/* Sound.cpp
 *
 * Copyright (C) 1992-2012 Paul Boersma
 *
 * 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.
 */

/*
 * a selection of changes:
 * pb 2006/12/31 stereo
 * pb 2010/03/26 Sounds_convolve, Sounds_crossCorrelate, Sound_autocorrelate
 */

#include "Sound.h"
#include "Sound_extensions.h"
#include "NUM2.h"

#include "enums_getText.h"
#include "Sound_enums.h"
#include "enums_getValue.h"
#include "Sound_enums.h"

Thing_implement (Sound, Vector, 2);

Sound Sound_clipboard;

void structSound :: v_info () {
	structData :: v_info ();
	const double rho_c = 400;   /* rho = 1.14 kg m-3; c = 353 m s-1; [rho c] = kg m-2 s-1 */
	double minimum = z [1] [1], maximum = minimum;
	MelderInfo_writeLine3 (L"Number of channels: ", Melder_integer (ny), ny == 1 ? L" (mono)" : ny == 2 ? L" (stereo)" : L"");
	MelderInfo_writeLine1 (L"Time domain:");
	MelderInfo_writeLine3 (L"   Start time: ", Melder_double (xmin), L" seconds");
	MelderInfo_writeLine3 (L"   End time: ", Melder_double (xmax), L" seconds");
	MelderInfo_writeLine3 (L"   Total duration: ", Melder_double (xmax - xmin), L" seconds");
	MelderInfo_writeLine1 (L"Time sampling:");
	MelderInfo_writeLine2 (L"   Number of samples: ", Melder_integer (nx));
	MelderInfo_writeLine3 (L"   Sampling period: ", Melder_double (dx), L" seconds");
	MelderInfo_writeLine3 (L"   Sampling frequency: ", Melder_single (1.0 / dx), L" Hz");
	MelderInfo_writeLine3 (L"   First sample centred at: ", Melder_double (x1), L" seconds");
	{// scope
		double sum = 0.0, sumOfSquares = 0.0;
		for (long channel = 1; channel <= ny; channel ++) {
			double *amplitude = z [channel];
			for (long i = 1; i <= nx; i ++) {
				double value = amplitude [i];
				sum += value;
				sumOfSquares += value * value;
				if (value < minimum) minimum = value;
				if (value > maximum) maximum = value;
			}
		}
		MelderInfo_writeLine1 (L"Amplitude:");
		MelderInfo_writeLine3 (L"   Minimum: ", Melder_single (minimum), L" Pascal");
		MelderInfo_writeLine3 (L"   Maximum: ", Melder_single (maximum), L" Pascal");
		double mean = sum / (nx * ny);
		MelderInfo_writeLine3 (L"   Mean: ", Melder_single (mean), L" Pascal");
		MelderInfo_writeLine3 (L"   Root-mean-square: ", Melder_single (sqrt (sumOfSquares / (nx * ny))), L" Pascal");
		double penergy = sumOfSquares * dx / ny;   /* Pa2 s = kg2 m-2 s-3 */
		MelderInfo_write3 (L"Total energy: ", Melder_single (penergy), L" Pascal\u00B2 sec");
		double energy = penergy / rho_c;   /* kg s-2 = Joule m-2 */
		MelderInfo_writeLine3 (L" (energy in air: ", Melder_single (energy), L" Joule/m\u00B2)");
		double power = energy / (dx * nx);   /* kg s-3 = Watt/m2 */
		MelderInfo_write3 (L"Mean power (intensity) in air: ", Melder_single (power), L" Watt/m\u00B2");
		if (power != 0.0) {
			MelderInfo_writeLine3 (L" = ", Melder_half (10 * log10 (power / 1e-12)), L" dB");
		} else {
			MelderInfo_writeLine1 (L"");
		}
	}
	if (nx > 1) {
		for (long channel = 1; channel <= ny; channel ++) {
			double *amplitude = z [channel];
			double sum = 0.0;
			for (long i = 1; i <= nx; i ++) {
				double value = amplitude [i];
				sum += value;
			}
			double mean = sum / nx, stdev = 0.0;
			for (long i = 1; i <= nx; i ++) {
				double value = amplitude [i] - mean;
				stdev += value * value;
			}
			stdev = sqrt (stdev / (nx - 1));
			MelderInfo_writeLine5 (L"Standard deviation in channel ", Melder_integer (channel), L": ", Melder_single (stdev), L" Pascal");
		}
	}
}

double structSound :: v_getMatrix (long irow, long icol) {
	if (irow < 1 || irow > ny) {
		if (irow == 0) {
			if (icol < 1 || icol > nx) return 0.0;
			if (ny == 1) return z [1] [icol];   // optimization
			if (ny == 2) return 0.5 * (z [1] [icol] + z [2] [icol]);   // optimization
			double sum = 0.0;
			for (long channel = 1; channel <= ny; channel ++) {
				sum += z [channel] [icol];
			}
			return sum / ny;
		}
		return 0.0;
	}
	if (icol < 1 || icol > nx) return 0.0;
	return z [irow] [icol];
}

double structSound :: v_getFunction2 (double x, double y) {
	long channel = (long) floor (y);
	if (channel < 0 || channel > ny || y != (double) channel) return 0.0;
	return v_getFunction1 (channel, x);
}

Sound Sound_create (long numberOfChannels, double xmin, double xmax, long nx, double dx, double x1) {
	try {
		autoSound me = Thing_new (Sound);
		Matrix_init (me.peek(), xmin, xmax, nx, dx, x1, 1, numberOfChannels, numberOfChannels, 1, 1);
		return me.transfer();
	} catch (MelderError) {
		Melder_throw ("Sound not created.");
	}
}

Sound Sound_createSimple (long numberOfChannels, double duration, double samplingFrequency) {
	return Sound_create (numberOfChannels, 0.0, duration, floor (duration * samplingFrequency + 0.5),
		1 / samplingFrequency, 0.5 / samplingFrequency);
}

Sound Sound_convertToMono (Sound me) {
	if (my ny == 1) return Data_copy (me);   // optimization
	try {
		autoSound thee = Sound_create (1, my xmin, my xmax, my nx, my dx, my x1);
		if (my ny == 2) {   // Optimization.
			for (long i = 1; i <= my nx; i ++) {
				thy z [1] [i] = 0.5 * (my z [1] [i] + my z [2] [i]);
			}
		} else {
			for (long i = 1; i <= my nx; i ++) {
				double sum = my z [1] [i] + my z [2] [i] + my z [3] [i];
				for (long channel = 4; channel <= my ny; channel ++) {
					sum += my z [channel] [i];
				}
				thy z [1] [i] = sum / my ny;
			}
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not converted to mono.");
	}
}

