// methods
void MAGE::Engine::load( int argc, char ** argv )
{
int i;
double f;
char * labfn = NULL;
HTS106_File * durfp = NULL, * mgcfp = NULL, * lf0fp = NULL, * lpffp = NULL;
HTS106_File * wavfp = NULL, * rawfp = NULL, * tracefp = NULL;
// number of speakers for interpolation
int num_interp = 0;
//double * rate_interp = NULL;
rate_interp = NULL;
// HTS106_Files
// number of each models for interpolation
int num_ms_dur = 0, num_ms_mgc = 0, num_ms_lf0 = 0, num_ms_lpf = 0;
// number of each trees for interpolation
int num_ts_dur = 0, num_ts_mgc = 0, num_ts_lf0 = 0, num_ts_lpf = 0;
int num_ws_mgc = 0, num_ws_lf0 = 0, num_ws_lpf = 0;
int num_ms_gvm = 0, num_ms_gvl = 0, num_ms_gvf = 0;
int num_ts_gvm = 0, num_ts_gvl = 0, num_ts_gvf = 0;
fn_gv_switch = NULL;
// global parameter
int sampling_rate = 16000;
int fperiod = 80;
double alpha = 0.42;
int stage = 0; // Gamma=-1/stage: if stage=0 then Gamma=0
double beta = 0.0;
int audio_buff_size = 1600;
double uv_threshold = 0.5;
double gv_weight_mgc = 1.0;
double gv_weight_lf0 = 1.0;
double gv_weight_lpf = 1.0;
double half_tone = 0.0;
HTS106_Boolean phoneme_alignment = FALSE;
double speech_speed = 1.0;
HTS106_Boolean use_log_gain = FALSE;
// parse command line
if( argc == 1 )
Usage();
// delta window handler for mel-cepstrum
fn_ws_mgc = ( char ** ) calloc( argc, sizeof( char * ) );
// delta window handler for log f0
fn_ws_lf0 = ( char ** ) calloc( argc, sizeof( char * ) );
// delta window handler for low-pass filter
fn_ws_lpf = ( char ** ) calloc( argc, sizeof( char * ) );
// prepare for interpolation
num_interp = GetNumInterp( argc, argv );
rate_interp = ( double * ) calloc( num_interp, sizeof( double ) );
for( i = 0; i < num_interp; i++ )
rate_interp[i] = 1.0;
fn_ms_dur = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_mgc = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_lf0 = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_lpf = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_dur = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_mgc = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_lf0 = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_lpf = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_gvm = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_gvl = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ms_gvf = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_gvm = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_gvl = ( char ** ) calloc( num_interp, sizeof( char * ) );
fn_ts_gvf = ( char ** ) calloc( num_interp, sizeof( char * ) );
// read command
while( --argc )
{
if( ** ++argv == '-' )
{
switch( * ( * argv + 1 ) )
{
case 'v':
switch( * ( * argv + 2 ) )
{
case 'p':
phoneme_alignment = TRUE;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-v%c'.\n", * ( * argv + 2 ) );
}
break;
case 't':
switch( * ( * argv + 2 ) )
{
case 'd':
fn_ts_dur[num_ts_dur++] = * ++argv;
break;
case 'm':
fn_ts_mgc[num_ts_mgc++] = * ++argv;
break;
case 'f':
case 'p':
fn_ts_lf0[num_ts_lf0++] = * ++argv;
break;
case 'l':
fn_ts_lpf[num_ts_lpf++] = * ++argv;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-t%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'm':
