praat/dwtools/KlattTable.cpp

/* KlattTable.cpp
 *
 * Copyright (C) 2008-2017 David Weenink
 *
 * This code 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 code 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 work. If not, see <http://www.gnu.org/licenses/>.
 */

/* The README file that accompanied the version 3.03 softare:

Klatt Cascade-Parallel Formant Synthesizer v 3.03 (April 1994)
--------------------------------------------------------------

Jon Iles           j.p.iles@cs.bham.ac.uk
Nick Ing-Simmons   nicki@lobby.ti.com

History
-------

This file contains a version of the Klatt Cascade-Parallel Formant
Speech Synthesizer. The software for this synthesizer was originally
described in (1) and an updated version of the software
was described in (2). The most recent version of the software
synthesizer as described in (2) is commercially available from
Sensimetrics Inc. (3)

The code contained within this directory is a translation of the
original Fortran, into C, by Dennis Klatt. In terms of the two
articles referred to above, this version seems to be the mid point of the
development between the two systems described.


Modifications
-------------

The main part of the code in this directory was posted to comp.speech
in early 1993 as part of a crude text to speech conversion system. The
code taken from comp.speech seemed to have been modified considerably
from the original, and for use of the synthesizer in research it was
necessary to "fix" the changes that had been made. The major changes
that have been made are:

1. Re-introduced the parallel-only / cascade-parallel switch. This
allows choice of synthesis method, either using both branches, or just
using the parallel branch.

2. Correct use of bandwidth parameters. One of the cascade bandwidth
parameters was being wrongly used in the parallel branch of the
synthesizer.

3. Modified operation of natural voicing source. The amplitude of the
natural voicing source was very much smaller than the amplitude of the
impulse source, making it difficult to swap between them to evaluate
the differences.

4. Removed the software synthesizer from the context of a text to
speech system. The synthesizer is now a stand-alone program, accepting
input as a set of parameters from a file, and allowing output to a
file or to stdout.

5. Increased the number of parameters available for use in the input
file. The original comp.speech software made assumptions about a
number of the control parameters. To provide the greatest flexibility,
these parameters have been made specific in the input file. It is
important to note that the input file format is NOT compatible with
that used by the software originally posted to the comp.speech news group.

6. Added command line options to control the parameters that remain
constant during synthesis.

7. Added F0 flutter control, as described in (2).

8. Subsequently the code in parwave was re-written by Nick to improve
efficiency, and add a more acceptable ANSI style, and generally make
an elegant implementation.

9. Further re-writes have been carried out to remove all global references.
All parameters are passed around in structures.

10. The facility to use a sampled natural excitation waveform has been
implemented. Naturalness of the resulting synthetic speech can be greatly
improved by using the glottal excitation waveform from a natural speaker,
especially if it is the speaker on whose voice the synthesis is actually
based. This may be obtained indirectly by inverse-filtering a vowel.

11. This synthesizer appears in modified form as part of Nick's
rsynth text-to-speech system. This may be found at svr-ftp.eng.cam.ac.uk
in comp.speech/sources.

12. Fixed bug to the antiresonator code that caused overflow problems
when compiling on a PC

13. Various minor modifications to ensure correct compilation using
Microsoft C 7.0 (tested) and Borland C (untested).

14. Modified random number generation for noise production as
previously it was dependent on the size of the "long" type.

Input File Format
-----------------

The input file consists of a series of parameter frames. Each frame of
parameters (usually) represents 10ms of audio output, although this
figure can be adjusted down to 1ms per frame. The parameters in each
frame are described below. To avoid confusion, note that the cascade
and parallel branch of the synthesizer duplicate some of the control
parameters.

f0	This is the fundamental frequency (pitch) of the utterance
	in this case it is specified in steps of 0.1 Hz, hence 100Hz
	will be represented by a value of 1000.

av    	Amplitude of voicing for the cascade branch of the
	synthesizer in dB0. Range 0-70, value usually 60 for a vowel sound.

f1    	First formant frequency in 200-1300 Hz.

b1    	Cascade branch bandwidth of first formant in the range 40-1000 Hz.

f2     	Second formant frequency in the range 550 - 3000 Hz.

b2      Cascade branch bandwidth of second  formant in the range 40-1000 Hz.

f3      Third formant frequency in the range 1200-4999 Hz.

b3      Cascade branch bandwidth of third formant in the range 40-1000 Hz.

f4      Fourth formant frequency in 1200-4999 Hz.

b4      Cascade branch bandwidth of fourth formant in the range 40-1000 Hz.

f5      Fifth formant frequency in the range 1200-4999 Hz.

b5      Cascade branch bandwidth of fifth formant in the range 40-1000 Hz.

f6      Sixth formant frequency in the range 1200-4999 Hz.

b6      Cascade branch bandwidth of sixth formant in the range 40-2000 Hz.

fnz  	Frequency of the nasal zero in the range 248-528 Hz.
	(cascade branch only) 	An implementation of a Klatt cascade-parallel formant synthesizer.
	A re-implementation in C of Dennis Klatt's Fortran code, by:

		Jon Iles (j.p.iles@cs.bham.ac.uk)
		Nick Ing-Simmons (nicki@lobby.ti.com)

	This code is a slightly modified version of the code of


bnz   	Bandwidth of the nasal zero in the range 40-1000 Hz
	(cascade branch only)

fnp   	Frequency of the nasal pole in the range 248-528 Hz

bnp   	Bandwidth of the nasal pole in the range 40-1000 Hz

ah    	Amplitude of aspiration 0-70 dB.

kopen 	Open quotient of voicing waveform, range 0-60, usually 30.
	Will influence the gravelly or smooth quality of the voice.
	Only works with impulse and antural simulations. For the
	sampled glottal excitation waveform the open quotient is fixed.

aturb 	Amplitude of turbulence 0-80 dB. A value of 40 is useful. Can be
	used to simulate "breathy" voice quality.

tilt  	Spectral tilt in dB, range 0-24. Tilts down the output spectrum.
	The value refers to dB down at 3Khz. Increasing the value emphasizes
	the low frequency content of the speech and attenuates the high
	frequency content.

af    	Amplitude of frication in dB, range 0-80 (parallel branch)

skew  	Spectral Skew - skewness of alternate periods, range 0-40

a1    	Amplitude of first formant in the parallel branch, in 0-80 dB.

b1p  	Bandwidth of the first formant in the parallel branch, in Hz.

a2    	Amplitude of parallel branch second formant.

b2p   	Bandwidth of parallel branch second formant.

a3    	Amplitude of parallel branch third formant.

b3p	Bandwidth of parallel branch third formant.

a4    	Amplitude of parallel branch fourth formant.

b4p   	Bandwidth of parallel branch fourth formant.

a5	Amplitude of parallel branch fifth formant.

b5p   	Bandwidth of parallel branch fifth formant.

a6	Amplitude of parallel branch sixth formant.

b6p   	Bandwidth of parallel branch sixth formant.

anp   	Amplitude of the parallel branch nasal formant.

ab    	Amplitude of bypass frication in dB. 0-80.

avp	Amplitude of voicing for the parallel branch, 0-70 dB.

gain  	Overall gain in dB range 0-80.