Sound Sound_convertToStereo (Sound me) {
	if (my ny == 2) return Data_copy (me);
	try {
		if (my ny > 2) {
			Melder_throw ("The Sound has ", my ny, " channels; don't know which to choose.");
		}
		Melder_assert (my ny == 1);
		autoSound thee = Sound_create (2, my xmin, my xmax, my nx, my dx, my x1);
		for (long i = 1; i <= my nx; i ++) {
			thy z [1] [i] = thy z [2] [i] = my z [1] [i];
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not converted to stereo.");
	}
}

Sound Sounds_combineToStereo (Sound me, Sound thee) {
	try {
		if (my ny != 1 || thy ny != 1)
			Melder_throw ("Can only combine mono sounds.");
		if (my dx != thy dx)
			Melder_throw ("Sampling frequencies are not equal.");
		double dx = my dx;   // or thy dx, which is the same
		double xmin = my xmin < thy xmin ? my xmin : thy xmin;
		double xmax = my xmax > thy xmax ? my xmax : thy xmax;
		long myInitialZeroes = floor ((my xmin - xmin) / dx);
		long thyInitialZeroes = floor ((thy xmin - xmin) / dx);
		double myx1 = my x1 - my dx * myInitialZeroes;
		double thyx1 = thy x1 - thy dx * thyInitialZeroes;
		double x1 = 0.5 * (myx1 + thyx1);
		long mynx = my nx + myInitialZeroes;
		long thynx = thy nx + thyInitialZeroes;
		long nx = mynx > thynx ? mynx : thynx;
		autoSound him = Sound_create (2, xmin, xmax, nx, dx, x1);
		for (long i = 1; i <= my nx; i ++) {
			his z [1] [i + myInitialZeroes] = my z [1] [i];
		}
		for (long i = 1; i <= thy nx; i ++) {
			his z [2] [i + thyInitialZeroes] = thy z [1] [i];
		}
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (me, " & ", thee, ": not combined to stereo.");
	}
}

Sound Sound_extractChannel (Sound me, long ichan) {
	try {
		if (ichan <= 0 || ichan > my ny)
			Melder_throw ("There is no channel ", ichan, ".");
		autoSound thee = Sound_create (1, my xmin, my xmax, my nx, my dx, my x1);
		for (long isamp = 1; isamp <= my nx; isamp ++) {
			thy z [1] [isamp] = my z [ichan] [isamp];
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": channel ", ichan, " not extracted.");
	}
}

static double getSumOfSquares (Sound me, double xmin, double xmax, long *n) {
	if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
	long imin, imax;
	*n = Sampled_getWindowSamples (me, xmin, xmax, & imin, & imax);
	if (*n < 1) return NUMundefined;
	double sum2 = 0.0;
	for (long channel = 1; channel <= my ny; channel ++) {
		double *amplitude = my z [channel];
		for (long i = imin; i <= imax; i ++) {
			double value = amplitude [i];
			sum2 += value * value;
		}
	}
	return sum2;
}

double Sound_getRootMeanSquare (Sound me, double xmin, double xmax) {
	long n;
	double sum2 = getSumOfSquares (me, xmin, xmax, & n);
	return NUMdefined (sum2) ? sqrt (sum2 / (n * my ny)) : NUMundefined;
}

double Sound_getEnergy (Sound me, double xmin, double xmax) {
	long n;
	double sum2 = getSumOfSquares (me, xmin, xmax, & n);
	return NUMdefined (sum2) ? sum2 * my dx / my ny : NUMundefined;
}

double Sound_getPower (Sound me, double xmin, double xmax) {
	long n;
	double sum2 = getSumOfSquares (me, xmin, xmax, & n);
	return NUMdefined (sum2) ? sum2 / (n * my ny) : NUMundefined;
}

double Sound_getEnergyInAir (Sound me) {
	long n;
	double sum2 = getSumOfSquares (me, 0, 0, & n);
	return NUMdefined (sum2) ? sum2 * my dx / (400 * my ny) : NUMundefined;
}

double Sound_getIntensity_dB (Sound me) {
	long n;
	double sum2 = getSumOfSquares (me, 0, 0, & n);
	return NUMdefined (sum2) && sum2 != 0.0 ? 10 * log10 (sum2 / (n * my ny) / 4.0e-10) : NUMundefined;
}

double Sound_getPowerInAir (Sound me) {
	long n;
	double sum2 = getSumOfSquares (me, 0, 0, & n);
	return NUMdefined (sum2) ? sum2 / (n * my ny) / 400 : NUMundefined;
}

Sound Matrix_to_Sound_mono (Matrix me, long row) {
	try {
		autoSound thee = Sound_create (1, my xmin, my xmax, my nx, my dx, my x1);
		if (row < 0) row = my ny + 1 + row;
		if (row < 1) row = 1;
		if (row > my ny) row = my ny;
		NUMvector_copyElements (my z [row], thy z [1], 1, my nx);
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not converted to Sound.");
	}
}

Sound Matrix_to_Sound (Matrix me) {
	try {
		autoSound thee = Thing_new (Sound);
		my structMatrix :: v_copy (thee.peek());
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not converted to Sound.");
	}
}

Matrix Sound_to_Matrix (Sound me) {
	try {
		autoMatrix thee = Thing_new (Matrix);
		my structMatrix :: v_copy (thee.peek());
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not converted to Matrix.");
	}
}

Sound Sound_upsample (Sound me) {
	try {
		long nfft = 1;
		while (nfft < my nx + 2000) nfft *= 2;
		autoSound thee = Sound_create (my ny, my xmin, my xmax, my nx * 2, my dx / 2, my x1);
		autoNUMvector <double> data (1, 2 * nfft);
		for (long channel = 1; channel <= my ny; channel ++) {
			NUMvector_copyElements (my z [channel], & data [1000], 1, my nx);
			NUMrealft (data.peek(), nfft, 1); therror
			long imin = (long) (nfft * 0.95);
			for (long i = imin + 1; i <= nfft; i ++) {
				data [i] *= ((double) (nfft - i)) / (nfft - imin);
			}
			data [2] = 0.0;
			NUMrealft (data.peek(), 2 * nfft, -1); therror
			double factor = 1.0 / nfft;
			for (long i = 1; i <= thy nx; i ++) {
				thy z [channel] [i] = data [i + 2000] * factor;
			}
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not upsampled.");
	}
}

