*/
#include "aubio_priv.h"
-#include "sample.h"
+#include "fvec.h"
+#include "cvec.h"
#include "mathutils.h"
#include "fft.h"
#endif
struct _aubio_fft_t {
- uint_t fft_size;
+ uint_t winsize;
uint_t channels;
- real_t *in, *out;
- fft_data_t *specdata;
+ uint_t fft_size;
+ real_t *in, *out;
fftw_plan pfw, pbw;
+ fft_data_t * specdata; /* complex spectral data */
+ fvec_t * compspec;
};
-static void aubio_fft_getspectrum(fft_data_t * spectrum, smpl_t *norm, smpl_t * phas, uint_t size);
-
-aubio_fft_t * new_aubio_fft(uint_t size) {
+aubio_fft_t * new_aubio_fft(uint_t winsize, uint_t channels) {
aubio_fft_t * s = AUBIO_NEW(aubio_fft_t);
+ s->winsize = winsize;
+ s->channels = channels;
/* allocate memory */
- s->in = AUBIO_ARRAY(real_t,size);
- s->out = AUBIO_ARRAY(real_t,size);
+ s->in = AUBIO_ARRAY(real_t,winsize);
+ s->out = AUBIO_ARRAY(real_t,winsize);
+ s->compspec = new_fvec(winsize,channels);
/* create plans */
#ifdef HAVE_COMPLEX_H
- s->fft_size = size/2+1;
+ s->fft_size = winsize/2+1;
s->specdata = (fft_data_t*)fftw_malloc(sizeof(fft_data_t)*s->fft_size);
- s->pfw = fftw_plan_dft_r2c_1d(size, s->in, s->specdata, FFTW_ESTIMATE);
- s->pbw = fftw_plan_dft_c2r_1d(size, s->specdata, s->out, FFTW_ESTIMATE);
+ s->pfw = fftw_plan_dft_r2c_1d(winsize, s->in, s->specdata, FFTW_ESTIMATE);
+ s->pbw = fftw_plan_dft_c2r_1d(winsize, s->specdata, s->out, FFTW_ESTIMATE);
#else
- s->fft_size = size;
+ s->fft_size = winsize;
s->specdata = (fft_data_t*)fftw_malloc(sizeof(fft_data_t)*s->fft_size);
- s->pfw = fftw_plan_r2r_1d(size, s->in, s->specdata, FFTW_R2HC, FFTW_ESTIMATE);
- s->pbw = fftw_plan_r2r_1d(size, s->specdata, s->out, FFTW_HC2R, FFTW_ESTIMATE);
+ s->pfw = fftw_plan_r2r_1d(winsize, s->in, s->specdata, FFTW_R2HC, FFTW_ESTIMATE);
+ s->pbw = fftw_plan_r2r_1d(winsize, s->specdata, s->out, FFTW_HC2R, FFTW_ESTIMATE);
#endif
return s;
}
void del_aubio_fft(aubio_fft_t * s) {
/* destroy data */
+ del_fvec(s->compspec);
fftw_destroy_plan(s->pfw);
fftw_destroy_plan(s->pbw);
fftw_free(s->specdata);
AUBIO_FREE(s);
}
-void aubio_fft_do(const aubio_fft_t * s,
- const smpl_t * data, fft_data_t * spectrum, const uint_t size) {
- uint_t i;
- for (i=0;i<size;i++) s->in[i] = data[i];
- fftw_execute(s->pfw);
- for (i=0; i < s->fft_size; i++) spectrum[i] = s->specdata[i];
+void aubio_fft_do(aubio_fft_t * s, fvec_t * input, cvec_t * spectrum) {
+ aubio_fft_do_complex(s, input, s->compspec);
+ aubio_fft_get_spectrum(s->compspec, spectrum);
}
-void aubio_fft_rdo(const aubio_fft_t * s,
- const fft_data_t * spectrum, smpl_t * data, const uint_t size) {
- uint_t i;
- const smpl_t renorm = 1./(smpl_t)size;
- for (i=0; i < s->fft_size; i++) s->specdata[i] = spectrum[i];
- fftw_execute(s->pbw);
- for (i=0;i<size;i++) data[i] = s->out[i]*renorm;
+void aubio_fft_rdo(aubio_fft_t * s, cvec_t * spectrum, fvec_t * output) {
+ aubio_fft_get_realimag(spectrum, s->compspec);
+ aubio_fft_rdo_complex(s, s->compspec, output);
}
-#ifdef HAVE_COMPLEX_H
-
-void aubio_fft_getnorm(smpl_t * norm, fft_data_t * spectrum, uint_t size) {
- uint_t i;
- for (i=0;i<size/2+1;i++) norm[i] = ABSC(spectrum[i]);
-}
-
-void aubio_fft_getphas(smpl_t * phas, fft_data_t * spectrum, uint_t size) {
- uint_t i;