switch( * ( * argv + 2 ) )
{
case 'd':
fn_ms_dur[num_ms_dur++] = * ++argv;
break;
case 'm':
fn_ms_mgc[num_ms_mgc++] = * ++argv;
break;
case 'f':
case 'p':
fn_ms_lf0[num_ms_lf0++] = * ++argv;
break;
case 'l':
fn_ms_lpf[num_ms_lpf++] = * ++argv;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-m%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'd':
switch( * ( * argv + 2 ) )
{
case 'm':
fn_ws_mgc[num_ws_mgc++] = * ++argv;
break;
case 'f':
case 'p':
fn_ws_lf0[num_ws_lf0++] = * ++argv;
break;
case 'l':
fn_ws_lpf[num_ws_lpf++] = * ++argv;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-d%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'o':
switch( * ( * argv + 2 ) )
{
case 'w':
wavfp = HTS106_fopen( * ++argv, "wb" );
break;
case 'r':
rawfp = HTS106_fopen( * ++argv, "wb" );
break;
case 'd':
durfp = HTS106_fopen( * ++argv, "wt" );
break;
case 'm':
mgcfp = HTS106_fopen( * ++argv, "wb" );
break;
case 'f':
case 'p':
lf0fp = HTS106_fopen( * ++argv, "wb" );
break;
case 'l':
lpffp = HTS106_fopen( * ++argv, "wb" );
break;
case 't':
tracefp = HTS106_fopen( * ++argv, "wt" );
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-o%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'h':
Usage();
break;
case 's':
sampling_rate = atoi( * ++argv );
--argc;
break;
case 'p':
fperiod = atoi( * ++argv );
--argc;
break;
case 'a':
alpha = atof( * ++argv );
--argc;
break;
case 'g':
stage = atoi( * ++argv );
--argc;
break;
case 'l':
use_log_gain = TRUE;
break;
case 'b':
beta = atof( * ++argv );
--argc;
break;
case 'r':
speech_speed = atof( * ++argv );
--argc;
break;
case 'f':
switch( * ( * argv + 2 ) )
{
case 'm':
f = atof( * ++argv );
if( f < -24.0 )
f = -24.0;
if( f > 24.0 )
f = 24.0;
half_tone = f;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-f%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'u':
uv_threshold = atof( * ++argv );
--argc;
break;
case 'i':
++argv;
argc--;
for( i = 0; i < num_interp; i++ )
{
rate_interp[i] = atof( * ++argv );
argc--;
}
break;
case 'e':
switch( * ( * argv + 2 ) )
{
case 'm':
fn_ts_gvm[num_ts_gvm++] = * ++argv;
break;
case 'f':
case 'p':
fn_ts_gvl[num_ts_gvl++] = * ++argv;
break;
case 'l':
fn_ts_gvf[num_ts_gvf++] = * ++argv;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-e%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'c':
switch( * ( * argv + 2 ) )
{
case 'm':
fn_ms_gvm[num_ms_gvm++] = * ++argv;
break;
case 'f':
case 'p':
fn_ms_gvl[num_ms_gvl++] = * ++argv;
break;
case 'l':
fn_ms_gvf[num_ms_gvf++] = * ++argv;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-c%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'j':
switch( * ( * argv + 2 ) )
{
case 'm':
gv_weight_mgc = atof( * ++argv );
break;
case 'f':
case 'p':
gv_weight_lf0 = atof( * ++argv );
break;
case 'l':
gv_weight_lpf = atof( * ++argv );
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-j%c'.\n", * ( * argv + 2 ) );
}
--argc;
break;
case 'k':
fn_gv_switch = * ++argv;
--argc;
break;
case 'z':
audio_buff_size = atoi( * ++argv );
--argc;
break;
default:
Error( 1,( char * )"hts_engine: Invalid option '-%c'.\n", * ( * argv + 1 ) );