Command Line Options
--------------------

-h Displays a help message.

-i <filename> sets input filename.

-o <outfile> sets output filename.
   If output filename not specified, stdout is used.

-q quiet - print no messages.

-t <n> select output waveform (RTFC !)

-c select cascade-parallel configuration.
   Parallel only configuration is default.

-n <number> Number of formants in cascade branch.
   Default is 5.

-s <n> set sample rate
   Default is 10Khz.

-f <n> set number of milliseconds per frame.
   Default is 10ms per frame

-v <n> Specifies that the voicing source to be used.
   1 = impulse train.
   2 = natural simulation.
   3 = natural samples.
   Default is natural voicing

-V <filename> Specifies the filename for a sampled natural excitation
   waveform. See man page for format details.

-r <n> Output raw binary samples, rather than ASCII integer samples.
   1 = high byte, low byte arrangement.
   2 = low byte, high byte arrangement.

-F <percent> percentage of f0 flutter
   Default is 0


Example Parameter File
----------------------

Some example parameter files for a short segments of speech are included in
this distribution. e.g. file called example1.par. Use the following
to produce the output waveforms:

	klatt -i example1.par -o example1.dat -f 5 -v 2
	klatt -i example2.par -o example2.dat -f 5 -s 16000 -v 2

The '-r' option can be used to produce raw binary output, which can
then be converted to many different formats using utilities such as
'sox' (sound exchange) which are available from major ftp sites.

An example is given below of conversion to the ulaw encoded format
used by Sun Sparc SLC's

sox -r 16000 -s -w example.raw -r 8000 -b -U example.au

Beware of the byte ordering of your machine - if the above procedure
produces distored rubbish, try using -r 2 instead of -r 1. This just
reverses the byte ordering in the raw binary output file. It is also
worth noting that the above example reduces the quality of the output,
as the sampling rate is being halved and the number of bits per sample
is being halved. Ideally output should be at 16kHz with 16 bits per
sample.


Notes
-----

This code 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 1, or (at your option)
any later version.

This code 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 work; if not, write to the Free Software
Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.

Bug reports, comments etc. to j.p.iles@cs.bham.ac.uk


References
----------

(1) @article{klatt1980,
     AUTHOR = {Klatt,D.H.},
     JOURNAL = {Journal of the Acoustic Society of America},
     PAGES = {971--995},
     TITLE = {Software for a cascade/parallel formant synthesizer},
     VOLUME = {67},
     NUMBER = {3},
     MONTH = {March},
     YEAR =  1980}


(2) @Article{klatt1990,
  author = 	 "Klatt,D.H. and Klatt, L.C.",
  title = 	 "Analysis, synthesis and perception of voice quality
		  variations among female and male talkers.",
  journal = 	 "Journal of the Acoustical Society of America",
  year = 	 "1990",
  volume = 	 "87",
  number = 	 "2",
  pages = 	 "820--857",
  month = 	 "February"}

(3) Dr. David Williams  at

Sensimetrics Corporation,
64 Sidney Street,
Cambridge,
MA  02139.
Fax: (617) 225-0470
Tel: (617) 225-2442
e-mail sensimetrics@sens.com
*/

/*
  djmw 20081019 first implementation.
  djmw 20081128 Parallel section: rnp filters dif(source)+frication instead of source only.
  djmw 20090708 +Table_to_KlattTable, KlattTable_to_Table
  djmw 20110308 Thing_new + struct KlattFrame -> struct structKlattFrame
  djmw 20110329 Table_get(Numeric|String)Value is now Table_get(Numeric|String)Value_Assert
*/

#include "KlattTable.h"
#include "Resonator.h"

Thing_implement (KlattTable, Table, 0);

#define CASCADE_PARALLEL 1         /* Type of synthesis model */
#define ALL_PARALLEL     2
#define KlattTable_NPAR	40        /* Number of control parameters */
#define MAX_SAM          20000     /* Maximum sample rate */
#define IMPULSIVE        1         /* Type of voicing source */
#define NATURAL          2
#define SAMPLED          3

#define NUMBER_OF_SAMPLES 100
#define SAMPLE_FACTOR 0.00001

/* Structure for Klatt Parameters */
typedef struct structKlattFrame {
	integer F0hz10;	/* Voicing fund freq in units of 0.1 Hz */
	integer AVdb;	/* Amp of voicing in dB, 0 to 70 */
	integer Fhz [9];	/* Formant freqs in Hz */
	integer Bhz [9];	/* bandwidths in Hz */
	integer Bphz [7];	/* Bandwidths, parallel branch */
	integer A [7];	/* Formant amplitudes parallel branch */
	integer FNZhz;	/* Nasal zero freq in Hz,  248 to  528     */
	integer BNZhz;	/* Nasal zero bw in Hz,             40 to 1000 */
	integer FNPhz;	/* Nasal pole freq in Hz,           248 to  528 */
	integer BNPhz;	/* Nasal pole bw in Hz,             40 to 1000 */
	integer ah;	/* Amp of aspiration in dB,         0 to   70 */
	integer Kopen;	/* # of samples in open period,     10 to   65 */
	integer Aturb;	/* Breathiness in voicing,          0 to   80 */
	integer TLTdb;	/* Voicing spectral tilt in dB,     0 to   24 */
	integer AF;	/* Amp of frication in dB,          0 to   80 */
	integer Kskew;	/* Skewness of alternate periods,   0 to   40 in sample#/2 */
	integer ANP;	/* Amp of par nasal pole in dB,     0 to   80 */
	integer AB;	/* Amp of bypass fric. in dB,       0 to   80 */
	integer AVpdb;	/* Amp of voicing,  par in dB,      0 to   70 */
	integer Gain0;	/* Overall gain, 60 dB is unity,    0 to   60 */
} *KlattFrame;