Sound Sound_resample (Sound me, double samplingFrequency, long precision) {
	double upfactor = samplingFrequency * my dx;
	if (fabs (upfactor - 2) < 1e-6) return Sound_upsample (me);
	if (fabs (upfactor - 1) < 1e-6) return Data_copy (me);
	try {
		long numberOfSamples = floor ((my xmax - my xmin) * samplingFrequency + 0.5);
		if (numberOfSamples < 1)
			Melder_throw ("The resampled Sound would have no samples.");
		autoSound filtered = NULL;
		if (upfactor < 1.0) {   /* Need anti-aliasing filter? */
			long nfft = 1, antiTurnAround = 1000;
			while (nfft < my nx + antiTurnAround * 2) nfft *= 2;
			autoNUMvector <double> data (1, nfft);
			filtered.reset (Sound_create (my ny, my xmin, my xmax, my nx, my dx, my x1));
			for (long channel = 1; channel <= my ny; channel ++) {
				for (long i = 1; i <= nfft; i ++) {
					data [i] = 0;
				}
				NUMvector_copyElements (my z [channel], & data [antiTurnAround], 1, my nx);
				NUMrealft (data.peek(), nfft, 1); therror   // go to the frequency domain
				for (long i = floor (upfactor * nfft); i <= nfft; i ++) {
					data [i] = 0;   /* Filter away high frequencies. */
				}
				data [2] = 0.0;
				NUMrealft (data.peek(), nfft, -1); therror   // return to the time domain
				double factor = 1.0 / nfft;
				double *to = filtered -> z [channel];
				for (long i = 1; i <= my nx; i ++) {
					to [i] = data [i + antiTurnAround] * factor;
				}
			}
			me = filtered.peek();   // reference copy; remove at end
		}
		autoSound thee = Sound_create (my ny, my xmin, my xmax, numberOfSamples, 1.0 / samplingFrequency,
			0.5 * (my xmin + my xmax - (numberOfSamples - 1) / samplingFrequency));
		for (long channel = 1; channel <= my ny; channel ++) {
			double *from = my z [channel];
			double *to = thy z [channel];
			if (precision <= 1) {
				for (long i = 1; i <= numberOfSamples; i ++) {
					double x = thy x1 + (i - 1) * thy dx;   /* Sampled_indexToX (thee, i); */
					double index = (x - my x1) / my dx + 1;   /* Sampled_xToIndex (me, x); */
					long leftSample = floor (index);
					double fraction = index - leftSample;
					to [i] = leftSample < 1 || leftSample >= my nx ? 0.0 :
						(1 - fraction) * from [leftSample] + fraction * from [leftSample + 1];
				}
			} else {
				for (long i = 1; i <= numberOfSamples; i ++) {
					double x = thy x1 + (i - 1) * thy dx;   /* Sampled_indexToX (thee, i); */
					double index = (x - my x1) / my dx + 1;   /* Sampled_xToIndex (me, x); */
					to [i] = NUM_interpolate_sinc (my z [channel], my nx, index, precision);
				}
			}
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not resampled.");
	}
}

Sound Sounds_append (Sound me, double silenceDuration, Sound thee) {
	try {
		long nx_silence = floor (silenceDuration / my dx + 0.5), nx = my nx + nx_silence + thy nx;
		if (my ny != thy ny)
			Melder_throw ("The numbers of channels are not equal (e.g. one is mono, the other stereo).");
		if (my dx != thy dx)
			Melder_throw ("The sampling frequencies are not equal.");
		autoSound him = Sound_create (my ny, 0, nx * my dx, nx, my dx, 0.5 * my dx);
		for (long channel = 1; channel <= my ny; channel ++) {
			NUMvector_copyElements (my z [channel], his z [channel], 1, my nx);
			NUMvector_copyElements (thy z [channel], his z [channel] + my nx + nx_silence, 1, thy nx);
		}
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (me, " & ", thee, ": not appended.");
	}
}

Sound Sounds_concatenate_e (Collection me, double overlapTime) {
	try {
		long numberOfChannels = 0, nx = 0, numberOfSmoothingSamples;
		double dx = 0.0;
		for (long i = 1; i <= my size; i ++) {
			Sound sound = (Sound) my item [i];
			if (numberOfChannels == 0) {
				numberOfChannels = sound -> ny;
			} else if (sound -> ny != numberOfChannels) {
				Melder_throw ("To concatenate sounds, their numbers of channels (mono, stereo) must be equal.");
			}
			if (dx == 0.0) {
				dx = sound -> dx;
			} else if (sound -> dx != dx) {
				Melder_throw ("To concatenate sounds, their sampling frequencies must be equal.\n"
						"You could resample one or more of the sounds before concatenating.");
			}
			nx += sound -> nx;
		}
		numberOfSmoothingSamples = round (overlapTime / dx);
		autoSound thee = Sound_create (numberOfChannels, 0.0, nx * dx, nx, dx, 0.5 * dx);
		autoNUMvector <double> smoother;
		if (numberOfSmoothingSamples > 0) {
			smoother.reset (1, numberOfSmoothingSamples);
			double factor = NUMpi / numberOfSmoothingSamples;
			for (long i = 1; i <= numberOfSmoothingSamples; i ++) {
				smoother [i] = 0.5 - 0.5 * cos (factor * (i - 0.5));
			}
		}
		nx = 0;
		for (long i = 1; i <= my size; i ++) {
			Sound sound = (Sound) my item [i];
			if (numberOfSmoothingSamples > 2 * sound -> nx)
				Melder_throw ("At least one of the sounds is shorter than twice the overlap time.\nChoose a shorter overlap time.");
			bool thisIsTheFirstSound = ( i == 1 );
			bool thisIsTheLastSound = ( i == my size );
			bool weNeedSmoothingAtTheStartOfThisSound = ! thisIsTheFirstSound;
			bool weNeedSmoothingAtTheEndOfThisSound = ! thisIsTheLastSound;
			long numberOfSmoothingSamplesAtTheStartOfThisSound = weNeedSmoothingAtTheStartOfThisSound ? numberOfSmoothingSamples : 0;
			long numberOfSmoothingSamplesAtTheEndOfThisSound = weNeedSmoothingAtTheEndOfThisSound ? numberOfSmoothingSamples : 0;
			for (long channel = 1; channel <= numberOfChannels; channel ++) {
				for (long j = 1, mySample = 1, thySample = mySample + nx;
					 j <= numberOfSmoothingSamplesAtTheStartOfThisSound;
					 j ++, mySample ++, thySample ++)
				{
					thy z [channel] [thySample] += sound -> z [channel] [mySample] * smoother [j];   // add
				}
				NUMvector_copyElements (sound -> z [channel], thy z [channel] + nx,
					1 + numberOfSmoothingSamplesAtTheStartOfThisSound, sound -> nx - numberOfSmoothingSamplesAtTheEndOfThisSound);
				for (long j = 1, mySample = sound -> nx - numberOfSmoothingSamplesAtTheEndOfThisSound + 1, thySample = mySample + nx;
					 j <= numberOfSmoothingSamplesAtTheEndOfThisSound;
					 j ++, mySample ++, thySample ++)
				{
					thy z [channel] [thySample] = sound -> z [channel] [mySample] * smoother [numberOfSmoothingSamplesAtTheEndOfThisSound + 1 - j];   // replace (or add, which is the same since it's all zeroes to start with)
				}
			}
			nx += sound -> nx - numberOfSmoothingSamplesAtTheEndOfThisSound;
		}
		thy nx -= numberOfSmoothingSamples * (my size - 1);
		Melder_assert (thy nx == nx);
		thy xmax = thy nx * dx;
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw ("Sounds not concatenated.");
	}
}

