2c/lpc2c.h"
#include "./SPTK/spec/spec.h"
#include "./others/func.h"
#include "./others/interpolation.h"
}
#include "processing/filemarkout.h"
WaveFile * selectMarkoutAlgorithm(SimpleGraphData * data);
MaskData getLabelsFromFile(WaveFile* waveFile, char marker)
{
MaskData data;
data.pointsFrom.x = 0;
data.pointsLength.x = 0;
data.pointsFrom.v = NULL;
data.pointsLength.v = NULL;
qDebug() << "Use file data for mask" << LOG_DATA;
ListChunk * listLablChunk = NULL;
ListChunk * listLtxtChunk = NULL;
for (int i=0; i<waveFile->listCount; i++)
{
ListChunk * listChunk = &(waveFile->listChunks[i]);
if (listChunk == NULL) continue;
qDebug() << "listChunk->lablCount " << listChunk->lablCount << LOG_DATA;
if (listChunk->lablChunks != NULL && listChunk->lablCount > 0)
{
listLablChunk = listChunk;
}
qDebug() << "listChunk->ltxtCount " << listChunk->ltxtCount << LOG_DATA;
if (listChunk->ltxtChunks != NULL && listChunk->ltxtCount > 0)
{
listLtxtChunk = listChunk;
}
}
if (!((waveFile->cueChunk != NULL)
&& (littleEndianBytesToUInt16(waveFile->cueChunk->cuePointsCount) > 0)
&& (listLtxtChunk != NULL)
&& (listLtxtChunk->ltxtChunks != NULL)
&& (listLtxtChunk->ltxtCount > 0)
&& (listLablChunk != NULL)
&& (listLablChunk->lablChunks != NULL)
&& (listLablChunk->lablCount > 0)))
return data;
int cuePointsCount = littleEndianBytesToUInt16(waveFile->cueChunk->cuePointsCount);
int *pointsFrom = (int*) malloc(sizeof(int)*cuePointsCount);
int *pointsLength = (int*) malloc(sizeof(int)*cuePointsCount);
int *pointsId = (int*) malloc(sizeof(int)*cuePointsCount);
qDebug() << "cueChunks" << LOG_DATA;
for(int i=0; i<cuePointsCount; i++)
{
CuePoint point = waveFile->cueChunk->cuePoints[i];
int id = littleEndianBytesToUInt16(point.cuePointID);
int pos = littleEndianBytesToUInt16(point.frameOffset);
pointsFrom[i]=pos;
pointsLength[i]=0;
pointsId[i]=id;
qDebug() << "cueChunk cuePointID " << id << " frameOffset " << pos << LOG_DATA;
}
qDebug() << "ltxtCount" << LOG_DATA;
for(int i=0; i<listLtxtChunk->ltxtCount; i++)
{
LtxtChunk ltxt = listLtxtChunk->ltxtChunks[i];
int id = littleEndianBytesToUInt16(ltxt.cuePointID);
int length = littleEndianBytesToUInt32(ltxt.sampleLength);
pointsLength[i] = length;
qDebug() << "ltxtChunk cuePointID " << id << " sampleLength " << length << LOG_DATA;
}
qDebug() << "lablChunks" << LOG_DATA;
if (marker != NULL)
{
int *markedPointsFrom = NULL;
int *markedPointsLength = NULL;
int count = 0;
for(int i=0; i<listLablChunk->lablCount; i++)
{
LablChunk labl = listLablChunk->lablChunks[i];
int id = littleEndianBytesToUInt16(labl.cuePointID);
char * text = listLablChunk->lablChunks[i].text;
if (toupper(text[0]) == toupper(marker))
{
count++;
markedPointsFrom = (int*) realloc(markedPointsFrom, sizeof(int)*count);
markedPointsLength = (int*) realloc(markedPointsLength, sizeof(int)*count);
markedPointsFrom[count-1] = pointsFrom[i];
markedPointsLength[count-1] = pointsLength[i];
}
qDebug() << "lablChunk cuePointID " << id << " text " << text[0] << LOG_DATA;
}
free(pointsFrom);
free(pointsLength);
pointsFrom = markedPointsFrom;
pointsLength = markedPointsLength;
cuePointsCount = count;
}
free(pointsId);
data.pointsFrom.x = cuePointsCount;
