ref: 195ecf2b9a52eced971e3e5eb6f89fc2268a9cd1
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); }