}
}
else
{
labfn = * argv;
}
}
// number of models,trees check
if( num_interp != num_ts_dur || num_interp != num_ts_mgc || num_interp != num_ts_lf0 || num_interp != num_ms_dur || num_interp != num_ms_mgc || num_interp != num_ms_lf0 )
Error( 1,( char * )"hts_engine: specify %d models( trees )for each parameter.\n", num_interp );
if( num_ms_lpf > 0 || num_ts_lpf > 0 )
if( num_interp != num_ms_lpf || num_interp != num_ts_lpf )
Error( 1,( char * )"hts_engine: specify %d models( trees )for each parameter.\n", num_interp );
// initialize( stream[0] = spectrum, stream[1] = lf0, stream[2] = low-pass filter )
if( num_ms_lpf > 0 || num_ts_lpf > 0 )
HTS106_Engine_initialize( &engine, 3 );
else
HTS106_Engine_initialize( &engine, 2 );
// load duration model
HTS106_Engine_load_duration_from_fn( &engine, fn_ms_dur, fn_ts_dur, num_interp );
// load stream[0]( spectrum model )
HTS106_Engine_load_parameter_from_fn( &engine, fn_ms_mgc, fn_ts_mgc, fn_ws_mgc, 0, FALSE, num_ws_mgc, num_interp );
// load stream[1]( lf0 model )
HTS106_Engine_load_parameter_from_fn( &engine, fn_ms_lf0, fn_ts_lf0, fn_ws_lf0, 1, TRUE, num_ws_lf0, num_interp );
// load stream[2]( low-pass filter model )
if( num_ms_lpf > 0 || num_ts_lpf > 0 )
HTS106_Engine_load_parameter_from_fn( &engine, fn_ms_lpf, fn_ts_lpf, fn_ws_lpf, 2, FALSE, num_ws_lpf, num_interp );
// load gv[0]( GV for spectrum )
if( num_interp == num_ms_gvm )
{
if( num_ms_gvm == num_ts_gvm )
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvm, fn_ts_gvm, 0, num_interp );
else
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvm, NULL, 0, num_interp );
}
// load gv[1]( GV for lf0 )
if( num_interp == num_ms_gvl ){
if( num_ms_gvl == num_ts_gvl )
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvl, fn_ts_gvl, 1, num_interp );
else
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvl, NULL, 1, num_interp );
}
// load gv[2]( GV for low-pass filter )
if( num_interp == num_ms_gvf && ( num_ms_lpf > 0 || num_ts_lpf > 0 ) ){
if( num_ms_gvf == num_ts_gvf )
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvf, fn_ts_gvf, 0, num_interp );
else
HTS106_Engine_load_gv_from_fn( &engine, fn_ms_gvf, NULL, 2, num_interp );
}
// load GV switch
if( fn_gv_switch != NULL )
HTS106_Engine_load_gv_switch_from_fn( &engine, fn_gv_switch );
// set parameter
HTS106_Engine_set_sampling_rate( &engine, sampling_rate );
HTS106_Engine_set_fperiod( &engine, fperiod );
HTS106_Engine_set_alpha( &engine, alpha );
HTS106_Engine_set_gamma( &engine, stage );
HTS106_Engine_set_log_gain( &engine, use_log_gain );
HTS106_Engine_set_beta( &engine, beta );
HTS106_Engine_set_audio_buff_size( &engine, audio_buff_size );
HTS106_Engine_set_msd_threshold( &engine, 1, uv_threshold ); // set voiced/unvoiced threshold for stream[1]
HTS106_Engine_set_gv_weight( &engine, 0, gv_weight_mgc );
HTS106_Engine_set_gv_weight( &engine, 1, gv_weight_lf0 );
if( num_ms_lpf > 0 || num_ts_lpf > 0 )
HTS106_Engine_set_gv_weight( &engine, 2, gv_weight_lpf );
for( i = 0; i < num_interp; i++ )
{
HTS106_Engine_set_duration_interpolation_weight( &engine, i, rate_interp[i] );