data.pointsLength.x = cuePointsCount;
data.pointsFrom.v = pointsFrom;
data.pointsLength.v = pointsLength;
return data;
}
vector readMaskFromFile(WaveFile* waveFile, int length, char marker)
{
vector mask_from_file;
MaskData data = getLabelsFromFile(waveFile, marker);
qDebug() << "MaskData pointsFrom" << data.pointsFrom.x << LOG_DATA;
qDebug() << "MaskData pointsLength" << data.pointsLength.x << LOG_DATA;
mask_from_file = make_mask(length, data.pointsFrom.x, data.pointsFrom.v, data.pointsLength.v);
qDebug() << "make_mask" << LOG_DATA;
freeiv(data.pointsFrom);
freeiv(data.pointsLength);
return mask_from_file;
}
bool validateMask(vector mask)
{
bool valid = false;
for (int i=0; i<mask.x; i++)
{
if (getv(mask, i) == 1)
{
valid = true;
}
}
return valid;
}
bool isFileMaskAvailable(WaveFile* waveFile)
{
ListChunk * listLablChunk = NULL;
ListChunk * listLtxtChunk = NULL;
qDebug() << "listCount " << waveFile->listCount << LOG_DATA;
for (int i=0; i<waveFile->listCount; i++)
{
ListChunk * listChunk = &(waveFile->listChunks[i]);
if (listChunk == NULL) continue;
qDebug() << "listChunk->lablCount " << listChunk->lablCount << LOG_DATA;
if (listChunk->lablChunks != NULL && listChunk->lablCount > 0)
{
listLablChunk = listChunk;
}
qDebug() << "listChunk->ltxtCount " << listChunk->ltxtCount << LOG_DATA;
if (listChunk->ltxtChunks != NULL && listChunk->ltxtCount > 0)
{
listLtxtChunk = listChunk;
}
}
return (waveFile->cueChunk != NULL)
&& (littleEndianBytesToUInt16(waveFile->cueChunk->cuePointsCount) > 0)
&& (listLtxtChunk != NULL)
&& (listLtxtChunk->ltxtChunks != NULL)
&& (listLtxtChunk->ltxtCount > 0)
&& (listLablChunk != NULL)
&& (listLablChunk->lablChunks != NULL)
&& (listLablChunk->lablCount > 0);
}
vector getFileMask(WaveFile* waveFile, vector wave, int len, char marker = NULL)
{
vector mask;
bool tryFileData = isFileMaskAvailable(waveFile);
if (tryFileData)
{
qDebug() << "tryFileData" << LOG_DATA;
vector mask_from_file = readMaskFromFile(waveFile, wave.x, marker);
vector mask_norm = normalizev(mask_from_file, MASK_MIN, MASK_MAX);
mask = vector_resize(mask_norm, len);
freev(mask_norm);
freev(mask_from_file);
qDebug() << "vector_resize" << LOG_DATA;
}
if (!tryFileData || !validateMask(mask)) {
qDebug() << "!tryFileData" << LOG_DATA;
mask = onesv(len);
}
return mask;
}
vector processZeros(vector data)
{
bool needProcess = false;
int start = 0;
int end = 0;
for (int i=0; i<data.x; i++)
{
end = i - 1;
if (getv(data, i) != 0 && needProcess)
{
needProcess = false;
for (int j=end; j>=start; j--)
{
setv(data, j, getv(data, i));
}
}
else if (getv(data, i) == 0 && !needProcess)
{
start = i;
needProcess = true;
}
}
if (needProcess)
{
end++;
for (int i=start; i<=end; i++)
{
setv(data, i, getv(data, start-1));
}
}
return data;
}
GraphData * ProcWave2Data(QString fname)
{
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
QFile file(fname);
file.open(QIODevice::ReadOnly);
WaveFile * waveFile = waveOpenHFile(file.handle());
qDebug() << "waveOpenFile" << LOG_DATA;
int size = littleEndianBytesToUInt32(waveFile->dataChunk->chunkDataSize);
qDebug() << "chunkDataSize" << LOG_DATA;
short int bits = littleEndianBytesToUInt16(waveFile->formatChunk->significantBitsPerSample);