Sound Sounds_convolve (Sound me, Sound thee, enum kSounds_convolve_scaling scaling, enum kSounds_convolve_signalOutsideTimeDomain signalOutsideTimeDomain) {
	try {
		if (my ny > 1 && thy ny > 1 && my ny != thy ny)
			Melder_throw ("The numbers of channels of the two sounds have to be equal or 1.");
		if (my dx != thy dx)
			Melder_throw ("The sampling frequencies of the two sounds have to be equal.");
		long n1 = my nx, n2 = thy nx;
		long n3 = n1 + n2 - 1, nfft = 1;
		while (nfft < n3) nfft *= 2;
		autoNUMvector <double> data1 (1, nfft);
		autoNUMvector <double> data2 (1, nfft);
		long numberOfChannels = my ny > thy ny ? my ny : thy ny;
		autoSound him = Sound_create (numberOfChannels, my xmin + thy xmin, my xmax + thy xmax, n3, my dx, my x1 + thy x1);
		for (long channel = 1; channel <= numberOfChannels; channel ++) {
			double *a = my z [my ny == 1 ? 1 : channel];
			for (long i = n1; i > 0; i --) data1 [i] = a [i];
			for (long i = n1 + 1; i <= nfft; i ++) data1 [i] = 0.0;
			a = thy z [thy ny == 1 ? 1 : channel];
			for (long i = n2; i > 0; i --) data2 [i] = a [i];
			for (long i = n2 + 1; i <= nfft; i ++) data2 [i] = 0.0;
			NUMrealft (data1.peek(), nfft, 1); therror
			NUMrealft (data2.peek(), nfft, 1); therror
			data2 [1] *= data1 [1];
			data2 [2] *= data1 [2];
			for (long i = 3; i <= nfft; i += 2) {
				double temp = data1 [i] * data2 [i] - data1 [i + 1] * data2 [i + 1];
				data2 [i + 1] = data1 [i] * data2 [i + 1] + data1 [i + 1] * data2 [i];
				data2 [i] = temp;
			}
			NUMrealft (data2.peek(), nfft, -1); therror
			a = him -> z [channel];
			for (long i = 1; i <= n3; i ++) {
				a [i] = data2 [i];
			}
		}
		switch (signalOutsideTimeDomain) {
			case kSounds_convolve_signalOutsideTimeDomain_ZERO: {
				// do nothing
			} break;
			case kSounds_convolve_signalOutsideTimeDomain_SIMILAR: {
				for (long channel = 1; channel <= numberOfChannels; channel ++) {
					double *a = his z [channel];
					double edge = n1 < n2 ? n1 : n2;
					for (long i = 1; i < edge; i ++) {
						double factor = edge / i;
						a [i] *= factor;
						a [n3 + 1 - i] *= factor;
					}
				}
			} break;
			//case kSounds_convolve_signalOutsideTimeDomain_PERIODIC: {
				// do nothing
			//} break;
			default: Melder_fatal ("Sounds_convolve: unimplemented outside-time-domain strategy %d", signalOutsideTimeDomain);
		}
		switch (scaling) {
			case kSounds_convolve_scaling_INTEGRAL: {
				Vector_multiplyByScalar (him.peek(), my dx / nfft);
			} break;
			case kSounds_convolve_scaling_SUM: {
				Vector_multiplyByScalar (him.peek(), 1.0 / nfft);
			} break;
			case kSounds_convolve_scaling_NORMALIZE: {
				double normalizationFactor = Matrix_getNorm (me) * Matrix_getNorm (thee);
				if (normalizationFactor != 0.0) {
					Vector_multiplyByScalar (him.peek(), 1.0 / nfft / normalizationFactor);
				}
			} break;
			case kSounds_convolve_scaling_PEAK_099: {
				Vector_scale (him.peek(), 0.99);
			} break;
			default: Melder_fatal ("Sounds_convolve: unimplemented scaling %d", scaling);
		}
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (me, " & ", thee, ": not convolved.");
	}
}

Sound Sounds_crossCorrelate (Sound me, Sound thee, enum kSounds_convolve_scaling scaling, enum kSounds_convolve_signalOutsideTimeDomain signalOutsideTimeDomain) {
	try {
		if (my ny > 1 && thy ny > 1 && my ny != thy ny)
			Melder_throw ("The numbers of channels of the two sounds have to be equal or 1.");
		if (my dx != thy dx)
			Melder_throw ("The sampling frequencies of the two sounds have to be equal.");
		long numberOfChannels = my ny > thy ny ? my ny : thy ny;
		long n1 = my nx, n2 = thy nx;
		long n3 = n1 + n2 - 1, nfft = 1;
		while (nfft < n3) nfft *= 2;
		autoNUMvector <double> data1 (1, nfft);
		autoNUMvector <double> data2 (1, nfft);
		double my_xlast = my x1 + (n1 - 1) * my dx;
		autoSound him = Sound_create (numberOfChannels, thy xmin - my xmax, thy xmax - my xmin, n3, my dx, thy x1 - my_xlast);
		for (long channel = 1; channel <= numberOfChannels; channel ++) {
			double *a = my z [my ny == 1 ? 1 : channel];
			for (long i = n1; i > 0; i --) data1 [i] = a [i];
			for (long i = n1 + 1; i <= nfft; i ++) data1 [i] = 0.0;
			a = thy z [thy ny == 1 ? 1 : channel];
			for (long i = n2; i > 0; i --) data2 [i] = a [i];
			for (long i = n2 + 1; i <= nfft; i ++) data2 [i] = 0.0;
			NUMrealft (data1.peek(), nfft, 1); therror
			NUMrealft (data2.peek(), nfft, 1); therror
			data2 [1] *= data1 [1];
			data2 [2] *= data1 [2];
			for (long i = 3; i <= nfft; i += 2) {
				double temp = data1 [i] * data2 [i] + data1 [i + 1] * data2 [i + 1];   // reverse me by taking the conjugate of data1
				data2 [i + 1] = data1 [i] * data2 [i + 1] - data1 [i + 1] * data2 [i];   // reverse me by taking the conjugate of data1
				data2 [i] = temp;
			}
			NUMrealft (data2.peek(), nfft, -1); therror
			a = him -> z [channel];
			for (long i = 1; i < n1; i ++) {
				a [i] = data2 [i + (nfft - (n1 - 1))];   // data for the first part ("negative lags") is at the end of data2
			}
			for (long i = 1; i <= n2; i ++) {
				a [i + (n1 - 1)] = data2 [i];   // data for the second part ("positive lags") is at the beginning of data2
			}
		}
		switch (signalOutsideTimeDomain) {
			case kSounds_convolve_signalOutsideTimeDomain_ZERO: {
				// do nothing
			} break;
			case kSounds_convolve_signalOutsideTimeDomain_SIMILAR: {
				for (long channel = 1; channel <= numberOfChannels; channel ++) {
					double *a = his z [channel];
					double edge = n1 < n2 ? n1 : n2;
					for (long i = 1; i < edge; i ++) {
						double factor = edge / i;
						a [i] *= factor;
						a [n3 + 1 - i] *= factor;
					}
				}
			} break;
			//case kSounds_convolve_signalOutsideTimeDomain_PERIODIC: {
				// do nothing
			//} break;
			default: Melder_fatal ("Sounds_crossCorrelate: unimplemented outside-time-domain strategy %d", signalOutsideTimeDomain);
		}
		switch (scaling) {
			case kSounds_convolve_scaling_INTEGRAL: {
				Vector_multiplyByScalar (him.peek(), my dx / nfft);
			} break;
			case kSounds_convolve_scaling_SUM: {
				Vector_multiplyByScalar (him.peek(), 1.0 / nfft);
			} break;
			case kSounds_convolve_scaling_NORMALIZE: {
				double normalizationFactor = Matrix_getNorm (me) * Matrix_getNorm (thee);
				if (normalizationFactor != 0.0) {
					Vector_multiplyByScalar (him.peek(), 1.0 / nfft / normalizationFactor);
				}
			} break;
			case kSounds_convolve_scaling_PEAK_099: {
				Vector_scale (him.peek(), 0.99);
			} break;
			default: Melder_fatal ("Sounds_crossCorrelate: unimplemented scaling %d", scaling);
		}
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (me, " & ", thee, ": not cross-correlated.");
	}
}