HTS106_Engine_set_parameter_interpolation_weight( &engine, 0, i, rate_interp[i] );
HTS106_Engine_set_parameter_interpolation_weight( &engine, 1, i, rate_interp[i] );
if( num_ms_lpf > 0 || num_ts_lpf > 0 )
HTS106_Engine_set_parameter_interpolation_weight( &engine, 2, i, rate_interp[i] );
}
if( num_interp == num_ms_gvm )
for( i = 0; i < num_interp; i++ )
HTS106_Engine_set_gv_interpolation_weight( &engine, 0, i, rate_interp[i] );
if( num_interp == num_ms_gvl )
for( i = 0; i < num_interp; i++ )
HTS106_Engine_set_gv_interpolation_weight( &engine, 1, i, rate_interp[i] );
if( num_interp == num_ms_gvf && ( num_ms_lpf > 0 || num_ts_lpf > 0 ) )
for( i = 0; i < num_interp; i++ )
HTS106_Engine_set_gv_interpolation_weight( &engine, 2, i, rate_interp[i] );
this->global = engine.global;
this->ms = engine.ms;
// close files
if( durfp != NULL )
HTS106_fclose( durfp );
if( mgcfp != NULL )
HTS106_fclose( mgcfp );
if( lf0fp != NULL )
HTS106_fclose( lf0fp );
if( lpffp != NULL )
HTS106_fclose( lpffp );
if( wavfp != NULL )
HTS106_fclose( wavfp );
if( rawfp != NULL )
HTS106_fclose( rawfp );
if( tracefp != NULL )
HTS106_fclose( tracefp );
return;
}
int main(int argc, char **argv)
{
int i;
double f;
char *labfn = NULL;
size_t labfn_size=0;
char *guifn = NULL;
FILE *guifp = NULL;
FILE *rawfp = NULL;
/* number of speakers for interpolation */
int num_interp = 0;
double *rate_interp = NULL;
/* file names of models */
char **fn_ms_dur;
char **fn_ms_mgc;
char **fn_ms_lf0;
char **fn_ms_lpf;
/* number of each models for interpolation */
int num_ms_dur = 0, num_ms_mgc = 0, num_ms_lf0 = 0, num_ms_lpf = 0;
/* file names of trees */
char **fn_ts_dur;
char **fn_ts_mgc;
char **fn_ts_lf0;
char **fn_ts_lpf;
/* number of each trees for interpolation */
int num_ts_dur = 0, num_ts_mgc = 0, num_ts_lf0 = 0, num_ts_lpf = 0;
/* file names of windows */
char **fn_ws_mgc;
char **fn_ws_lf0;
char **fn_ws_lpf;
int num_ws_mgc = 0, num_ws_lf0 = 0, num_ws_lpf = 0;
/* file names of global variance */
char **fn_ms_gvm = NULL;
char **fn_ms_gvl = NULL;
char **fn_ms_gvf = NULL;
int num_ms_gvm = 0, num_ms_gvl = 0, num_ms_gvf = 0;
/* file names of global variance trees */
char **fn_ts_gvm = NULL;
char **fn_ts_gvl = NULL;
char **fn_ts_gvf = NULL;
int num_ts_gvm = 0, num_ts_gvl = 0, num_ts_gvf = 0;
/* file name of global variance switch */
char *fn_gv_switch = NULL;
/* global parameter */
int sampling_rate = 16000;
int fperiod = 80;
double alpha = 0.42;
int stage = 0; /* Gamma=-1/stage: if stage=0 then Gamma=0 */
double beta = 0.0;
int audio_buff_size = 1600;
double uv_threshold = 0.5;
double gv_weight_mgc = 1.0;
double gv_weight_lf0 = 1.0;
double gv_weight_lpf = 1.0;
double half_tone = 0.0;
HTS_Boolean phoneme_alignment = FALSE;
double speech_speed = 1.0;
HTS_Boolean use_log_gain = FALSE;
/* engine */
HTS_Engine engine;
/* parse command line */
if (argc == 1)
Usage();
/* delta window handler for mel-cepstrum */
fn_ws_mgc = (char **) calloc(argc, sizeof(char *));
/* delta window handler for log f0 */
fn_ws_lf0 = (char **) calloc(argc, sizeof(char *));
/* delta window handler for low-pass filter */
fn_ws_lpf = (char **) calloc(argc, sizeof(char *));