qDebug() << "significantBitsPerSample" << LOG_DATA;
vector wave = sptk_v2v(waveFile->dataChunk->waveformData, size, bits);
qDebug() << "wave" << LOG_DATA;
vector frame = sptk_frame(wave, sptk_settings->frame);
qDebug() << "frame" << LOG_DATA;
vector intensive = vector_intensive(frame, sptk_settings->frame->leng, sptk_settings->frame->shift);
qDebug() << "intensive" << LOG_DATA;
vector window = sptk_window(frame, sptk_settings->window);
qDebug() << "window" << LOG_DATA;
vector lpc = sptk_lpc(frame, sptk_settings->lpc);
qDebug() << "lpc" << LOG_DATA;
vector spec = sptk_spec(lpc, sptk_settings->spec);
qDebug() << "spec " << maxv(spec) << LOG_DATA;
vector spec_proc;
if (sptk_settings->spec->proc == 0){
spec_proc = vector_pow_log(spec, sptk_settings->spec->factor, sptk_settings->spec->min);
qDebug() << "spec_log" << LOG_DATA;
} else if (sptk_settings->spec->proc == 1){
spec_proc = vector_pow_exp(spec, sptk_settings->spec->factor, sptk_settings->spec->min);
qDebug() << "spec_exp" << LOG_DATA;
}
qDebug() << "spec_proc " << maxv(spec_proc) << LOG_DATA;
vector pitch = processZeros(sptk_pitch_spec(wave, sptk_settings->pitch, intensive.x));
qDebug() << "pitch" << LOG_DATA;
vector mask = getFileMask(waveFile, wave, pitch.x);
qDebug() << "mask" << LOG_DATA;
vector pitch_cutted = processZeros(vector_cut_by_mask(pitch, mask));
qDebug() << "pitch_cutted" << LOG_DATA;
double pitch_min = getv(pitch_cutted, minv(pitch_cutted));
double pitch_max = getv(pitch_cutted, maxv(pitch_cutted));
vector intensive_cutted = vector_cut_by_mask(intensive, mask);
qDebug() << "intensive_cutted" << LOG_DATA;
vector inverted_mask = vector_invert_mask(mask);
qDebug() << "inverted_mask" << LOG_DATA;
vector pitch_interpolate = vector_interpolate_by_mask(
pitch_cutted,
inverted_mask,
0,
sptk_settings->plotF0->interpolation_type
);
qDebug() << "pitch_interpolate" << LOG_DATA;
vector intensive_interpolate = vector_interpolate_by_mask(
intensive_cutted,
inverted_mask,
0,
sptk_settings->plotEnergy->interpolation_type
);
qDebug() << "intensive_interpolate" << LOG_DATA;
vector pitch_mid = vector_smooth_mid(pitch_interpolate, sptk_settings->plotF0->frame);
qDebug() << "pitch_mid" << LOG_DATA;
vector intensive_mid = vector_smooth_lin(intensive_interpolate, sptk_settings->plotEnergy->frame);
qDebug() << "intensive_mid" << LOG_DATA;
vector norm_wave = normalizev(wave, 0.0, 1.0);
MaskData md_p = getLabelsFromFile(waveFile, MARK_PRE_NUCLEUS);
MaskData md_n = getLabelsFromFile(waveFile, MARK_NUCLEUS);
MaskData md_t = getLabelsFromFile(waveFile, MARK_POST_NUCLEUS);
vector p_mask = readMaskFromFile(waveFile, wave.x, MARK_PRE_NUCLEUS);
qDebug() << "p_mask" << LOG_DATA;
vector n_mask = readMaskFromFile(waveFile, wave.x, MARK_NUCLEUS);
qDebug() << "n_mask" << LOG_DATA;
vector t_mask = readMaskFromFile(waveFile, wave.x, MARK_POST_NUCLEUS);
qDebug() << "t_mask" << LOG_DATA;
vector p_wave = zero_to_nan(vector_cut_by_mask(norm_wave, p_mask));
qDebug() << "p_mask" << LOG_DATA;
vector n_wave = zero_to_nan(vector_cut_by_mask(norm_wave, n_mask));
qDebug() << "n_mask" << LOG_DATA;
vector t_wave = zero_to_nan(vector_cut_by_mask(norm_wave, t_mask));
qDebug() << "t_mask" << LOG_DATA;
vector pnt_mask = onesv(norm_wave.x);