Sound Sound_autoCorrelate (Sound me, enum kSounds_convolve_scaling scaling, enum kSounds_convolve_signalOutsideTimeDomain signalOutsideTimeDomain) {
	try {
		long numberOfChannels = my ny, n1 = my nx, n2 = n1 + n1 - 1, nfft = 1;
		while (nfft < n2) nfft *= 2;
		autoNUMvector <double> data (1, nfft);
		double my_xlast = my x1 + (n1 - 1) * my dx;
		autoSound thee = Sound_create (numberOfChannels, my xmin - my xmax, my xmax - my xmin, n2, my dx, my x1 - my_xlast);
		for (long channel = 1; channel <= numberOfChannels; channel ++) {
			double *a = my z [channel];
			for (long i = n1; i > 0; i --) data [i] = a [i];
			for (long i = n1 + 1; i <= nfft; i ++) data [i] = 0.0;
			NUMrealft (data.peek(), nfft, 1); therror
			data [1] *= data [1];
			data [2] *= data [2];
			for (long i = 3; i <= nfft; i += 2) {
				data [i] = data [i] * data [i] + data [i + 1] * data [i + 1];
				data [i + 1] = 0.0;   // reverse me by taking the conjugate of data1
			}
			NUMrealft (data.peek(), nfft, -1); therror
			a = thy z [channel];
			for (long i = 1; i < n1; i ++) {
				a [i] = data [i + (nfft - (n1 - 1))];   // data for the first part ("negative lags") is at the end of data
			}
			for (long i = 1; i <= n1; i ++) {
				a [i + (n1 - 1)] = data [i];   // data for the second part ("positive lags") is at the beginning of data
			}
		}
		switch (signalOutsideTimeDomain) {
			case kSounds_convolve_signalOutsideTimeDomain_ZERO: {
				// do nothing
			} break;
			case kSounds_convolve_signalOutsideTimeDomain_SIMILAR: {
				for (long channel = 1; channel <= numberOfChannels; channel ++) {
					double *a = thy z [channel];
					double edge = n1;
					for (long i = 1; i < edge; i ++) {
						double factor = edge / i;
						a [i] *= factor;
						a [n2 + 1 - i] *= factor;
					}
				}
			} break;
			//case kSounds_convolve_signalOutsideTimeDomain_PERIODIC: {
				// do nothing
			//} break;
			default: Melder_fatal ("Sounds_autoCorrelate: unimplemented outside-time-domain strategy %d", signalOutsideTimeDomain);
		}
		switch (scaling) {
			case kSounds_convolve_scaling_INTEGRAL: {
				Vector_multiplyByScalar (thee.peek(), my dx / nfft);
			} break;
			case kSounds_convolve_scaling_SUM: {
				Vector_multiplyByScalar (thee.peek(), 1.0 / nfft);
			} break;
			case kSounds_convolve_scaling_NORMALIZE: {
				double normalizationFactor = Matrix_getNorm (me) * Matrix_getNorm (me);
				if (normalizationFactor != 0.0) {
					Vector_multiplyByScalar (thee.peek(), 1.0 / nfft / normalizationFactor);
				}
			} break;
			case kSounds_convolve_scaling_PEAK_099: {
				Vector_scale (thee.peek(), 0.99);
			} break;
			default: Melder_fatal ("Sounds_autoCorrelate: unimplemented scaling %d", scaling);
		}
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": autocorrelation not computed.");
	}
}