/* prepare for interpolation */
num_interp = GetNumInterp(argc, argv);
rate_interp = (double *) calloc(num_interp, sizeof(double));
for (i = 0; i < num_interp; i++)
rate_interp[i] = 1.0;
fn_ms_dur = (char **) calloc(num_interp, sizeof(char *));
fn_ms_mgc = (char **) calloc(num_interp, sizeof(char *));
fn_ms_lf0 = (char **) calloc(num_interp, sizeof(char *));
fn_ms_lpf = (char **) calloc(num_interp, sizeof(char *));
fn_ts_dur = (char **) calloc(num_interp, sizeof(char *));
fn_ts_mgc = (char **) calloc(num_interp, sizeof(char *));
fn_ts_lf0 = (char **) calloc(num_interp, sizeof(char *));
fn_ts_lpf = (char **) calloc(num_interp, sizeof(char *));
fn_ms_gvm = (char **) calloc(num_interp, sizeof(char *));
fn_ms_gvl = (char **) calloc(num_interp, sizeof(char *));
fn_ms_gvf = (char **) calloc(num_interp, sizeof(char *));
fn_ts_gvm = (char **) calloc(num_interp, sizeof(char *));
fn_ts_gvl = (char **) calloc(num_interp, sizeof(char *));
fn_ts_gvf = (char **) calloc(num_interp, sizeof(char *));
/* read command */
while (--argc) {
if (**++argv == '-') {
switch (*(*argv + 1)) {
case 'v':
switch (*(*argv + 2)) {
case 'p':
phoneme_alignment = TRUE;
break;
default:
Error(1, "hts_engine: Invalid option '-v%c'.\n", *(*argv + 2));
}
break;
case 't':
switch (*(*argv + 2)) {
case 'd':
fn_ts_dur[num_ts_dur++] = *++argv;
break;
case 'm':
fn_ts_mgc[num_ts_mgc++] = *++argv;
break;
case 'f':
case 'p':
fn_ts_lf0[num_ts_lf0++] = *++argv;
break;
case 'l':
fn_ts_lpf[num_ts_lpf++] = *++argv;
break;
default:
Error(1, "hts_engine: Invalid option '-t%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'm':
switch (*(*argv + 2)) {
case 'd':
fn_ms_dur[num_ms_dur++] = *++argv;
break;
case 'm':
fn_ms_mgc[num_ms_mgc++] = *++argv;
break;
case 'f':
case 'p':
fn_ms_lf0[num_ms_lf0++] = *++argv;
break;
case 'l':
fn_ms_lpf[num_ms_lpf++] = *++argv;
break;
default:
Error(1, "hts_engine: Invalid option '-m%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'd':
switch (*(*argv + 2)) {
case 'm':
fn_ws_mgc[num_ws_mgc++] = *++argv;
break;
case 'f':
case 'p':
fn_ws_lf0[num_ws_lf0++] = *++argv;
break;
case 'l':
fn_ws_lpf[num_ws_lpf++] = *++argv;
break;
default:
Error(1, "hts_engine: Invalid option '-d%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'o':
switch (*(*argv + 2)) {
case 'r':
rawfp = Getfp(*++argv, "ab");
break;
default:
Error(1, "festcat-hts_engine: Invalid option '-o%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'h':
Usage();
break;
case 's':
sampling_rate = atoi(*++argv);
--argc;
break;
case 'p':
fperiod = atoi(*++argv);
--argc;
break;
case 'a':
alpha = atof(*++argv);
--argc;
break;
case 'g':
stage = atoi(*++argv);
--argc;
break;
case 'l':
use_log_gain = TRUE;
break;
case 'b':
beta = atof(*++argv);
--argc;
break;
case 'r':
speech_speed = atof(*++argv);
--argc;
break;
case 'f':
switch (*(*argv + 2)) {
case 'm':
f = atof(*++argv);
if (f < -24.0)
f = -24.0;
if (f > 24.0)
f = 24.0;
half_tone = f;
break;
default:
Error(1, "hts_engine: Invalid option '-f%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'u':
uv_threshold = atof(*++argv);
--argc;
break;
case 'i':
++argv;
argc--;
for (i = 0; i < num_interp; i++) {