for (int i=0; i<p_mask.x && i<n_mask.x && i<t_mask.x && i<norm_wave.x; i++) {
if (getv(p_mask, i) == 1 || getv(n_mask, i) == 1 || getv(t_mask, i) == 1)
{
setv(pnt_mask, i, 0);
} else {
setv(pnt_mask, i, 1);
}
}
vector display_wave = zero_to_nan(vector_cut_by_mask(norm_wave, pnt_mask));
freev(frame);
freev(window);
freev(lpc);
freev(pitch_cutted);
freev(intensive_cutted);
freev(inverted_mask);
freev(pitch_interpolate);
freev(intensive_interpolate);
freev(wave);
qDebug() << "freev" << LOG_DATA;
file.close();
waveCloseFile(waveFile);
qDebug() << "waveCloseFile" << LOG_DATA;
GraphData * data = new GraphData();
data->d_full_wave = norm_wave;
data->d_wave = display_wave;
data->d_p_wave = p_wave;
data->d_n_wave = n_wave;
data->d_t_wave = t_wave;
data->d_pitch_original = pitch;
data->d_pitch = pitch_mid;
data->pitch_max = pitch_max;
data->pitch_min = pitch_min;
data->d_intensive_original = intensive;
data->d_intensive = intensive_mid;
data->d_spec_proc = spec_proc;
data->d_spec = spec;
data->d_mask = mask;
data->p_mask = p_mask;
data->n_mask = n_mask;
data->t_mask = t_mask;
data->pnt_mask = pnt_mask;
data->md_p = md_p;
data->md_t = md_t;
data->md_n = md_n;
return data;
}
vector data_spectrum(SimpleGraphData * data)
{
if (data->b_spec == 0)
{
// TODO
}
return data->d_spec;
}
vector data_spectrum_norm(SimpleGraphData * data)
{
if (data->b_spec_norm == 0)
{
vector spec = data_spectrum(data);
data->d_spec_norm = normalizev(spec, MASK_MIN, MASK_MAX);
data->b_spec_norm = 1;
}
return data->d_spec_norm;
}
vector data_cepstrum(SimpleGraphData * data)
{
if (data->b_cepstrum == 0)
{
// TODO
}
return data->d_cepstrum;
}
vector data_cepstrum_norm(SimpleGraphData * data)
{
if (data->b_cepstrum_norm == 0)
{
vector spec = data_cepstrum(data);
data->d_cepstrum_norm = normalizev(spec, MASK_MIN, MASK_MAX);
data->b_cepstrum_norm = 1;
}
return data->d_cepstrum_norm;
}
vector data_get_pitch(SimpleGraphData * data)
{
if (data->b_pitch == 0)
{
// TODO
}
return data->d_pitch;
}
vector data_get_pitch_norm(SimpleGraphData * data)
{
if (data->b_pitch_norm == 0)
{
vector pitch = data_get_pitch(data);
data->d_pitch_norm = normalizev(pitch, MASK_MIN, MASK_MAX);
data->b_pitch_norm = 1;
}
return data->d_pitch_norm;
}
vector data_get_pitch_log(SimpleGraphData * data)
{
if (data->b_pitch_log == 0)
{
// TODO
}
return data->d_pitch_log;
}
vector data_get_mask(SimpleGraphData * data)
{
if (data->b_mask == 0)
{
// TODO
}
return data->d_mask;
}
vector data_get_pitch_derivative(SimpleGraphData * data)
{
if (data->b_pitch_derivative == 0)
{
vector pitch = data_get_pitch_norm(data);
data->d_pitch_derivative = derivativev(pitch);
data->b_pitch_derivative == 1;
}
return data->d_pitch_derivative;
}
vector data_get_intensive(SimpleGraphData * data)
{
if (data->b_intensive == 0)
{
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
data->d_intensive = vector_smooth_lin(data->d_intensive_original, sptk_settings->plotEnergy->frame);
data->b_intensive = 1;
}
return data->d_intensive;
}
vector data_get_intensive_cutted(SimpleGraphData * data)
{
if (data->b_intensive_cutted == 0)
{
vector intensive = data_get_intensive(data);
vector pitch_log = data_get_pitch_log(data);
