ref: a9e3bd03b1c01cc4974e7b0a7a9fa49c0a19caf4
dir: /src/spectral/awhitening.c/
/*
* Copyright (C) 2003-2015 Paul Brossier <piem@aubio.org>
*
* This file is part of aubio.
*
* aubio 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 3 of the License, or (at your option) any later
* version.
*
* aubio 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
* aubio. If not, see <http://www.gnu.org/licenses/>.
*
*/
#include "aubio_priv.h"
#include "fvec.h"
#include "cvec.h"
#include "mathutils.h"
#include "spectral/awhitening.h"
#define aubio_spectral_whitening_default_relax_time 250 // in seconds, between 22 and 446
#define aubio_spectral_whitening_default_decay 0.001 // -60dB attenuation
#define aubio_spectral_whitening_default_floor 1.e-4 // from 1.e-6 to .2
/** structure to store object state */
struct _aubio_spectral_whitening_t {
uint_t buf_size;
uint_t hop_size;
uint_t samplerate;
smpl_t relax_time;
smpl_t r_decay;
smpl_t floor;
fvec_t *peak_values;
};
void
aubio_spectral_whitening_do (aubio_spectral_whitening_t * o, cvec_t * fftgrain)
{
uint_t i = 0;
for (i = 0; i < o->peak_values->length; i++) {
smpl_t tmp = MAX(o->r_decay * o->peak_values->data[i], o->floor);
o->peak_values->data[i] = MAX(fftgrain->norm[i], tmp);
fftgrain->norm[i] /= o->peak_values->data[i];
}
}
aubio_spectral_whitening_t *
new_aubio_spectral_whitening (uint_t buf_size, uint_t hop_size, uint_t samplerate)
{
aubio_spectral_whitening_t *o = AUBIO_NEW (aubio_spectral_whitening_t);
if ((sint_t)buf_size < 1) {
AUBIO_ERR("spectral_whitening: got buffer_size %d, but can not be < 1\n", buf_size);
goto beach;
} else if ((sint_t)hop_size < 1) {
AUBIO_ERR("spectral_whitening: got hop_size %d, but can not be < 1\n", hop_size);
goto beach;
} else if ((sint_t)samplerate < 1) {
AUBIO_ERR("spectral_whitening: got samplerate %d, but can not be < 1\n", samplerate);
goto beach;
}
o->peak_values = new_fvec (buf_size / 2 + 1);
o->buf_size = buf_size;
o->hop_size = hop_size;
o->samplerate = samplerate;
o->floor = aubio_spectral_whitening_default_floor;
aubio_spectral_whitening_set_relax_time (o, aubio_spectral_whitening_default_relax_time);
aubio_spectral_whitening_reset (o);
return o;
beach:
AUBIO_FREE(o);
return NULL;
}
uint_t
aubio_spectral_whitening_set_relax_time (aubio_spectral_whitening_t * o, smpl_t relax_time)
{
o->relax_time = relax_time;
o->r_decay = POW (aubio_spectral_whitening_default_decay,
(o->hop_size / (float) o->samplerate) / o->relax_time);
return AUBIO_OK;
}
smpl_t
aubio_spectral_whitening_get_relax_time (aubio_spectral_whitening_t * o)
{
return o->relax_time;
}
uint_t
aubio_spectral_whitening_set_floor (aubio_spectral_whitening_t *o, smpl_t floor)
{
o->floor = floor;
return AUBIO_OK;
}
smpl_t aubio_spectral_whitening_get_floor (aubio_spectral_whitening_t *o)
{
return o->floor;
}
void
aubio_spectral_whitening_reset (aubio_spectral_whitening_t * o)
{
/* cover the case n == 0. */
fvec_set_all (o->peak_values, o->floor);
}
void
del_aubio_spectral_whitening (aubio_spectral_whitening_t * o)
{
del_fvec (o->peak_values);
AUBIO_FREE (o);
}