static const conststring32 columnNames = U"f0 av f1 b1 f2 b2 f3 b3 f4 b4 f5 b5 f6 b6 fnz bnz fnp bnp ah kopen aturb tilt af skew a1 b1p a2 b2p a3 b3p a4 b4p a5 b5p a6 b6p anp ab avp gain";
static const conststring32 columnNamesA [KlattTable_NPAR + 1] = {U"", U"f0", U"av", U"f1", U"b1", U"f2", U"b2", U"f3", U"b3", U"f4", U"b4", U"f5", U"b5", U"f6", U"b6", U"fnz", U"bnz", U"fnp", U"bnp", U"ah", U"kopen", U"aturb", U"tilt", U"af", U"skew", U"a1", U"b1p", U"a2", U"b2p", U"a3", U"b3p", U"a4", U"b4p", U"a5", U"b5p", U"a6", U"b6p", U"anp", U"ab", U"avp", U"gain"};

static double DBtoLIN (integer dB) {
	static const double amptable [88] = {
		0.0,
		0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,
		0.0, 0.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 13.0, 14.0,
		16.0, 18.0, 20.0, 22.0, 25.0, 28.0, 32.0, 35.0, 40.0, 45.0,
		51.0, 57.0, 64.0, 71.0, 80.0, 90.0, 101.0, 114.0, 128.0, 142.0,
		159.0, 179.0, 202.0, 227.0, 256.0, 284.0, 318.0, 359.0, 405.0, 455.0,
		512.0, 568.0, 638.0, 719.0, 811.0, 911.0, 1024.0, 1137.0, 1276.0, 1438.0,
		1622.0, 1823.0, 2048.0, 2273.0, 2552.0, 2875.0, 3244.0, 3645.0, 4096.0, 4547.0,
		5104.0, 5751.0, 6488.0, 7291.0, 8192.0, 9093.0, 10207.0, 11502.0, 12976.0, 14582.0,
		16384.0, 18350.0, 20644.0, 23429.0, 26214.0, 29491.0, 32767
	};
	return (dB < 0) || (dB > 87) ? 0 : amptable [dB] * .001;
}

/* Structure for Klatt Globals */


typedef struct structKlattGlobal {
	int synthesis_model; /* cascade-parallel or all-parallel */
	int outsl;       	/* Output waveform selector                      */
	integer samrate;     /* Number of output samples per second           */
	integer FLPhz ;      /* Frequeny of glottal downsample low-pass filter */
	integer BLPhz ;      /* Bandwidth of glottal downsample low-pass filter */
	integer nfcascade;   /* Number of formants in cascade vocal tract    */
	int glsource;    	/* Type of glottal source */
	int f0_flutter;   	/* Percentage of f0 flutter 0-100 */
	integer nspfr;       /* number of samples per frame */
	integer nper;        /* Counter for number of samples in a pitch period */
	integer ns;
	integer T0;          /* Fundamental period in output samples times 4 */
	integer nopen;       /* Number of samples in open phase of period    */
	integer nmod;        /* Position in period to begin noise amp. modul */
	integer Kopen;       /* # of samples in open period,     10 to   65 */
	integer Kskew;       /* Skewness of alternate periods,   0 to   40 in sample#/2 */
	double TLTdb;       /* Voicing spectral tilt in dB,     0 to   24 */
	integer nrand;       /* Varible used by random number generator      */
	double pulse_shape_a;  /* Makes waveshape of glottal pulse when open   */
	double pulse_shape_b;  /* Makes waveshape of glottal pulse when open   */
	double onemd;
	double decay;
	double amp_bypas; /* AB converted to linear gain              */
	double AVdb; /* Amp of voicing in dB, 0 to 70 */
	double amp_voice; /* AVdb converted to linear gain            */
	double par_amp_voice; /* AVpdb converted to linear gain       */
	double amp_aspir; /* AP converted to linear gain              */
	double amp_frica; /* AF converted to linear gain              */
	double Aturb;	/* Breathiness in voicing,          0 to   80 */
	double amp_breth; /* ATURB converted to linear gain           */
	double amp_gain0; /* G0 converted to linear gain              */
	integer num_samples; /* number of glottal samples */
	double sample_factor; /* multiplication factor for glottal samples */
	short *natural_samples; /* pointer to an array of glottal samples */
	integer F0hz10; /* Voicing fund freq in units of 0.1 Hz */
	integer original_f0; /* original value of f0 not modified by flutter (kanweg) */
	autoResonator rp [7], rc [9], rnpp, rnpc, rgl, rlp, rout;
	autoAntiResonator rnz;
} *KlattGlobal;

autoKlattTable KlattTable_readFromRawTextFile (MelderFile fs) {
	try {
		autoMatrix thee = Matrix_readFromRawTextFile (fs);
		Melder_require (thy nx == KlattTable_NPAR, U"A KlattTable needs ",  KlattTable_NPAR, U" columns.");

		autoKlattTable me = Thing_new (KlattTable);
		Table_initWithColumnNames (me.get(), thy ny, columnNames);
		for (integer irow = 1; irow <= thy ny; irow ++) {
			for (integer jcol = 1; jcol <= KlattTable_NPAR; jcol ++) {
				double val = thy z [irow] [jcol];
				if (jcol > 3 && jcol < 13 && (jcol % 2 == 0) && val <= 0) { // bw == 0?
					val = thy z [irow] [jcol - 1] / 10;
				}
				Table_setNumericValue ( (Table) me.get(), irow, jcol, val);
			}
		}
		return me;
	} catch (MelderError) {
		Melder_throw (U"KlattTable not read from file.");
	}
}

static void KlattGlobal_free (KlattGlobal me) {
	for (integer i = 1; i <= 8; i ++) {
		my rc [i].reset();
		if (i <= 6) {
			my rp [i].reset();
		}
	}
	my rnpp.reset();
	my rnpc.reset();
	my rnz.reset();
	my rgl.reset();
	my rlp.reset();
	my rout.reset();
	Melder_free (me);
}

static KlattGlobal KlattGlobal_create (double samplingFrequency) {
	KlattGlobal me = 0;
	try {
		me = (KlattGlobal) _Melder_calloc_f (1, sizeof (struct structKlattGlobal));

		my samrate = Melder_ifloor (samplingFrequency);
		double dT = 1.0 / my samrate;

		for (integer i = 1; i <= 8; i ++) {
			my rc [i] = Resonator_create (dT, Resonator_NORMALISATION_H0);
			if (i <= 6) {
				my rp [i] = Resonator_create (dT, Resonator_NORMALISATION_H0);
			}
		}
		my rnpp = Resonator_create (dT, Resonator_NORMALISATION_H0);
		my rnpc = Resonator_create (dT, Resonator_NORMALISATION_H0);
		my rgl = Resonator_create (dT, Resonator_NORMALISATION_H0);
		my rlp = Resonator_create (dT, Resonator_NORMALISATION_H0);
		my rout = Resonator_create (dT, Resonator_NORMALISATION_H0);
		my rnz = AntiResonator_create (dT);
		return me;
	} catch (MelderError) {
		KlattGlobal_free (me);
		Melder_throw (U"KlattGlobal not created.");
	}
}