void Sound_draw (Sound me, Graphics g,
	double tmin, double tmax, double minimum, double maximum, bool garnish, const wchar *method)
{
	long ixmin, ixmax;
	bool treversed = tmin > tmax;
	if (treversed) { double temp = tmin; tmin = tmax; tmax = temp; }
	/*
	 * Automatic domain.
	 */
	if (tmin == tmax) {
		tmin = my xmin;
		tmax = my xmax;
	}
	/*
	 * Domain expressed in sample numbers.
	 */
	Matrix_getWindowSamplesX (me, tmin, tmax, & ixmin, & ixmax);
	/*
	 * Automatic vertical range.
	 */
	if (minimum == maximum) {
		Matrix_getWindowExtrema (me, ixmin, ixmax, 1, my ny, & minimum, & maximum);
		if (minimum == maximum) {
			minimum -= 1.0;
			maximum += 1.0;
		}
	}
	/*
	 * Set coordinates for drawing.
	 */
	Graphics_setInner (g);
	for (long channel = 1; channel <= my ny; channel ++) {
		Graphics_setWindow (g, treversed ? tmax : tmin, treversed ? tmin : tmax,
			minimum - (my ny - channel) * (maximum - minimum),
			maximum + (channel - 1) * (maximum - minimum));
		if (wcsstr (method, L"bars") || wcsstr (method, L"Bars")) {
			for (long ix = ixmin; ix <= ixmax; ix ++) {
				double x = Sampled_indexToX (me, ix);
				double y = my z [channel] [ix];
				double left = x - 0.5 * my dx, right = x + 0.5 * my dx;
				if (y > maximum) y = maximum;
				if (left < tmin) left = tmin;
				if (right > tmax) right = tmax;
				Graphics_line (g, left, y, right, y);
				Graphics_line (g, left, y, left, minimum);
				Graphics_line (g, right, y, right, minimum);
			}
		} else if (wcsstr (method, L"poles") || wcsstr (method, L"Poles")) {
			for (long ix = ixmin; ix <= ixmax; ix ++) {
				double x = Sampled_indexToX (me, ix);
				Graphics_line (g, x, 0, x, my z [channel] [ix]);
			}
		} else if (wcsstr (method, L"speckles") || wcsstr (method, L"Speckles")) {
			for (long ix = ixmin; ix <= ixmax; ix ++) {
				double x = Sampled_indexToX (me, ix);
				Graphics_fillCircle_mm (g, x, my z [channel] [ix], 1.0);
			}
		} else {
			/*
			 * The default: draw as a curve.
			 */
			Graphics_function (g, my z [channel], ixmin, ixmax,
				Matrix_columnToX (me, ixmin), Matrix_columnToX (me, ixmax));
		}
	}
	Graphics_setWindow (g, treversed ? tmax : tmin, treversed ? tmin : tmax, minimum, maximum);
	if (garnish && my ny == 2) Graphics_line (g, tmin, 0.5 * (minimum + maximum), tmax, 0.5 * (minimum + maximum));
	Graphics_unsetInner (g);
	if (garnish) {
		Graphics_drawInnerBox (g);
		Graphics_textBottom (g, 1, L"Time (s)");
		Graphics_marksBottom (g, 2, 1, 1, 0);
		Graphics_setWindow (g, tmin, tmax, minimum - (my ny - 1) * (maximum - minimum), maximum);
		Graphics_markLeft (g, minimum, 1, 1, 0, NULL);
		Graphics_markLeft (g, maximum, 1, 1, 0, NULL);
		if (minimum != 0.0 && maximum != 0.0 && (minimum > 0.0) != (maximum > 0.0)) {
			Graphics_markLeft (g, 0.0, 1, 1, 1, NULL);
		}
		if (my ny == 2) {
			Graphics_setWindow (g, treversed ? tmax : tmin, treversed ? tmin : tmax, minimum, maximum + (my ny - 1) * (maximum - minimum));
			Graphics_markRight (g, minimum, 1, 1, 0, NULL);
			Graphics_markRight (g, maximum, 1, 1, 0, NULL);
			if (minimum != 0.0 && maximum != 0.0 && (minimum > 0.0) != (maximum > 0.0)) {
				Graphics_markRight (g, 0.0, 1, 1, 1, NULL);
			}
		}
	}
}

static double interpolate (Sound me, long i1, long channel)
/* Precondition: my z [1] [i1] != my z [1] [i1 + 1]; */
{
	long i2 = i1 + 1;
	double x1 = Sampled_indexToX (me, i1), x2 = Sampled_indexToX (me, i2);
	double y1 = my z [channel] [i1], y2 = my z [channel] [i2];
	return x1 + (x2 - x1) * y1 / (y1 - y2);   /* Linear. */
}
double Sound_getNearestZeroCrossing (Sound me, double position, long channel) {
	double *amplitude = my z [channel];
	long leftSample = Sampled_xToLowIndex (me, position);
	long rightSample = leftSample + 1, ileft, iright;
	double leftZero, rightZero;
	/* Are we already at a zero crossing? */
	if (leftSample >= 1 && rightSample <= my nx &&
		(amplitude [leftSample] >= 0.0) !=
		(amplitude [rightSample] >= 0.0))
	{
		return interpolate (me, leftSample, channel);
	}
	/* Search to the left. */
	if (leftSample > my nx) return NUMundefined;
	for (ileft = leftSample - 1; ileft >= 1; ileft --)
		if ((amplitude [ileft] >= 0.0) != (amplitude [ileft + 1] >= 0.0))
		{
			leftZero = interpolate (me, ileft, channel);
			break;
		}
	/* Search to the right. */
	if (rightSample < 1) return NUMundefined;
	for (iright = rightSample + 1; iright <= my nx; iright ++)
		if ((amplitude [iright] >= 0.0) != (amplitude [iright - 1] >= 0.0))
		{
			rightZero = interpolate (me, iright - 1, channel);
			break;
		}
	if (ileft < 1 && iright > my nx) return NUMundefined;
	return ileft < 1 ? rightZero : iright > my nx ? leftZero :
		position - leftZero < rightZero - position ? leftZero : rightZero;
}

void Sound_setZero (Sound me, double tmin_in, double tmax_in, int roundTimesToNearestZeroCrossing) {
	Function_unidirectionalAutowindow (me, & tmin_in, & tmax_in);
	Function_intersectRangeWithDomain (me, & tmin_in, & tmax_in);
	for (long channel = 1; channel <= my ny; channel ++) {
		double tmin = tmin_in, tmax = tmax_in;
		if (roundTimesToNearestZeroCrossing) {
			if (tmin > my xmin) tmin = Sound_getNearestZeroCrossing (me, tmin_in, channel);
			if (tmax < my xmax) tmax = Sound_getNearestZeroCrossing (me, tmax_in, channel);
		}
		if (tmin == NUMundefined) tmin = my xmin;
		if (tmax == NUMundefined) tmax = my xmax;
		long imin, imax;
		Sampled_getWindowSamples (me, tmin, tmax, & imin, & imax);
		for (long i = imin; i <= imax; i ++) {
			my z [channel] [i] = 0.0;
		}
	}
}