- for (i=0;i<size/2+1;i++) phas[i] = ARGC(spectrum[i]);
-}
-
-void aubio_fft_getspectrum(fft_data_t * spectrum, smpl_t *norm, smpl_t * phas, uint_t size) {
- uint_t j;
- for (j=0; j<size/2+1; j++) {
- spectrum[j] = CEXPC(I*phas[j]);
- spectrum[j] *= norm[j];
+void aubio_fft_do_complex(aubio_fft_t * s, fvec_t * input, fvec_t * compspec) {
+ uint_t i, j;
+ for (i = 0; i < s->channels; i++) {
+ for (j=0; j < s->winsize; j++) {
+ s->in[j] = input->data[i][j];
+ }
+ fftw_execute(s->pfw);
+#if HAVE_COMPLEX_H
+ compspec->data[i][0] = REAL(s->specdata[0]);
+ for (j = 1; j < s->fft_size -1 ; j++) {
+ compspec->data[i][j] = REAL(s->specdata[j]);
+ compspec->data[i][compspec->length - j] = IMAG(s->specdata[j]);
+ }
+ compspec->data[i][s->fft_size-1] = REAL(s->specdata[s->fft_size-1]);
+#else
+ for (j = 0; j < s->fft_size; j++) {
+ compspec->data[i][j] = s->specdata[j];
+ }
+#endif
}
}
+void aubio_fft_rdo_complex(aubio_fft_t * s, fvec_t * compspec, fvec_t * output) {
+ uint_t i, j;
+ const smpl_t renorm = 1./(smpl_t)s->winsize;
+ for (i = 0; i < compspec->channels; i++) {
+#if HAVE_COMPLEX_H
+ s->specdata[0] = compspec->data[i][0];
+ for (j=1; j < s->fft_size - 1; j++) {
+ s->specdata[j] = compspec->data[i][j] +
+ I * compspec->data[i][compspec->length - j];
+ }
+ s->specdata[s->fft_size - 1] = compspec->data[i][s->fft_size - 1];
#else
-
-void aubio_fft_getnorm(smpl_t * norm, fft_data_t * spectrum, uint_t size) {
- uint_t i;
- norm[0] = spectrum[0];
- for (i=1;i<size/2;i++) norm[i] = SQRT((SQR(spectrum[i]) + SQR(spectrum[size-i])));
- norm[size/2] = spectrum[size/2];
+ for (j=0; j < s->fft_size; j++) {
+ s->specdata[j] = compspec->data[i][j];
+ }
+#endif
+ fftw_execute(s->pbw);
+ for (j = 0; j < output->length; j++) {
+ output->data[i][j] = s->out[j]*renorm;
+ }
+ }
}
-void aubio_fft_getphas(smpl_t * phas, fft_data_t * spectrum, uint_t size) {
- uint_t i;
- phas[0] = 0;
- for (i=1;i<size/2+1;i++) phas[i] = atan2f(spectrum[size-i] , spectrum[i]);
- phas[size/2] = 0;
+void aubio_fft_get_spectrum(fvec_t * compspec, cvec_t * spectrum) {
+ aubio_fft_get_phas(compspec, spectrum);
+ aubio_fft_get_norm(compspec, spectrum);
}
-void aubio_fft_getspectrum(fft_data_t * spectrum, smpl_t *norm, smpl_t * phas, uint_t size) {
- uint_t j;
- for (j=0; j<size/2+1; j++) {
- spectrum[j] = norm[j]*COS(phas[j]);
- }
- for (j=1; j<size/2+1; j++) {
- spectrum[size-j] = norm[j]*SIN(phas[j]);
- }
+void aubio_fft_get_realimag(cvec_t * spectrum, fvec_t * compspec) {
+ aubio_fft_get_imag(spectrum, compspec);
+ aubio_fft_get_real(spectrum, compspec);
}
-#endif
-
-/* new interface aubio_mfft */
-struct _aubio_mfft_t {
- aubio_fft_t * fft; /* fftw interface */
- fft_data_t ** spec; /* complex spectral data */
- uint_t winsize;
- uint_t channels;
-};
-
-aubio_mfft_t * new_aubio_mfft(uint_t winsize, uint_t channels){
- uint_t i;
- aubio_mfft_t * fft = AUBIO_NEW(aubio_mfft_t);
- fft->winsize = winsize;
- fft->channels = channels;
- fft->fft = new_aubio_fft(winsize);
- fft->spec = AUBIO_ARRAY(fft_data_t*,channels);
- for (i=0; i < channels; i++)
- fft->spec[i] = AUBIO_ARRAY(fft_data_t,winsize);
- return fft;
+void aubio_fft_get_phas(fvec_t * compspec, cvec_t * spectrum) {
+ uint_t i, j;
+ for (i = 0; i < spectrum->channels; i++) {