static void KlattGlobal_init (KlattGlobal me, int synthesisModel, int numberOfFormants, int glottalSource,
                              double frameDuration, integer flutter, int outputType) {
	static short natural_samples [NUMBER_OF_SAMPLES] = {
		-310, -400, 530, 356, 224, 89, 23, -10, -58, -16, 461, 599, 536, 701, 770,
		605, 497, 461, 560, 404, 110, 224, 131, 104, -97, 155, 278, -154, -1165,
		-598, 737, 125, -592, 41, 11, -247, -10, 65, 92, 80, -304, 71, 167, -1, 122,
		233, 161, -43, 278, 479, 485, 407, 266, 650, 134, 80, 236, 68, 260, 269, 179,
		53, 140, 275, 293, 296, 104, 257, 152, 311, 182, 263, 245, 125, 314, 140, 44,
		203, 230, -235, -286, 23, 107, 92, -91, 38, 464, 443, 176, 98, -784, -2449,
		-1891, -1045, -1600, -1462, -1384, -1261, -949, -730
	};

	my nspfr = Melder_ifloor (my samrate * frameDuration); /* average number of samples per frame */
	my synthesis_model = synthesisModel;
	my nfcascade = numberOfFormants;
	my glsource = glottalSource;
	my natural_samples = natural_samples;
	my num_samples = NUMBER_OF_SAMPLES;
	my sample_factor = (float) SAMPLE_FACTOR;
	my outsl = outputType;
	my f0_flutter = flutter;

	my FLPhz = Melder_ifloor (0.0950 * my samrate); // depends on samplingFrequency ????
	my BLPhz = Melder_ifloor (0.0630 * my samrate);
	Filter_setFB (my rlp.get(), my FLPhz, my BLPhz);
}

static KlattFrame KlattFrame_create () {
	return Melder_malloc (structKlattFrame, 1);
}

static void KlattFrame_free (KlattFrame me) {
	Melder_free (me);
}

autoKlattTable KlattTable_create (double frameDuration, double totalDuration) {
	try {
		autoKlattTable me = Thing_new (KlattTable);
		integer nrows = Melder_ifloor (totalDuration / frameDuration) + 1;
		Table_initWithColumnNames (me.get(), nrows, columnNames);
		return me;
	} catch (MelderError) {
		Melder_throw (U"KlattTable not created.");
	}
}

//static void frame_init(KlattGlobal_ptr globals, KlattFrame_ptr frame)
static void KlattGlobal_getFrame (KlattGlobal me, KlattFrame thee) {
	double amp_parF [7] = {0, 0.4, 0.15, 0.06, 0.04, 0.022, 0.03};

	my F0hz10 = thy F0hz10;
	my original_f0 = my F0hz10 / 10;
	my Kopen = thy Kopen;
	my Kskew = thy Kskew;
	my TLTdb = thy TLTdb;

	my Aturb = thy Aturb;
	my AVdb = thy AVdb;
	my AVdb -= 7;
	if (my AVdb < 0) {
		my AVdb = 0;
	}
	my amp_aspir = DBtoLIN (thy ah) * 0.05;
	my amp_frica = DBtoLIN (thy AF) * 0.25;
	my par_amp_voice = DBtoLIN (thy AVpdb);
	double amp_parFNP = DBtoLIN (thy ANP) * 0.6;
	my amp_bypas = DBtoLIN (thy AB) * 0.05;
	thy Gain0 -= 3;
	if (thy Gain0 <= 0) {
		thy Gain0 = 57;
	}
	my amp_gain0 = DBtoLIN (thy Gain0);

	/* Set coefficients of variable cascade resonators */

	for (integer i = 8; i > 0; i--) {
		if (my nfcascade >= i) {
			Filter_setFB (my rc [i].get(), thy Fhz [i], thy Bhz [i]);
		}
	}

	/* Set coefficients of nasal resonator and zero antiresonator */

	Filter_setFB (my rnpc.get(), thy FNPhz, thy BNPhz);
	Filter_setFB (my rnz.get(), thy FNZhz, thy BNZhz);

	/* Set coefficients of parallel resonators, and amplitude of outputs */

	for (integer i = 1; i <= 6; i ++) {
		Filter_setFB (my rp [i].get(), thy Fhz [i], thy Bphz [i]);
		my rp [i] -> a *= amp_parF [i] * DBtoLIN (thy A [i]);
	}

	Filter_setFB (my rnpp.get(), thy FNPhz, thy BNPhz);
	my rnpp -> a *= amp_parFNP;

	/* output low-pass filter */

	Filter_setFB (my rout.get(), 0, (integer) (my samrate / 2));
}

/*
This function adds F0 flutter, as specified in:

"Analysis, synthesis and perception of voice quality variations among
female and male talkers" D.H. Klatt and L.C. Klatt JASA 87(2) February 1990.

Flutter is added by applying a quasi-random element constructed from three
slowly varying sine waves.
*/

static void KlattFrame_flutter (KlattGlobal me) {
	static integer time_count = 0;
	double fla = (double) my f0_flutter / 50;
	double flb = (double) my original_f0 / 100;
	double flc = sin (2 * NUMpi * 12.7 * time_count);
	double fld = sin (2 * NUMpi * 7.1 * time_count);
	double fle = sin (2 * NUMpi * 4.7 * time_count);
	double delta_f0 =  fla * flb * (flc + fld + fle) * 10;
	my F0hz10 += (integer) delta_f0;
	time_count ++;
}

/*
  Random number generator (return a number between -8191 and +8191)
  Noise spectrum is tilted down by soft low-pass filter having a pole near
    the origin in the z-plane, i.e. output = input + (0.75 * lastoutput)
*/
static double KlattGlobal_gen_noise (KlattGlobal me) {   // ppgb: dit was een float; kan niet goed zijn
	static double nlast = 0;
	double noise;

	my nrand = ( (rand() % (int) ( ( (8191) + 1) - (-8191))) + (-8191));
	noise = my nrand + (0.75 * nlast);
	nlast = noise;

	return noise;
}

/*
Generate a low pass filtered train of impulses as an approximation of
a natural excitation waveform. Low-pass filter the differentiated impulse
with a critically-damped second-order filter, time constant proportional
to Kopen.
*/
static double KlattGlobal_impulsive_source (KlattGlobal me) {   // ppgb: dit was een float; kan niet goed zijn
	static double doublet [] = {0.0, 13000000.0, -13000000.0};
	static double vwave;

	vwave = my nper < 3 ? doublet [my nper] : 0;

	return Filter_getOutput (my rgl.get(), vwave);
}

/*
Vwave is the differentiated glottal flow waveform, there is a weak
spectral zero around 800 Hz, magic constants a,b reset pitch synchronously.
*/
static double KlattGlobal_natural_source (KlattGlobal me) {   // ppgb: dit was een float; kan niet goed zijn
	static double vwave = 0;
	double lgtemp = 0;

	if (my nper < my nopen) {
		my pulse_shape_a -= my pulse_shape_b;
		vwave += my pulse_shape_a;
		lgtemp = vwave * 0.028;
	} else {
		vwave = 0.0;
	}
	return lgtemp;
}