vector resized_pitch_log = vector_resize(pitch_log, intensive.x);
data->d_intensive_cutted = vector_cut_by_mask(intensive, resized_pitch_log);
freev(resized_pitch_log);
data->b_intensive_cutted = 1;
}
return data->d_intensive_cutted;
}
vector data_get_intensive_norm(SimpleGraphData * data)
{
if (data->b_intensive_norm == 0)
{
vector intensive = data_get_intensive_cutted(data);
data->d_intensive_norm = normalizev(intensive, MASK_MIN, MASK_MAX);
data->b_intensive_norm == 1;
}
return data->d_intensive_norm;
}
vector data_get_intensive_derivative(SimpleGraphData * data)
{
if (data->b_derivative_intensive_norm == 0)
{
vector intensive = data_get_intensive_norm(data);
vector derivative_intensive = derivativev(intensive);
data->d_derivative_intensive_norm = normalizev(derivative_intensive, MASK_MIN, MASK_MAX);
freev(derivative_intensive);
data->b_derivative_intensive_norm == 1;
}
return data->d_derivative_intensive_norm;
}
vector data_get_intensive_smooth(SimpleGraphData * data)
{
if (data->b_intensive_smooth == 0)
{
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
vector intensive = data_get_intensive_norm(data);
data->d_intensive_smooth = vector_smooth_lin(intensive, sptk_settings->dp->markoutA0IntThN);
data->b_intensive_smooth = 1;
}
return data->d_intensive_smooth;
}
vector data_get_intensive_limit(SimpleGraphData * data)
{
if (data->b_intensive_limit == 0)
{
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
vector intensive = data_get_intensive_smooth(data);
data->d_intensive_limit = multv(intensive, sptk_settings->dp->markoutA0IntA0rel);
data->b_intensive_limit = 1;
}
return data->d_intensive_limit;
}
SimpleGraphData * SimpleProcWave2Data(QString fname, bool keepWaveData)
{
qDebug() << "::SimpleProcWave2Data" << LOG_DATA;
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
SimpleGraphData * data = new SimpleGraphData();
data->b_pitch = 0;
data->b_pitch_log = 0;
data->b_mask = 0;
data->b_pitch_derivative = 0;
data->b_intensive = 0;
data->b_intensive_cutted = 0;
data->b_intensive_norm = 0;
data->b_intensive_smooth = 0;
data->b_intensive_limit = 0;
data->b_derivative_intensive_norm = 0;
data->b_spec = 0;
data->b_cepstrum = 0;
data->b_pitch_norm = 0;
QFile file(fname);
qDebug() << "::SimpleProcWave2Data QFile" << fname << LOG_DATA;
file.open(QIODevice::ReadOnly);
qDebug() << "::SimpleProcWave2Data file.open " << file.isOpen() << LOG_DATA;
WaveFile * waveFile = waveOpenHFile(file.handle());
qDebug() << "::SimpleProcWave2Data waveOpenFile" << LOG_DATA;
data->file_data = waveFile;
int size = littleEndianBytesToUInt32(waveFile->dataChunk->chunkDataSize);
qDebug() << "::SimpleProcWave2Data chunkDataSize " << size << LOG_DATA;
short int bits = littleEndianBytesToUInt16(waveFile->formatChunk->significantBitsPerSample);
qDebug() << "::SimpleProcWave2Data significantBitsPerSample " << bits << LOG_DATA;
double seconds = 1.0 * size / RECORD_FREQ / bits * CHAR_BIT;
qDebug() << "::SimpleProcWave2Data seconds=" << seconds << LOG_DATA;
data->seconds = seconds;
vector wave = sptk_v2v(waveFile->dataChunk->waveformData, size, bits);
qDebug() << "::SimpleProcWave2Data wave" << LOG_DATA;
vector norm_wave = normalizev(wave, 0.0, 1.0);