+ spectrum->phas[i][0] = 0.;
+ for (j=1; j < spectrum->length - 1; j++) {
+ spectrum->phas[i][j] = atan2f(compspec->data[i][compspec->length-j],
+ compspec->data[i][j]);
+ }
+ spectrum->phas[i][spectrum->length-1] = 0.;
+ }
}
-/* execute stft */
-void aubio_mfft_do (aubio_mfft_t * fft,fvec_t * in,cvec_t * fftgrain){
- uint_t i=0;
- /* execute stft */
- for (i=0; i < fft->channels; i++) {
- aubio_fft_do (fft->fft,in->data[i],fft->spec[i],fft->winsize);
- /* put norm and phase into fftgrain */
- aubio_fft_getnorm(fftgrain->norm[i], fft->spec[i], fft->winsize);
- aubio_fft_getphas(fftgrain->phas[i], fft->spec[i], fft->winsize);
+void aubio_fft_get_norm(fvec_t * compspec, cvec_t * spectrum) {
+ uint_t i, j = 0;
+ for (i = 0; i < spectrum->channels; i++) {
+ spectrum->norm[i][0] = compspec->data[i][0];
+ for (j=1; j < spectrum->length - 1; j++) {
+ spectrum->norm[i][j] = SQRT(SQR(compspec->data[i][j])
+ + SQR(compspec->data[i][compspec->length - j]) );
+ }
+ spectrum->norm[i][spectrum->length-1] = compspec->data[i][compspec->length/2];
}
}
-/* execute inverse fourier transform */
-void aubio_mfft_rdo(aubio_mfft_t * fft,cvec_t * fftgrain, fvec_t * out){
- uint_t i=0;
- for (i=0; i < fft->channels; i++) {
- aubio_fft_getspectrum(fft->spec[i],fftgrain->norm[i],fftgrain->phas[i],fft->winsize);
- aubio_fft_rdo(fft->fft,fft->spec[i],out->data[i],fft->winsize);
+void aubio_fft_get_imag(cvec_t * spectrum, fvec_t * compspec) {
+ uint_t i, j;
+ for (i = 0; i < compspec->channels; i++) {
+ for (j = 1; j < compspec->length / 2 + 1; j++) {
+ compspec->data[i][compspec->length - j] =
+ spectrum->norm[i][j]*SIN(spectrum->phas[i][j]);
+ }
}
}
-void del_aubio_mfft(aubio_mfft_t * fft) {
- uint_t i;
- for (i=0; i < fft->channels; i++)
- AUBIO_FREE(fft->spec[i]);
- AUBIO_FREE(fft->spec);
- del_aubio_fft(fft->fft);
- AUBIO_FREE(fft);
+void aubio_fft_get_real(cvec_t * spectrum, fvec_t * compspec) {
+ uint_t i, j;
+ for (i = 0; i < compspec->channels; i++) {
+ for (j = 0; j< compspec->length / 2 + 1; j++) {
+ compspec->data[i][j] =
+ spectrum->norm[i][j]*COS(spectrum->phas[i][j]);
+ }
+ }
}
/** create new FFT computation object
\param size length of the FFT
+ \param channels number of channels
*/
-aubio_fft_t * new_aubio_fft(uint_t size);
+aubio_fft_t * new_aubio_fft(uint_t size, uint_t channels);
/** delete FFT object
\param s fft object as returned by new_aubio_fft
*/
void del_aubio_fft(aubio_fft_t * s);
+
/** compute forward FFT
\param s fft object as returned by new_aubio_fft
- \param data input signal
+ \param input input signal
\param spectrum output spectrum
- \param size length of the input vector
*/
-void aubio_fft_do (const aubio_fft_t *s, const smpl_t * data,
- fft_data_t * spectrum, const uint_t size);
+void aubio_fft_do (aubio_fft_t *s, fvec_t * input, cvec_t * spectrum);
/** compute backward (inverse) FFT
\param s fft object as returned by new_aubio_fft
\param spectrum input spectrum
- \param data output signal
- \param size length of the input vector
+ \param output output signal
*/
-void aubio_fft_rdo(const aubio_fft_t *s, const fft_data_t * spectrum,
- smpl_t * data, const uint_t size);
-/** compute norm vector from input spectrum