/* Allows the use of a glottal excitation waveform sampled from a real voice. */
static double KlattGlobal_sampled_source (KlattGlobal me) {   // ppgb: dit was een float; kan niet goed zijn
	double result = 0;

	if (my T0 != 0) {
		double ftemp = my nper;
		ftemp *= my num_samples / my T0;
		integer itemp = Melder_ifloor (ftemp);

		double temp_diff = ftemp - itemp;

		integer current_value = my natural_samples [itemp];
		integer  next_value = my natural_samples [itemp + 1];

		double diff_value = next_value - current_value;
		diff_value = diff_value * temp_diff;

		result = my natural_samples [itemp] + diff_value;
		result = result * my sample_factor;
	}

	return result;
}

/*
  Reset selected parameters pitch-synchronously.


  Constant B0 controls shape of glottal pulse as a function
	of desired duration of open phase N0
	(Note that N0 is specified in terms of 40,000 samples/sec of speech)

  Assume voicing waveform V(t) has form: k1 t**2 - k2 t**3

  If the radiation characterivative, a temporal derivative
  is folded in, and we go from continuous time to discrete
  integers n:  dV/dt = vwave [n]
                        = sum over i=1,2,...,n of { a - (i * b) }
                        = a n  -  b/2 n**2

  where the  constants a and b control the detailed shape
  and amplitude of the voicing waveform over the open
  portion of the voicing cycle "nopen".

  Let integral of dV/dt have no net dc flow --> a = (b * nopen) / 3

  Let maximum of dUg(n)/dn be constant --> b = gain / (nopen * nopen)
  meaning as nopen gets bigger, V has bigger peak proportional to n

  Thus, to generate the table below for 40 <= nopen <= 263:

  B0 [nopen - 40] = 1920000 / (nopen * nopen)

  Modified calculation by djmw 20081127
  Given a and b as above (which are wrong, see below) V' [n]= b*N/3*n - b/2*n^2.
  V' [N]=b/3*N^2-b/2*N^2=b/6*N^2
  Given the table B0 for N=40, b=1200 and V' [N]=1200/6*(40)^2=320000
  Also b=G/N^2 then V' [n]=-G/6 (=1920000/6=320000)!


  (We have not implemented the following correct calculations in the code) N=nopen
  dV/dt = vwave [n]=sum(i=1, n, a-i*b) = a*n-b*1/2*n*(n+1)=(a-b/2)*n-b/2 * n^2
  (Here they forgot that sum(i=1,N,i)=1/2*n*(n+1) ! )
  We want the sum(i=1,N, dV/dt [n])==0, therefore (a-b/2)*1/2*N*(N+1)-b*1/2*1/6*N*(N+1)*(2*N+1)==0.
  It follows that (a-b/2) - b*1/6*(2*N+1)==0 => a = b*(N+2)/3
  we can rewrite with only b: V' [n] = b/2 {(2N+1)/3*n - n^2}
  The maximum of V' [n] is where (2N+1)/3-2n==0 => for n=(2N+1)/6
  This maximum is b/2{(2N+1)/3*(2N+1)/(2*3)-((2N+1)/(2*3))^2} = 1/72*b*(2N+1)^2
  The minimum is at n=N and equals V' [N]=b/6 {N-N^2}.
  This minimum has larger amplitude than the maximum.
  b = 6*gain/(N^2-N), b approx 6*gain/N^2. With a maximum gain of 32767 we arrive at
  b= 196602 / (N^2-N) Their value is 20*log10(1920000/196602) = 19.79 dB too high!
  The noise is in the range [-8192,8192],
*/

static void KlattGlobal_pitch_synch_par_reset (KlattGlobal me) {
	static integer skew;
	static short B0 [224] = {
		1200, 1142, 1088, 1038, 991, 948, 907, 869, 833, 799, 768, 738, 710, 683, 658,
		634, 612, 590, 570, 551, 533, 515, 499, 483, 468, 454, 440, 427, 415, 403,
		391, 380, 370, 360, 350, 341, 332, 323, 315, 307, 300, 292, 285, 278, 272,
		265, 259, 253, 247, 242, 237, 231, 226, 221, 217, 212, 208, 204, 199, 195,
		192, 188, 184, 180, 177, 174, 170, 167, 164, 161, 158, 155, 153, 150, 147,
		145, 142, 140, 137, 135, 133, 131, 128, 126, 124, 122, 120, 119, 117, 115,
		113, 111, 110, 108, 106, 105, 103, 102, 100, 99, 97, 96, 95, 93, 92, 91, 90,
		88, 87, 86, 85, 84, 83, 82, 80, 79, 78, 77, 76, 75, 75, 74, 73, 72, 71,
		70, 69, 68, 68, 67, 66, 65, 64, 64, 63, 62, 61, 61, 60, 59, 59, 58, 57,
		57, 56, 56, 55, 55, 54, 54, 53, 53, 52, 52, 51, 51, 50, 50, 49, 49, 48, 48,
		47, 47, 46, 46, 45, 45, 44, 44, 43, 43, 42, 42, 41, 41, 41, 41, 40, 40,
		39, 39, 38, 38, 38, 38, 37, 37, 36, 36, 36, 36, 35, 35, 35, 35, 34, 34, 33,
		33, 33, 33, 32, 32, 32, 32, 31, 31, 31, 31, 30, 30, 30, 30, 29, 29, 29, 29,
		28, 28, 28, 28, 27, 27
	};

	if (my F0hz10 > 0) {
		/* T0 is 4* the number of samples in one pitch period */

		my T0 = (40 * my samrate) / my F0hz10;


		my amp_voice = DBtoLIN (Melder_ifloor (my AVdb));

		/* Duration of period before amplitude modulation */

		my nmod = my T0;
		if (my AVdb > 0) {
			my nmod >>= 1;
		}

		/* Breathiness of voicing waveform */

		my amp_breth = DBtoLIN (Melder_ifloor (my Aturb)) * 0.1;

		/* Set open phase of glottal period where  40 <= open phase <= 263 */

		my nopen = 4 * my Kopen;

		if ( (my glsource == IMPULSIVE) && (my nopen > 263)) {
			my nopen = 263;
		}

		if (my nopen >= (my T0 - 1)) {
			my nopen = my T0 - 2;
			Melder_warning (U"Glottal open period cannot exceed T0, truncated");
		}

		if (my nopen < 40) {
			/* F0 max = 1000 Hz */
			my nopen = 40;
			Melder_warning (U"Warning: minimum glottal open period is 10 samples.\n"
			                U"truncated, nopen = ", my nopen);
		}


		/* Reset a & b, which determine shape of "natural" glottal waveform */

		my pulse_shape_b = B0 [my nopen - 40];
		my pulse_shape_a = (my pulse_shape_b * my nopen) * 0.333;

		/* Reset width of "impulsive" glottal pulse */

		integer temp = my samrate / my nopen;

		Filter_setFB (my rgl.get(), 0, temp); // Only used for impulsive source.