Sound Sound_createFromToneComplex (double startingTime, double endTime, double sampleRate,
	int phase, double frequencyStep, double firstFrequency, double ceiling, long numberOfComponents)
{
	try {
		if (frequencyStep == 0.0)
			Melder_throw ("Frequency step must not be zero.");
		/*
		 * Translate default firstFrequency.
		 */
		if (firstFrequency <= 0.0) firstFrequency = frequencyStep;
		double firstOmega = 2 * NUMpi * firstFrequency;
		/*
		 * Translate default ceiling.
		 */
		double omegaStep = 2 * NUMpi * frequencyStep, nyquistFrequency = 0.5 * sampleRate;
		if (ceiling <= 0.0 || ceiling > nyquistFrequency) ceiling = nyquistFrequency;
		/*
		 * Translate number of components.
		 */
		long maximumNumberOfComponents = floor ((ceiling - firstFrequency) / frequencyStep) + 1;
		if (numberOfComponents <= 0 || numberOfComponents > maximumNumberOfComponents)
			numberOfComponents = maximumNumberOfComponents;
		if (numberOfComponents < 1)
			Melder_throw ("Zero sine waves.");
		/*
		 * Generate the Sound.
		 */
		double factor = 0.99 / numberOfComponents;
		autoSound me = Sound_create (1, startingTime, endTime, floor ((endTime - startingTime) * sampleRate + 0.5),
			1 / sampleRate, startingTime + 0.5 / sampleRate);
		double *amplitude = my z [1];
		for (long isamp = 1; isamp <= my nx; isamp ++) {
			double value = 0.0, t = Sampled_indexToX (me.peek(), isamp);
			double omegaStepT = omegaStep * t, firstOmegaT = firstOmega * t;
			if (phase == Sound_TONE_COMPLEX_SINE)
				for (long icomp = 1; icomp <= numberOfComponents; icomp ++)
					value += sin (firstOmegaT + (icomp - 1) * omegaStepT);
			else
				for (long icomp = 1; icomp <= numberOfComponents; icomp ++)
					value += cos (firstOmegaT + (icomp - 1) * omegaStepT);
			amplitude [isamp] = value * factor;
		}
		return me.transfer();
	} catch (MelderError) {
		Melder_throw ("Sound not created from tone complex.");
	}
}

void Sound_multiplyByWindow (Sound me, enum kSound_windowShape windowShape) {
	for (long channel = 1; channel <= my ny; channel ++) {
		long i, n = my nx;
		double *amp = my z [channel];
		double imid, edge, onebyedge1, factor;
		switch (windowShape) {
			case kSound_windowShape_RECTANGULAR:
				;
			break;
			case kSound_windowShape_TRIANGULAR:   /* "Bartlett" */
				for (i = 1; i <= n; i ++) { double phase = (double) i / n;   /* 0..1 */
					amp [i] *= 1.0 - fabs ((2.0 * phase - 1.0)); }
			break;
			case kSound_windowShape_PARABOLIC:   /* "Welch" */
				for (i = 1; i <= n; i ++) { double phase = (double) i / n;
					amp [i] *= 1.0 - (2.0 * phase - 1.0) * (2.0 * phase - 1.0); }
			break;
			case kSound_windowShape_HANNING:
				for (i = 1; i <= n; i ++) { double phase = (double) i / n;
					amp [i] *= 0.5 * (1.0 - cos (2.0 * NUMpi * phase)); }
			break;
			case kSound_windowShape_HAMMING:
				for (i = 1; i <= n; i ++) { double phase = (double) i / n;
					amp [i] *= 0.54 - 0.46 * cos (2.0 * NUMpi * phase); }
			break;
			case kSound_windowShape_GAUSSIAN_1:
				imid = 0.5 * (n + 1), edge = exp (-3.0), onebyedge1 = 1 / (1.0 - edge);   /* -0.5..+0.5 */
				for (i = 1; i <= n; i ++) { double phase = ((double) i - imid) / n;
					amp [i] *= (exp (-12.0 * phase * phase) - edge) * onebyedge1; }
			break;
			case kSound_windowShape_GAUSSIAN_2:
				imid = 0.5 * (double) (n + 1), edge = exp (-12.0), onebyedge1 = 1 / (1.0 - edge);
				for (i = 1; i <= n; i ++) { double phase = ((double) i - imid) / n;
					amp [i] *= (exp (-48.0 * phase * phase) - edge) * onebyedge1; }
			break;
			case kSound_windowShape_GAUSSIAN_3:
				imid = 0.5 * (double) (n + 1), edge = exp (-27.0), onebyedge1 = 1 / (1.0 - edge);
				for (i = 1; i <= n; i ++) { double phase = ((double) i - imid) / n;
					amp [i] *= (exp (-108.0 * phase * phase) - edge) * onebyedge1; }
			break;
			case kSound_windowShape_GAUSSIAN_4:
				imid = 0.5 * (double) (n + 1), edge = exp (-48.0), onebyedge1 = 1 / (1.0 - edge);
				for (i = 1; i <= n; i ++) { double phase = ((double) i - imid) / n;
					amp [i] *= (exp (-192.0 * phase * phase) - edge) * onebyedge1; }
			break;
			case kSound_windowShape_GAUSSIAN_5:
				imid = 0.5 * (double) (n + 1), edge = exp (-75.0), onebyedge1 = 1 / (1.0 - edge);
				for (i = 1; i <= n; i ++) { double phase = ((double) i - imid) / n;
					amp [i] *= (exp (-300.0 * phase * phase) - edge) * onebyedge1; }
			break;
			case kSound_windowShape_KAISER_1:
				imid = 0.5 * (double) (n + 1);
				factor = 1 / NUMbessel_i0_f (2 * NUMpi);
				for (i = 1; i <= n; i ++) { double phase = 2 * ((double) i - imid) / n;   /* -1..+1 */
					double root = 1 - phase * phase;
					amp [i] *= root <= 0.0 ? 0.0 : factor * NUMbessel_i0_f (2 * NUMpi * sqrt (root)); }
			break;
			case kSound_windowShape_KAISER_2:
				imid = 0.5 * (double) (n + 1);
				factor = 1 / NUMbessel_i0_f (2 * NUMpi * NUMpi + 0.5);
				for (i = 1; i <= n; i ++) { double phase = 2 * ((double) i - imid) / n;   /* -1..+1 */
					double root = 1 - phase * phase;
					amp [i] *= root <= 0.0 ? 0.0 : factor * NUMbessel_i0_f ((2 * NUMpi * NUMpi + 0.5) * sqrt (root)); }
			break;
			default:
			break;
		}
	}
}

void Sound_scaleIntensity (Sound me, double newAverageIntensity) {
	double currentIntensity = Sound_getIntensity_dB (me), factor;
	if (currentIntensity == NUMundefined) return;
	factor = pow (10, (newAverageIntensity - currentIntensity) / 20.0);
	for (long channel = 1; channel <= my ny; channel ++) {
		for (long i = 1; i <= my nx; i ++) {
			my z [channel] [i] *= factor;
		}
	}
}

void Sound_overrideSamplingFrequency (Sound me, double rate) {
	my dx = 1 / rate;
	my x1 = my xmin + 0.5 * my dx;
	my xmax = my xmin + my nx * my dx;
}

Sound Sound_extractPart (Sound me, double t1, double t2, enum kSound_windowShape windowShape, double relativeWidth, bool preserveTimes) {
	try {
		/*
		 * We do not clip to the Sound's time domain.
		 * Any samples outside it are taken to be zero.
		 */