rate_interp[i] = atof(*++argv);
argc--;
}
break;
case 'e':
switch (*(*argv + 2)) {
case 'm':
fn_ts_gvm[num_ts_gvm++] = *++argv;
break;
case 'f':
case 'p':
fn_ts_gvl[num_ts_gvl++] = *++argv;
break;
case 'l':
fn_ts_gvf[num_ts_gvf++] = *++argv;
break;
default:
Error(1, "hts_engine: Invalid option '-e%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'c':
switch (*(*argv + 2)) {
case 'm':
fn_ms_gvm[num_ms_gvm++] = *++argv;
break;
case 'f':
case 'p':
fn_ms_gvl[num_ms_gvl++] = *++argv;
break;
case 'l':
fn_ms_gvf[num_ms_gvf++] = *++argv;
break;
default:
Error(1, "hts_engine: Invalid option '-c%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'j':
switch (*(*argv + 2)) {
case 'm':
gv_weight_mgc = atof(*++argv);
break;
case 'f':
case 'p':
gv_weight_lf0 = atof(*++argv);
break;
case 'l':
gv_weight_lpf = atof(*++argv);
break;
default:
Error(1, "hts_engine: Invalid option '-j%c'.\n", *(*argv + 2));
}
--argc;
break;
case 'k':
fn_gv_switch = *++argv;
--argc;
break;
case 'z':
audio_buff_size = atoi(*++argv);
--argc;
break;
default:
Error(1, "hts_engine: Invalid option '-%c'.\n", *(*argv + 1));
}
} else {
guifn = *argv;
}
}
/* number of models,trees check */
if (num_interp != num_ts_dur || num_interp != num_ts_mgc ||
num_interp != num_ts_lf0 || num_interp != num_ms_dur ||
num_interp != num_ms_mgc || num_interp != num_ms_lf0) {
Error(1, "hts_engine: specify %d models(trees) for each parameter.\n",
num_interp);
}
if (num_ms_lpf > 0 || num_ts_lpf > 0) {
if (num_interp != num_ms_lpf || num_interp != num_ts_lpf) {
Error(1, "hts_engine: specify %d models(trees) for each parameter.\n",
num_interp);
}
}
/* initialize (stream[0] = spectrum, stream[1] = lf0, stream[2] = low-pass filter) */
if (num_ms_lpf > 0 || num_ts_lpf > 0) {
HTS_Engine_initialize(&engine, 3);
} else {
HTS_Engine_initialize(&engine, 2);
}
/* load duration model */
HTS_Engine_load_duration_from_fn(&engine, fn_ms_dur, fn_ts_dur, num_interp);
/* load stream[0] (spectrum model) */
HTS_Engine_load_parameter_from_fn(&engine, fn_ms_mgc, fn_ts_mgc, fn_ws_mgc,
0, FALSE, num_ws_mgc, num_interp);
/* load stream[1] (lf0 model) */
HTS_Engine_load_parameter_from_fn(&engine, fn_ms_lf0, fn_ts_lf0, fn_ws_lf0,
1, TRUE, num_ws_lf0, num_interp);
/* load stream[2] (low-pass filter model) */
if (num_ms_lpf > 0 || num_ts_lpf > 0)
HTS_Engine_load_parameter_from_fn(&engine, fn_ms_lpf, fn_ts_lpf,
fn_ws_lpf, 2, FALSE, num_ws_lpf,
num_interp);
/* load gv[0] (GV for spectrum) */
if (num_interp == num_ms_gvm) {
if (num_ms_gvm == num_ts_gvm)
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvm, fn_ts_gvm, 0,
num_interp);
else
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvm, NULL, 0, num_interp);
}
/* load gv[1] (GV for lf0) */
if (num_interp == num_ms_gvl) {
if (num_ms_gvl == num_ts_gvl)
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvl, fn_ts_gvl, 1,
num_interp);
else
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvl, NULL, 1, num_interp);
}
/* load gv[2] (GV for low-pass filter) */
if (num_interp == num_ms_gvf && (num_ms_lpf > 0 || num_ts_lpf > 0)) {
if (num_ms_gvf == num_ts_gvf)
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvf, fn_ts_gvf, 0,