		/* Make gain at F1 about constant */

		double temp1 = my nopen * 0.00833;
		my rgl -> a *= temp1 * temp1;

		/* Truncate skewness so as not to exceed duration of closed phase of glottal period. */

		temp = my T0 - my nopen;
		if (my Kskew > temp) {
			Melder_information (U"Kskew duration=", my Kskew, U" > glottal closed period=",
			                    my T0 - my nopen, U" truncate");
			my Kskew = temp;
		}
		if (skew >= 0) {
			skew = my Kskew;
		} else {
			skew = - my Kskew;
		}

		/* Add skewness to closed portion of voicing period */

		my T0 = my T0 + skew;
		skew = - skew;
	} else {
		my T0 = 4;                     /* Default for f0 undefined */
		my amp_voice = 0.0;
		my nmod = my T0;
		my amp_breth = 0.0;
		my pulse_shape_a = 0.0;
		my pulse_shape_b = 0.0;
	}

	/* Reset these pars pitch synchronously or at update rate if f0=0 */

	if ( (my T0 != 4) || (my ns == 0)) {
		/* Set one-pole low-pass filter that tilts glottal source */

		my decay = (0.033 * my TLTdb);
		my onemd = my decay > 0.0 ? 1.0 - my decay : 1;
	}
}

// This is Klatt80 with improved source model.
static void KlattGlobal_synthesizeFrame (KlattGlobal me, short *output) {
	double out, frics, glotout, aspiration, par_glotout, noise, sourc, voice = 0;
	static double vlast = 0, glotlast = 0;

	KlattFrame_flutter (me);

	/* MAIN LOOP, for each output sample of current frame: */

	for (my ns = 0; my ns < my nspfr; my ns ++) {

		/* Get low-passed random number for aspiration and frication noise */

		noise = KlattGlobal_gen_noise (me);

		/*
			Amplitude modulate noise (reduce noise amplitude during
			second half of glottal period) if voicing simultaneously present.
		*/

		if (my nper > my nmod) {
			noise *= 0.5;
		}

		/* Compute frication noise */

		frics = my amp_frica * noise;

		/*
			Compute voicing waveform. Run glottal source simulation at 4
			times normal sample rate to minimize quantization noise in
			period of female voice.
		*/

		for (integer n4 = 0; n4 < 4; n4 ++) {
			switch (my glsource) {
				case IMPULSIVE:
					voice = KlattGlobal_impulsive_source (me);
					break;
				case NATURAL:
					voice = KlattGlobal_natural_source (me);
					break;
				case SAMPLED:
					voice = KlattGlobal_sampled_source (me);
					break;
			}

			/* Reset period when counter 'nper' reaches T0 */

			if (my nper >= my T0) {
				my nper = 0;
				KlattGlobal_pitch_synch_par_reset (me);
			}

			/*
				Low-pass filter voicing waveform before downsampling from 4*samrate
				to samrate samples/sec.  Resonator f=.09*samrate, bw=.06*samrate
			*/

			voice = Filter_getOutput (my rlp.get(), voice);

			/* Increment counter that keeps track of 4*samrate samples per sec */

			my nper ++;
		}

		/*
		Tilt spectrum of voicing source down by soft low-pass filtering, amount
		of tilt determined by TLTdb
		*/

		voice = (voice * my onemd) + (vlast * my decay);
		vlast = voice;

		/*
		Add breathiness during glottal open phase. Amount of breathiness
		determined by parameter Aturb Use nrand rather than noise because
		noise is low-passed.
		*/

		if (my nper < my nopen) {
			voice += my amp_breth * my nrand;
		}

		/* Set voicing amplitude */

		glotout = my amp_voice * voice;
		par_glotout = my par_amp_voice * voice;

		/* Compute aspiration amplitude and add to voicing source */

		aspiration = my amp_aspir * noise;
		glotout += aspiration;

		par_glotout += aspiration;


		/*
		Cascade vocal tract, excited by laryngeal sources.
		Nasal antiresonator, then formants FNP, F5, F4, F3, F2, F1
		*/

		if (my synthesis_model != ALL_PARALLEL) {
			out = Filter_getOutput (my rnz.get(), glotout); /* anti resonator */
			out = Filter_getOutput (my rnpc.get(), out);

			for (integer i = 8; i > 0; i--) {
				if (my nfcascade >= i) {
					out = Filter_getOutput (my rc [i].get(), out);
				}
			}
		} else {
			/* we are not using the cascade tract, set out to zero */
			out = 0;
		}

		/* Excite parallel F1 and FNP by voicing waveform */

		sourc = par_glotout;        /* Source is voicing plus aspiration */

		/*
		Standard parallel vocal tract Formants F6,F5,F4,F3,F2,
		outputs added with alternating sign. Sound sourc for other
		parallel resonators is frication plus first difference of
		voicing waveform.

		In Klatt80:
			source: through r1,
			diff(source)+frication: through filters rnp, r2, r3, r4
			frication: through r5, r6 and ab.
		In the original code of Iles and Ing it was
			source: through r1 and rnp
			diff(source)+frication: r2, r3, r4 , r5, r6, ab