qDebug() << "::SimpleProcWave2Data norm_wave" << LOG_DATA;
data->d_full_wave = norm_wave;
vector frame = sptk_frame(wave, sptk_settings->frame);
qDebug() << "::SimpleProcWave2Data frame" << LOG_DATA;
vector intensive = vector_intensive(wave, sptk_settings->frame->leng, sptk_settings->frame->shift);
qDebug() << "::SimpleProcWave2Data intensive" << LOG_DATA;
data->d_intensive_original = intensive;
vector window = sptk_window(frame, sptk_settings->window);
qDebug() << "::SimpleProcWave2Data window" << LOG_DATA;
vector lpc = sptk_lpc(frame, sptk_settings->lpc);
qDebug() << "::SimpleProcWave2Data lpc " << lpc.x << LOG_DATA;
vector lpc2c = sptk_lpc2c(lpc, sptk_settings->lpc);
qDebug() << "::SimpleProcWave2Data lpc2c " << lpc2c.x;
data->d_cepstrum = lpc2c;
data->b_cepstrum = 1;
vector spec = sptk_spec(lpc, sptk_settings->spec);
qDebug() << "::SimpleProcWave2Data spec " << maxv(spec) << LOG_DATA;
data->d_spec = spec;
data->b_spec = 1;
vector spec_proc;
if (sptk_settings->spec->proc == 0){
spec_proc = vector_pow_log(spec, sptk_settings->spec->factor, sptk_settings->spec->min);
qDebug() << "::SimpleProcWave2Data spec_log" << LOG_DATA;
} else if (sptk_settings->spec->proc == 1){
spec_proc = vector_pow_exp(spec, sptk_settings->spec->factor, sptk_settings->spec->min);
qDebug() << "::SimpleProcWave2Data spec_exp" << LOG_DATA;
}
qDebug() << "::SimpleProcWave2Data spec_proc " << maxv(spec_proc) << LOG_DATA;
data->d_spec_proc = spec_proc;
vector smooth_wave = vector_smooth_lin(wave, sptk_settings->dp->smooth_frame);
vector pitch = processZeros(sptk_pitch_spec(smooth_wave, sptk_settings->pitch, intensive.x));
qDebug() << "::SimpleProcWave2Data pitch" << LOG_DATA;
data->d_pitch_original = pitch;
int otype = sptk_settings->pitch->OTYPE;
sptk_settings->pitch->OTYPE = 2;
vector pitch_log = sptk_pitch_spec(smooth_wave, sptk_settings->pitch, intensive.x);
sptk_settings->pitch->OTYPE = otype;
vector pitch_log_norm = normalizev(pitch_log, MASK_MIN, MASK_MAX);
qDebug() << "::SimpleProcWave2Data pitch_log" << LOG_DATA;
data->d_pitch_log = pitch_log_norm;
data->b_pitch_log = 1;
data->d_intensive = data_get_intensive(data);
data->d_intensive_norm = data_get_intensive_norm(data);
vector file_mask;
WaveFile * procFile = waveFile;
data->is_markout_available = isFileMaskAvailable(waveFile);
if (sptk_settings->dp->auto_marking || !data->is_markout_available)
{
procFile = selectMarkoutAlgorithm(data);
}
file_mask = getFileMask(procFile, wave, pitch.x);
data->md_p = getLabelsFromFile(procFile, MARK_PRE_NUCLEUS);
data->md_n = getLabelsFromFile(procFile, MARK_NUCLEUS);
data->md_t = getLabelsFromFile(procFile, MARK_POST_NUCLEUS);
if (sptk_settings->dp->auto_marking)
{
waveCloseFile(procFile);
}
qDebug() << "::SimpleProcWave2Data file_mask" << LOG_DATA;
vector mask_and = vector_mask_and(pitch_log_norm, file_mask);
vector mask = vector_smooth_mid(mask_and, 10);
qDebug() << "::SimpleProcWave2Data mask" << LOG_DATA;
data->d_mask = mask;
data->b_mask = 1;
vector inverted_mask = vector_invert_mask(mask);
qDebug() << "::SimpleProcWave2Data inverted_mask" << LOG_DATA;
vector pitch_interpolate = vector_interpolate_by_mask(
pitch,
inverted_mask,
0,
sptk_settings->plotF0->interpolation_type
);