+void aubio_fft_rdo (aubio_fft_t *s, cvec_t * spectrum, fvec_t * output);
- \param norm magnitude vector output
- \param spectrum spectral data input
- \param size size of the vectors
+/** compute forward FFT
+
+ \param s fft object as returned by new_aubio_fft
+ \param input real input signal
+ \param compspec complex output fft real/imag
*/
-void aubio_fft_getnorm(smpl_t * norm, fft_data_t * spectrum, uint_t size);
-/** compute phase vector from input spectrum
-
- \param phase phase vector output
- \param spectrum spectral data input
- \param size size of the vectors
+void aubio_fft_do_complex (aubio_fft_t *s, fvec_t * input, fvec_t * compspec);
+/** compute backward (inverse) FFT from real/imag
+
+ \param s fft object as returned by new_aubio_fft
+ \param compspec real/imag input fft array
+ \param output real output array
*/
-void aubio_fft_getphas(smpl_t * phase, fft_data_t * spectrum, uint_t size);
+void aubio_fft_rdo_complex (aubio_fft_t *s, fvec_t * compspec, fvec_t * output);
-/** FFT object (using cvec)
+/** convert real/imag spectrum to norm/phas spectrum
- This object works similarly as aubio_fft_t, except the spectral data is
- stored in a cvec_t as two vectors, magnitude and phase.
+ \param compspec real/imag input fft array
+ \param spectrum cvec norm/phas output array
*/
-typedef struct _aubio_mfft_t aubio_mfft_t;
-
-/** create new FFT computation object
+void aubio_fft_get_spectrum(fvec_t * compspec, cvec_t * spectrum);
+/** convert real/imag spectrum to norm/phas spectrum
- \param winsize length of the FFT
- \param channels number of channels
+ \param compspec real/imag input fft array
+ \param spectrum cvec norm/phas output array
*/
-aubio_mfft_t * new_aubio_mfft(uint_t winsize, uint_t channels);
-/** compute forward FFT
+void aubio_fft_get_realimag(cvec_t * spectrum, fvec_t * compspec);
+
+/** compute phas spectrum from real/imag parts
- \param fft fft object as returned by new_aubio_mfft
- \param in input signal
- \param fftgrain output spectrum
+ \param compspec real/imag input fft array
+ \param spectrum cvec norm/phas output array
*/
-void aubio_mfft_do (aubio_mfft_t * fft,fvec_t * in,cvec_t * fftgrain);
-/** compute backward (inverse) FFT
+void aubio_fft_get_phas(fvec_t * compspec, cvec_t * spectrum);
+/** compute imaginary part from the norm/phas cvec
- \param fft fft object as returned by new_aubio_mfft
- \param fftgrain input spectrum (cvec)
- \param out output signal
+ \param spectrum norm/phas input array
+ \param compspec real/imag output fft array
*/
-void aubio_mfft_rdo(aubio_mfft_t * fft,cvec_t * fftgrain, fvec_t * out);
-/** delete FFT object
+void aubio_fft_get_imag(cvec_t * spectrum, fvec_t * compspec);
- \param fft fft object as returned by new_aubio_mfft
+/** compute norm component from real/imag parts
+
+ \param compspec real/imag input fft array
+ \param spectrum cvec norm/phas output array
*/
-void del_aubio_mfft(aubio_mfft_t * fft);
+void aubio_fft_get_norm(fvec_t * compspec, cvec_t * spectrum);
+/** compute real part from norm/phas components
+
+ \param spectrum norm/phas input array
+ \param compspec real/imag output fft array
+*/
+void aubio_fft_get_real(cvec_t * spectrum, fvec_t * compspec);
#ifdef __cplusplus
}
#endif
-#endif
+#endif // FFT_H_