		Problem: The source signal is already v' [n], and we are differentiating here again ???
		*/

		out += Filter_getOutput (my rp [1].get(), sourc);

		sourc = frics + par_glotout - glotlast; // diff
		glotlast = par_glotout;

		out += Filter_getOutput (my rnpp.get(), sourc);

		for (integer i = 6; i >= 2; i--) {
			if (my nfcascade >= i) {
				out = Filter_getOutput (my rp [i].get(), sourc) - out;
			}
		}

		double outbypas = my amp_bypas * sourc;
		out = outbypas - out;


		if (my outsl != 0) {
			switch (my outsl) {
				case 1:
					out = voice;
					break;
				case 2:
					out = aspiration;
					break;
				case 3:
					out = frics;
					break;
				case 4:
					out = glotout;
					break;
				case 5:
					out = par_glotout;
					break;
				case 6:
					out = outbypas;
					break;
				case 7:
					out = sourc;
					break;
			}
		}

		out = Filter_getOutput (my rout.get(), out);

		double temp = out * my amp_gain0;  /* Convert back to integer */

		if (temp < -32768.0) {
			temp = -32768.0;
		}
		if (temp >	32767.0) {
			temp =  32767.0;
		}
		*output ++ = temp;   // ppgb: truncatie naar 0, dus compressie; is dat de bedoeling?
	}
}

static int KlattTable_checkLimits (KlattTable me) {
	integer nviolations_upper [KlattTable_NPAR + 1] = { 0 }, nviolations_lower [KlattTable_NPAR + 1] = { 0 };
	integer lower [KlattTable_NPAR + 1] = { 0, // dummy
		10, 0,  // f0, av
		200, 40, 550, 40, 1200, 40, 1200, 40, 1200, 40, 1200, 40, // f1,b1 -- f6,b6
		248, 40, 248, 40, // fnz, bnz, fnp, bnp
		0, 0, 0, 0, 0, 0, // ah, kopen, aturb, tilt, af, skew
		0, 40, 0, 40, 0, 40, 0, 40, 0, 40, 0, 40, // a1,b1p -- a6,b6p
		0, 0, 0, 0 // anp, ab, avp, gain
	};
	integer upper [KlattTable_NPAR + 1] = { 0, // dummy
		10000, 70,   // f0, av
		1300, 1000, 3000, 1000, 4999, 1000, 4999, 1000, 6999, 1000, 7000, 1000,  // f1,b1 -- f6,b6
		528, 1000, 528, 1000, // fnz, bnz, fnp, bnp
		70, 60, 80, 24, 80, 40,  // ah, kopen, aturb, tilt, af, skew
		80, 1000, 80, 1000, 80, 1000, 80, 1000, 80, 1000, 80, 1000, // a1,b1p -- a6,b6p
		80, 80, 70, 80  // anp, ab, avp, gain
	};

	integer nv = 0;
	for (integer irow = 1; irow <= my rows.size; irow ++) {
		for (integer j = 1; j <= KlattTable_NPAR; j ++) {
			integer val = Table_getNumericValue_Assert (me, irow, j);   // ppgb: truncatie? kan dat kloppen?
			if (val < lower [j]) {
				nviolations_lower [j] ++;
				nv ++;
			} else if (val > upper [j]) {
				nviolations_upper [j] ++;
				nv ++;
			}
		}
	}
	if (nv > 0) {
		MelderInfo_open ();
		MelderInfo_writeLine (U"Diagnostics for KlattTable \"", Thing_getName (me), U"\":");
		MelderInfo_writeLine (U"Number of frames: ", my rows.size);
		for (integer j = 1; j <= KlattTable_NPAR; j ++) {
			if (nviolations_lower [j] > 0) {
				if (nviolations_upper [j] > 0) {
					MelderInfo_writeLine (columnNamesA [j], U": ", nviolations_lower [j], U" frame(s) < min = ", nviolations_lower [j], U"; ",
						nviolations_upper [j], U" frame(s) > max = ", upper [j]);
				} else {
					MelderInfo_writeLine (columnNamesA [j], U": ", nviolations_lower [j], U" frame(s) < min = ", lower [j]);
				}
			} else if (nviolations_upper [j] > 0) {
				MelderInfo_writeLine (columnNamesA [j], U": ", nviolations_upper [j], U" frame(s) > max = ", upper [j]);
			}
		}
		MelderInfo_close ();
		return 0;
	}
	return 1;
}

autoSound KlattTable_to_Sound (KlattTable me, double samplingFrequency, int synthesisModel, int numberOfFormants, double frameDuration, int glottalSource, double flutter, int outputType) {
	KlattGlobal thee = 0;
	KlattFrame frame = 0;
	try {
		integer numberOfSamples = 1, par [KlattTable_NPAR + 1];

		if (! KlattTable_checkLimits (me)) {
			Melder_warning (U"Some values in the KlattTable are outside the limits, the resulting sound may sound weird.");
		}
		thee = KlattGlobal_create (samplingFrequency);
		frame = KlattFrame_create ();
		autoNUMvector <short> iwave ((integer) 0, MAX_SAM);
		thy samrate = Melder_ifloor (samplingFrequency);

		KlattGlobal_init (thee, synthesisModel, numberOfFormants, glottalSource, frameDuration, Melder_ifloor (flutter), outputType);

		autoSound him = Sound_createSimple (1, frameDuration * my rows.size, samplingFrequency);

		for (integer irow = 1 ; irow <= my rows.size; irow ++) {
			for (integer col = 1; col <= KlattTable_NPAR; col ++) {
				par [col] = Table_getNumericValue_Assert (me, irow, col);   // ppgb: truncatie?
			}
			integer jcol = 1;
			frame ->  F0hz10 = par [jcol ++]; frame ->  AVdb = par [jcol ++];
			frame ->  Fhz [1] = par [jcol ++]; frame ->  Bhz [1] = par [jcol ++];
			frame ->  Fhz [2] = par [jcol ++]; frame ->  Bhz [2] = par [jcol ++];
			frame ->  Fhz [3] = par [jcol ++];	frame ->  Bhz [3] = par [jcol ++];
			frame ->  Fhz [4] = par [jcol ++];	frame ->  Bhz [4] = par [jcol ++];
			frame ->  Fhz [5] = par [jcol ++];	frame ->  Bhz [5] = par [jcol ++];
			frame ->  Fhz [6] = par [jcol ++];	frame ->  Bhz [6] = par [jcol ++];
			frame ->  FNZhz = par [jcol ++];	frame ->  BNZhz = par [jcol ++];
			frame ->  FNPhz = par [jcol ++];	frame ->  BNPhz = par [jcol ++];
			frame ->  ah = par [jcol ++];		frame ->  Kopen = par [jcol ++];
			frame ->  Aturb = par [jcol ++];	frame ->  TLTdb = par [jcol ++];
			frame ->  AF = par [jcol ++];		frame ->  Kskew = par [jcol ++];
			frame ->  A [1] = par [jcol ++];	frame ->  Bphz [1] = par [jcol ++];
			frame ->  A [2] = par [jcol ++];	frame ->  Bphz [2] = par [jcol ++];
			frame ->  A [3] = par [jcol ++];   frame ->  Bphz [3] = par [jcol ++];
			frame ->  A [4] = par [jcol ++];   frame ->  Bphz [4] = par [jcol ++];
			frame ->  A [5] = par [jcol ++];   frame ->  Bphz [5] = par [jcol ++];
			frame ->  A [6] = par [jcol ++];   frame ->  Bphz [6] = par [jcol ++];
			frame ->  ANP = par [jcol ++];    frame ->  AB = par [jcol ++];
			frame ->  AVpdb = par [jcol ++];  frame ->  Gain0 = par [jcol ++];;
			frame ->  Fhz [7] = 6500;        frame ->  Bhz [7] = 600;
			frame ->  Fhz [8] = 7500;        frame ->  Bhz [8] = 600;