		/*
		 * Autowindow.
		 */
		if (t1 == t2) { t1 = my xmin; t2 = my xmax; };
		/*
		 * Allow window tails outside specified domain.
		 */
		if (relativeWidth != 1.0) {
			double margin = 0.5 * (relativeWidth - 1) * (t2 - t1);
			t1 -= margin;
			t2 += margin;
		}
		/*
		 * Determine index range. We use all the real or virtual samples that fit within [t1..t2].
		 */
		long ix1 = 1 + (long) ceil ((t1 - my x1) / my dx);
		long ix2 = 1 + (long) floor ((t2 - my x1) / my dx);
		if (ix2 < ix1) Melder_throw ("Extracted Sound would contain no samples.");
		/*
		 * Create sound, optionally shifted to [0..t2-t1].
		 */
		autoSound thee = Sound_create (my ny, t1, t2, ix2 - ix1 + 1, my dx, my x1 + (ix1 - 1) * my dx);
		if (! preserveTimes) { thy xmin = 0.0; thy xmax -= t1; thy x1 -= t1; }
		/*
		 * Copy only *real* samples into the new sound.
		 * The *virtual* samples will remain at zero.
		 */
		for (long channel = 1; channel <= my ny; channel ++) {
			NUMvector_copyElements (my z [channel], thy z [channel] + 1 - ix1,
					( ix1 < 1 ? 1 : ix1 ), ( ix2 > my nx ? my nx : ix2 ));
		}
		/*
		 * Multiply by a window that extends throughout the target domain.
		 */
		Sound_multiplyByWindow (thee.peek(), windowShape);
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": part not extracted.");
	}
}

void Sound_filterWithFormants (Sound me, double tmin, double tmax,
	int numberOfFormants, double formant [], double bandwidth [])
{
	try {
		for (long channel = 1; channel <= my ny; channel ++) {
			if (tmax <= tmin) { tmin = my xmin; tmax = my xmax; }   // autowindowing
			long itmin, itmax;
			long n = Sampled_getWindowSamples (me, tmin, tmax, & itmin, & itmax);
			if (n <= 2)
				Melder_throw ("Sound too short.");
			double *amplitude = my z [channel] + itmin - 1;   // base 1
			NUMdeemphasize_f (amplitude, n, my dx, 50.0);
			for (int iformant = 1; iformant <= numberOfFormants; iformant ++) {
				NUMfilterSecondOrderSection_fb (amplitude, n, my dx, formant [iformant], bandwidth [iformant]);
			}
		}
		Matrix_scaleAbsoluteExtremum (me, 0.99);
	} catch (MelderError) {
		Melder_throw (me, ": not filtered.");
	}
}

Sound Sound_filter_oneFormant (Sound me, double frequency, double bandwidth) {
	try {
		autoSound thee = Data_copy (me);
		Sound_filterWithOneFormantInline (thee.peek(), frequency, bandwidth);
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not filtered (one formant).");
	}
}

void Sound_filterWithOneFormantInline (Sound me, double frequency, double bandwidth) {
	for (long channel = 1; channel <= my ny; channel ++) {
		NUMfilterSecondOrderSection_fb (my z [channel], my nx, my dx, frequency, bandwidth);
	}
	Matrix_scaleAbsoluteExtremum (me, 0.99);
}

Sound Sound_filter_preemphasis (Sound me, double frequency) {
	try {
		autoSound thee = Data_copy (me);
		Sound_preEmphasis (thee.peek(), frequency);
		Matrix_scaleAbsoluteExtremum (thee.peek(), 0.99);
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not filtered (pre-emphasis).");
	}
}

Sound Sound_filter_deemphasis (Sound me, double frequency) {
	try {
		autoSound thee = Data_copy (me);
		Sound_deEmphasis (thee.peek(), frequency);
		Matrix_scaleAbsoluteExtremum (thee.peek(), 0.99);
		return thee.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not filtered (de-emphasis).");
	}
}

void Sound_reverse (Sound me, double tmin, double tmax) {
	if (tmax <= tmin) { tmin = my xmin; tmax = my xmax; }   // autowindowing
	long itmin, itmax;
	long n = Sampled_getWindowSamples (me, tmin, tmax, & itmin, & itmax) / 2;
	for (long channel = 1; channel <= my ny; channel ++) {
		double *amp = my z [channel];
		for (long i = 0; i < n; i ++) {
			double dummy = amp [itmin + i];
			amp [itmin + i] = amp [itmax - i];
			amp [itmax - i] = dummy;
		}
	}
}

Sound Sounds_crossCorrelate_short (Sound me, Sound thee, double tmin, double tmax, int normalize) {
	try {
		if (my dx != thy dx)
			Melder_throw ("Sampling frequencies are not equal.");
		if (my ny != thy ny)
			Melder_throw ("Numbers of channels are not equal.");
		double dt = my dx;
		double dphase = (thy x1 - my x1) / dt;
		dphase -= floor (dphase);   /* A number between 0 and 1. */
		long i1 = ceil (tmin / dt - dphase);   /* Index of first sample if sample at dphase has index 0. */
		long i2 = floor (tmax / dt - dphase);   /* Index of last sample if sample at dphase has index 0. */
		long nt = i2 - i1 + 1;
		if (nt < 1)
			Melder_throw ("Window too small.");
		double t1 = (dphase + i1) * dt;
		autoSound him = Sound_create (1, tmin, tmax, nt, dt, t1);
		for (long i = 1; i <= nt; i ++) {
			long di = i - 1 + i1;
			for (long ime = 1; ime <= my nx; ime ++) {
				if (ime + di < 1) continue;
				if (ime + di > thy nx) break;
				for (long channel = 1; channel <= my ny; channel ++) {
					his z [1] [i] += my z [channel] [ime] * thy z [channel] [ime + di];
				}
			}
		}
		if (normalize) {
			double mypower = 0.0, thypower = 0.0;
			for (long channel = 1; channel <= my ny; channel ++) {
				for (long i = 1; i <= my nx; i ++) {
					double value = my z [channel] [i];
					mypower += value * value;
				}
				for (long i = 1; i <= thy nx; i ++) {
					double value = thy z [channel] [i];
					thypower += value * value;
				}
			}
			if (mypower != 0.0 && thypower != 0.0) {
				double factor = 1.0 / (sqrt (mypower) * sqrt (thypower));
				for (long i = 1; i <= nt; i ++) {
					his z [1] [i] *= factor;
				}
			}
		} else {
			double factor = dt / my ny;
			for (long i = 1; i <= nt; i ++) {
				his z [1] [i] *= factor;
			}
		}
		return him.transfer();
	} catch (MelderError) {
		Melder_throw (me, ": not cross-correlated.");
	}
}

/* End of file Sound.cpp */