num_interp);
else
HTS_Engine_load_gv_from_fn(&engine, fn_ms_gvf, NULL, 2, num_interp);
}
/* load GV switch */
if (fn_gv_switch != NULL)
HTS_Engine_load_gv_switch_from_fn(&engine, fn_gv_switch);
/* set parameter */
HTS_Engine_set_sampling_rate(&engine, sampling_rate);
HTS_Engine_set_fperiod(&engine, fperiod);
HTS_Engine_set_alpha(&engine, alpha);
HTS_Engine_set_gamma(&engine, stage);
HTS_Engine_set_log_gain(&engine, use_log_gain);
HTS_Engine_set_beta(&engine, beta);
HTS_Engine_set_audio_buff_size(&engine, audio_buff_size);
HTS_Engine_set_msd_threshold(&engine, 1, uv_threshold); /* set voiced/unvoiced threshold for stream[1] */
HTS_Engine_set_gv_weight(&engine, 0, gv_weight_mgc);
HTS_Engine_set_gv_weight(&engine, 1, gv_weight_lf0);
if (num_ms_lpf > 0 || num_ts_lpf > 0)
HTS_Engine_set_gv_weight(&engine, 2, gv_weight_lpf);
for (i = 0; i < num_interp; i++) {
HTS_Engine_set_duration_interpolation_weight(&engine, i, rate_interp[i]);
HTS_Engine_set_parameter_interpolation_weight(&engine, 0, i,
rate_interp[i]);
HTS_Engine_set_parameter_interpolation_weight(&engine, 1, i,
rate_interp[i]);
if (num_ms_lpf > 0 || num_ts_lpf > 0)
HTS_Engine_set_parameter_interpolation_weight(&engine, 2, i,
rate_interp[i]);
}
if (num_interp == num_ms_gvm)
for (i = 0; i < num_interp; i++)
HTS_Engine_set_gv_interpolation_weight(&engine, 0, i, rate_interp[i]);
if (num_interp == num_ms_gvl)
for (i = 0; i < num_interp; i++)
HTS_Engine_set_gv_interpolation_weight(&engine, 1, i, rate_interp[i]);
if (num_interp == num_ms_gvf && (num_ms_lpf > 0 || num_ts_lpf > 0))
for (i = 0; i < num_interp; i++)
HTS_Engine_set_gv_interpolation_weight(&engine, 2, i, rate_interp[i]);
/* synthesis */
guifp=Getfp(guifn, "r");
while (getline(&labfn,&labfn_size,guifp) != -1)
{
chomp(labfn);
HTS_Engine_load_label_from_fn(&engine, labfn); /* load label file */
if (phoneme_alignment) /* modify label */
HTS_Label_set_frame_specified_flag(&engine.label, TRUE);
if (speech_speed != 1.0) /* modify label */
HTS_Label_set_speech_speed(&engine.label, speech_speed);
HTS_Engine_create_sstream(&engine); /* parse label and determine state duration */
if (half_tone != 0.0) { /* modify f0 */
for (i = 0; i < HTS_SStreamSet_get_total_state(&engine.sss); i++) {
f = HTS_SStreamSet_get_mean(&engine.sss, 1, i, 0);
f += half_tone * log(2.0) / 12;
if (f < log(10.0))
f = log(10.0);
HTS_SStreamSet_set_mean(&engine.sss, 1, i, 0, f);
}
}
HTS_Engine_create_pstream(&engine); /* generate speech parameter vector sequence */
HTS_Engine_create_gstream(&engine); /* synthesize speech */
/* output */
if (rawfp)
HTS_Engine_save_generated_speech(&engine, rawfp);
/* free */
HTS_Engine_refresh(&engine);
}
if (guifp != NULL)
fclose(guifp);
free(labfn);
/* free memory */
HTS_Engine_clear(&engine);
free(rate_interp);
free(fn_ws_mgc);
free(fn_ws_lf0);
free(fn_ws_lpf);
free(fn_ms_mgc);
free(fn_ms_lf0);
free(fn_ms_lpf);
free(fn_ms_dur);
free(fn_ts_mgc);
free(fn_ts_lf0);
free(fn_ts_lpf);
free(fn_ts_dur);
free(fn_ms_gvm);
free(fn_ms_gvl);
free(fn_ms_gvf);
free(fn_ts_gvm);
free(fn_ts_gvl);
free(fn_ts_gvf);
/* close files */
if (rawfp != NULL)
fclose(rawfp);
return 0;
}