			KlattGlobal_getFrame (thee, frame);

			KlattGlobal_synthesizeFrame (thee, iwave.peek());

			for (integer isam = 0; isam < thy nspfr; isam ++) {
				his z [1] [numberOfSamples ++] = iwave [isam] / 32768.0;
			}
		}
		KlattGlobal_free (thee); KlattFrame_free (frame);
		return him;
	} catch (MelderError) {
		KlattGlobal_free (thee);
		KlattFrame_free (frame);
		Melder_throw (me, U": no Sound created.");
	}
}


autoKlattTable KlattTable_createExample () {
	integer nrows = 1376;
	struct klatt_params {
		short p [40];
	} klatt_data [1376] = {
		{{ 1000, 0, 542, 0, 1372, 0, 2634, 0, 3737, 0, 5740, 0, 6914, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 52, 0, 56, 0, 71, 0, 66, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 1000, 0, 542, 0, 1372, 0, 2634, 0, 3737, 0, 5740, 0, 6914, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 52, 0, 56, 0, 71, 0, 66, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 1010, 0, 542, 0, 1372, 0, 2634, 0, 3737, 0, 5740, 0, 6914, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 52, 0, 56, 0, 71, 0, 66, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 1020, 0, 542, 0, 1372, 0, 2634, 0, 3737, 0, 5740, 0, 6914, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 52, 0, 56, 0, 71, 0, 66, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 1030, 0, 542, 0, 1372, 0, 2634, 0, 3737, 0, 5740, 0, 6914, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 52, 0, 56, 0, 71, 0, 66, 0, 80, 0, 80, 0, 0, 0, 60 }},
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		{{ 911, 0, 350, 0, 1200, 0, 2691, 0, 3520, 0, 5807, 0, 7065, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 57, 56, 58, 83, 55, 56, 41, 80, 39, 80, 30, 0, 45, 60 }},
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		{{ 942, 0, 350, 0, 1200, 0, 2691, 0, 3520, 0, 5807, 0, 7065, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 57, 56, 58, 83, 55, 56, 41, 80, 39, 80, 0, 0, 0, 60 }},
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		{{ 830, 0, 501, 0, 1630, 0, 2413, 0, 3548, 0, 5760, 0, 6813, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 42, 55, 57, 62, 58, 74, 50, 64, 46, 80, 37, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 492, 0, 1618, 0, 2354, 0, 3489, 0, 5761, 0, 6804, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 42, 55, 57, 60, 57, 70, 49, 62, 46, 80, 36, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 484, 0, 1608, 0, 2297, 0, 3430, 0, 5763, 0, 6799, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 42, 54, 57, 59, 56, 67, 49, 60, 46, 80, 36, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 477, 0, 1599, 0, 2242, 0, 3374, 0, 5766, 0, 6797, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 42, 54, 57, 58, 55, 65, 48, 58, 46, 80, 36, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 471, 0, 1592, 0, 2191, 0, 3321, 0, 5770, 0, 6797, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 43, 53, 57, 57, 54, 62, 48, 57, 47, 80, 35, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 467, 0, 1586, 0, 2144, 0, 3272, 0, 5774, 0, 6799, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 43, 53, 57, 56, 54, 60, 47, 55, 47, 80, 35, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 463, 0, 1581, 0, 2101, 0, 3227, 0, 5779, 0, 6802, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 43, 52, 57, 55, 53, 58, 47, 54, 47, 80, 35, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 459, 0, 1578, 0, 2063, 0, 3188, 0, 5783, 0, 6806, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 43, 52, 57, 54, 53, 56, 46, 53, 47, 80, 35, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 457, 0, 1574, 0, 2031, 0, 3154, 0, 5787, 0, 6810, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 43, 51, 58, 54, 52, 55, 46, 52, 47, 80, 35, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 455, 0, 1572, 0, 2005, 0, 3126, 0, 5790, 0, 6813, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 51, 58, 53, 52, 54, 46, 52, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 453, 0, 1570, 0, 1986, 0, 3105, 0, 5793, 0, 6816, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 51, 58, 53, 52, 53, 46, 51, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1972, 0, 3091, 0, 5795, 0, 6818, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 46, 51, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 60, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 53, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 47, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 40, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 33, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 27, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 20, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 14, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 44, 50, 58, 53, 51, 52, 45, 50, 47, 80, 34, 80, 0, 0, 7, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 452, 0, 1569, 0, 1966, 0, 3084, 0, 5796, 0, 6819, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 50, 0, 53, 0, 52, 0, 50, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }},
		{{ 830, 0, 920, 0, 1445, 0, 2804, 0, 3915, 0, 5969, 0, 6256, 0, 0, 0, 200, 30, 0, 60, 0, 0, 0, 0, 0, 87, 0, 62, 0, 103, 0, 105, 0, 80, 0, 80, 0, 0, 0, 60 }}
	};
	try {
		autoKlattTable me = Thing_new (KlattTable);
		Table_initWithColumnNames (me.get(), nrows, columnNames);
		for (integer irow = 1; irow <= nrows; irow ++) {
			for (integer jcol = 1; jcol <= KlattTable_NPAR; jcol ++) {
				double val = klatt_data [irow - 1].p [jcol - 1];
				if (jcol > 3 && jcol < 13 && (jcol % 2 == 0) && val <= 0) { // bw == 0?
					val = klatt_data [irow - 1].p [jcol] / 10;
				}
				Table_setNumericValue ( (Table) me.get(), irow, jcol, val);
			}
		}
		return me;
	} catch (MelderError) {
		Melder_throw (U" KlattTable example not created.");
	}
}

autoKlattTable Table_to_KlattTable (Table me) {
	try {
		Melder_require (my numberOfColumns == KlattTable_NPAR, U"A KlattTable needs ", KlattTable_NPAR, U" columns.");
		
		autoKlattTable thee = Thing_new (KlattTable);
		my structTable :: v_copy (thee.get());
		return thee;
	} catch (MelderError) {
		Melder_throw (U"KlattTable not created from Table.");
	}
}

autoTable KlattTable_to_Table (KlattTable me) {
	try {
		autoTable thee = Thing_new (Table);
		my structTable :: v_copy (thee.get());
		return thee;
	} catch (MelderError) {
		Melder_throw (U"Table not created from KlattTable.");
	}
}

/* End of file KlattTable.cpp */