qDebug() << "::SimpleProcWave2Data pitch_interpolate" << LOG_DATA;
vector pitch_mid = vector_smooth_mid(pitch_interpolate, sptk_settings->plotF0->frame);
qDebug() << "::SimpleProcWave2Data pitch_mid" << LOG_DATA;
data->d_pitch = pitch_mid;
data->b_pitch = 1;
data->d_derivative_intensive_norm = data_get_intensive_derivative(data);
freev(frame);
freev(window);
freev(lpc);
freev(wave);
freev(pitch_interpolate);
freev(inverted_mask);
freev(smooth_wave);
freev(pitch_log);
freev(file_mask);
freev(mask_and);
qDebug() << "::SimpleProcWave2Data freev" << LOG_DATA;
file.close();
qDebug() << "::SimpleProcWave2Data file.close" << LOG_DATA;
if (keepWaveData)
{
waveFile->file = NULL;
} else {
data->file_data = NULL;
waveCloseFile(waveFile);
qDebug() << "::SimpleProcWave2Data waveCloseFile" << LOG_DATA;
}
return data;
}
WaveFile * selectMarkoutAlgorithm(SimpleGraphData * data)
{
SPTK_SETTINGS * sptk_settings = SettingsDialog::getSPTKsettings();
if (sptk_settings->dp->markoutType == MARKOUT_F0) // F0
{
return markOutFileByF0(data);
} else if (sptk_settings->dp->markoutType == MARKOUT_A0) // A0
{
return markOutFileByA0(data);
} else if (sptk_settings->dp->markoutType == MARKOUT_F0A0) // F0 & A0
{
return markOutFileByF0A0(data);
} else if (sptk_settings->dp->markoutType == MARKOUT_A0_INTEGRAL) // A0 Integral
{
return markOutFileByA0Integral(data);
} else if (sptk_settings->dp->markoutType == MARKOUT_A0_ENVELOPE) // A0 Envelope
{
// TODO: A0Envelope
return markOutFileByA0Integral(data);
}
}
void freeGraphData(GraphData * data)
{
freev(data->d_intensive_original);
freev(data->d_intensive);
freev(data->d_pitch_original);
freev(data->d_pitch);
freev(data->d_pitch_log);
freev(data->d_spec);
freev(data->d_spec_proc);
freev(data->d_wave);
freev(data->d_full_wave);
freev(data->d_mask);
freev(data->d_p_wave);
freev(data->d_t_wave);
freev(data->d_n_wave);
freev(data->p_mask);
freev(data->n_mask);
freev(data->t_mask);
freev(data->pnt_mask);
}
void freeSimpleGraphData(SimpleGraphData * data)
{
freev(data->d_full_wave);
freev(data->d_pitch_original);
if (data->b_pitch == 1) freev(data->d_pitch);
if (data->b_pitch_norm == 1) freev(data->d_pitch_norm);
if (data->b_pitch_log == 1) freev(data->d_pitch_log);
if (data->b_pitch_derivative == 1) freev(data->d_pitch_derivative);
freev(data->d_intensive_original);
if (data->b_intensive == 1) freev(data->d_intensive);
if (data->b_intensive_cutted == 1) freev(data->d_intensive_cutted);
if (data->b_intensive_norm == 1) freev(data->d_intensive_norm);
if (data->b_intensive_smooth == 1) freev(data->d_intensive_smooth);
if (data->b_derivative_intensive_norm == 1) freev(data->d_derivative_intensive_norm);
freev(data->d_spec_proc);
if (data->b_spec == 1) freev(data->d_spec);
if (data->b_spec_norm == 1) freev(data->d_spec_norm);
if (data->b_cepstrum == 1) freev(data->d_cepstrum);
if (data->b_cepstrum_norm == 1) freev(data->d_cepstrum_norm);
if (data->b_mask == 1) freev(data->d_mask);
freeiv(data->md_p.pointsFrom);
freeiv(data->md_p.pointsLength);
freeiv(data->md_t.pointsFrom);
freeiv(data->md_t.pointsLength);
freeiv(data->md_n.pointsFrom);
freeiv(data->md_n.pointsLength);
if (data->file_data)
{
waveCloseFile(data->file_data);
}
}