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							- /* Sound_JSD.c
 -  * A modification to praat (www.praat.org)
 -  * to analyse a speech sample to produce a data file "spectrum.dat" which can
 -  * be loaded into my  espeakedit  program to show a sequence of time-slice spectra.
 -  *
 -  * Copyright (C) 2005  Jonathan Duddington
 -  *
 -  * 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.
 -  *
 -  * This program is distributed in the hope that it will be useful, but
 -  * WITHOUT ANY WARRANTY; without even the implied warranty of
 -  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
 -  * See the GNU General Public License for more details.
 -  *
 -  * You should have received a copy of the GNU General Public License
 -  * along with this program; if not, write to the Free Software
 -  * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
 -  */
 - 
 - 
 - #include "Sound_to_PointProcess.h"  // JSD
 - #include "Sound_to_Pitch.h"
 - #include "Pitch_to_PointProcess.h"
 - #include "Formant.h"
 - #include "Sound_to_Formant.h"
 - 
 - #include "Sound_and_Spectrogram.h"
 - #include "NUM2.h"
 - 
 - Spectrogram Sound_to_Espeak (Sound me, double fmin, double fmax, double maxfreq, double minFreqStep1, double maxformant, double phase)
 - // Added by JSD - testing
 - {
 - 	long  pt;
 - 	long  i, j;
 - 	long  n_samples, leftSample, rightSample;
 - 	int  rept;
 - 	int  count;
 - 	int  best;
 - 	int  start, end;
 - 	FILE *fout;
 - 	int  ny=1;
 - 	double cyclen;
 - 	double f0;
 - 	double value;
 - 	double bandw;
 - 	double time;
 - 	double timenext;
 - 	double total;
 - 	double max;
 - 	double average;
 - 	Spectrogram thee = NULL;
 - 	Spectrogram spect = NULL;
 - 	Sound sound = NULL;
 - 	PointProcess points = NULL;
 - 	Formant formants = NULL;
 - 
 - 	Pitch pitch = Sound_to_Pitch (me, 0.8 / fmin, fmin, fmax);
 - 	if (! pitch) goto error;
 - 
 - 	if (! (points = Sound_Pitch_to_PointProcess_cc (me, pitch))) goto error;
 - 
 -    formants = Sound_to_Formant_burg (me, 0.00625, 5, maxformant, 0.025, 50);
 - 
 - 
 - 	// make temporary sound object, 0.1 sec, for doing analysis on
 - 	sound = Sound_create(1, 0.0, 0.1, 0.1/my dx, my dx, my dx/2);
 - 
 - 	fout = fopen("spectrum.dat","w");
 - 	if(fout != NULL)
 - 	{
 - 		fprintf(fout,"%d\n",points->nt-1); // num of frames
 - 	}
 - 
 - 	// analyse each interval in the pitch point process
 - 	for(pt=1; pt < points->nt; pt++)
 - 	{
 - 		time = points->t[pt];
 - 		if(pt < points->nt-1)
 - 			timenext = points->t[pt+1];
 - 		else
 - 			timenext = time + cyclen;  // end of pitch points, reuse last length
 - 
 - 		leftSample = Sampled_xToLowIndex (me, time);
 - 		rightSample = Sampled_xToLowIndex (me, timenext);
 - 		n_samples = rightSample - leftSample;
 - 		cyclen = timenext - time;
 - 
 - 		// make sequential copies of the cycle
 - 		j=1;
 - 		for(rept=0; rept<5; rept++)
 - 		{
 - 		   for(i=1; i<=n_samples && j<=sound->nx; i++)
 - 		   {
 - 		      sound->z[1][j++] = me->z[1][i+leftSample];
 - 		   }
 - 		}
 - 
 - 		if(spect != NULL) forget (spect);
 - 
 - 		spect = Sound_to_Spectrogram(sound,cyclen,maxfreq,cyclen/16,
 - 		minFreqStep1,kSound_to_Spectrogram_windowShape_GAUSSIAN,
 - 		8.0,8.0);
 - 
 - 		if(thee == NULL)
 - 		{
 - 			ny = spect->ny;
 - 			thee = Spectrogram_create(1,points->nt-1,points->nt-1,1,0.5,
 - 				0.0,maxfreq,ny+1,spect->dy,
 - 				0.5*spect->dy);
 - 		}
 - 
 - 		f0 = Pitch_getValueAtTime(pitch,time,0,1);
 - 		while(f0==NUMundefined && pt<points->nt-1)
 - 		{
 - 			f0 = Pitch_getValueAtTime(pitch,points->t[pt+1],0,1); // ????
 - 			pt++;
 - 		}
 - 
 - 		// extract spectrum from spectrogram
 - 		if(fout != NULL)
 - 		{
 - 			if(spect ==  NULL) break;
 - 
 - 			fprintf(fout,"%f %.2f %d %.2f\n",
 - 				time,f0,spect->ny,spect->dy);
 - 
 - 			for(count=1; count<=5; count++)
 - 			{
 - 				value = 0;
 - 				if(formants != NULL)
 - 				{
 - 					value =
 - 					Formant_getValueAtTime(formants,count,time,0);
 - 					if(value == NUMundefined)
 - 					   value = 0.0;
 - 
 - 					bandw =Formant_getBandwidthAtTime(formants,count,time,0);
 - 					if(bandw == NUMundefined)
 - 						bandw = 0.0;
 - 				}
 - 				fprintf(fout,"%.1f %.1f  ",value,bandw);
 - 			}
 - 			fputc('\n',fout);
 - 
 - 			// find the 'best' looking slice - largest standard deviation
 - 			max = 0.0;
 - 			best = 24;
 - 			start = 1;
 - 			if(spect->dy > 0)
 - 				start = (int)(phase / spect->dy) + 1;  // only use higher freq than 'phase'
 - //			end = spect->ny;
 - 			end = (int)(maxformant/spect->dy)+1;  // and lower than 'end'
 - 
 - 			for(count=32; count<48; count++)
 - 			{
 - 				total = 0.0;
 - 				for(i=start; i<=end; i++)
 - 					total += spect->z[i][count];
 - 
 - 				if(spect->ny <= start) break;
 - 
 - 				average = total / (spect->ny + 1 - start);
 - 				total = 0.0;
 - 				for(i=start; i<=end; i++)
 - 				{
 - 					value = spect->z[i][count] - average;
 - 					total += (value * value);
 - 				}
 - 				if(total > max)
 - 				{
 - 					max = total;
 - 					best = count;
 - 				}
 - 			}
 - //printf("%d: fstart=%d-%d max=%f best=%d\n",pt,start,end,max,best);
 - 			for(i=1; i <= spect->ny; i++)
 - 			{
 - 				value = spect->z[i][best];
 - 				if(value < 0) value = 0;
 - 
 - 				fprintf(fout,"%f%c",sqrt(value),
 - 					(i % 8)==0?'\n':' ');
 - 			}
 - 			fprintf(fout,"\n\n");
 - 		}
 - 		for(i=1; i <= ny; i++)
 - 		{
 - 			if(i <= spect->ny)
 - 				thee->z[i][pt] = spect->z[i][best];
 - 			else
 - 				thee->z[i][pt] = 0;
 - 		}
 - 	}
 - 	if(fout != NULL) fclose(fout);
 - 
 - 	forget (spect);
 - 	forget (pitch);
 - 	forget (points);
 - 	forget (sound);
 - 	return thee;
 - error:
 - 	forget (pitch);
 - 	return Melder_errorp ("(Sound_to_PointProcess:) Not performed.");
 - }
 
 
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