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- #ifndef _FilterBank_h_
- #define _FilterBank_h_
- /* FilterBank.h
- *
- * Copyright (C) 1993-2017 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/>.
- */
- /*
- djmw 20010609
- djmw 20020813 GPL header
- djmw 20040702 Corrected MELTOBARK formula.
- djmw 20110306 Latest modification.
- */
- #include "TableOfReal.h"
- #include "Spectrum.h"
- #include "MFCC.h"
- #include "Intensity.h"
- #include "PCA.h"
- #include "Pitch.h"
- #include "Spectrogram_extensions.h"
- #define HZTOBARK(x) NUMhertzToBark2(x)
- #define HZTOMEL(x) NUMhertzToMel2(x)
- #define BARKTOHZ(x) NUMbarkToHertz2(x)
- #define MELTOHZ(x) NUMmelToHertz2(x)
- #define BARKTOMEL(x) HZTOMEL(BARKTOHZ(x))
- #define MELTOBARK(x) HZTOBARK(MELTOHZ(x))
- #define FilterBank_DBREF 4e-10
- #define FilterBank_DBFAC 1.0
- #define FilterBank_DBFLOOR -20
- #define FilterBank_HERTZ 1
- #define FilterBank_BARK 2
- #define FilterBank_MEL 3
- // FilterBank, BarkFilter, MelFilter are deprecated as of october 2014.
- // New types are BandFilterSpectrogram, BarkSpectrogram and MelSpectrogram.
- // This interface is maintained because older scripts still have to work.
- Thing_define (FilterBank, Matrix) {
- virtual int v_getFrequencyScale ()
- { return FilterBank_HERTZ; }
- virtual conststring32 v_getFrequencyUnit ()
- { return U"Hz"; } // compatibility with BandFilterSpectrogram
- };
- Thing_define (BarkFilter, FilterBank) {
- int v_getFrequencyScale ()
- override { return FilterBank_BARK; }
- conststring32 v_getFrequencyUnit ()
- override { return U"bark"; }
- };
- /*
- Interpretation:
- xmin, xmax, x1, dx, nx like Sampled.
- ymin, ymax lowest and highest frequencies in Barks.
- y1 mid of first filter (bark).
- dy distance between filters (bark).
- ny the number of filters.
- */
- double FilterBank_getFrequencyInHertz (FilterBank me, double f, int scale_from);
- double FilterBank_getFrequencyInBark (FilterBank me, double f, int scale_from);
- double FilterBank_getFrequencyInMel (FilterBank me, double f, int scale_from);
- int FilterBank_getFrequencyScale (FilterBank me);
- void FilterBank_drawFrequencyScales (FilterBank me, Graphics g, int horizontalScale, double xmin,
- double xmax, int verticalScale, double ymin, double ymax, bool garnish);
- void BarkFilter_drawSekeyHansonFilterFunctions (BarkFilter me, Graphics g,
- int freqScale, int fromFilter, int toFilter, double zmin, double zmax,
- int dbScale, double ymin, double ymax, bool garnish);
- void FilterBank_drawTimeSlice (FilterBank me, Graphics g, double t, double fmin, double fmax,
- double min, double max, conststring32 xlabel, bool garnish);
- void FilterBank_paint (FilterBank me, Graphics g, double xmin, double xmax, double ymin, double ymax, double minimum, double maximum, bool garnish);
- autoBarkFilter BarkFilter_create (double tmin, double tmax, integer nt, double dt, double t1,
- double fmin, double fmax, integer nf, double df, double f1);
- autoBarkFilter Matrix_to_BarkFilter (Matrix me);
- Thing_define (MelFilter, FilterBank) {
- int v_getFrequencyScale ()
- override { return FilterBank_MEL; }
- conststring32 v_getFrequencyUnit ()
- override { return U"mel"; }
- };
- /*
- Interpretation:
- xmin, xmax, x1, dx, nx like Sampled.
- ymin, ymax lowest and highest frequencies in mels.
- y1 mid of first filter (mels).
- dy distance between filters (mel).
- ny the number of filters.
- */
- autoMelFilter MelFilter_create (double tmin, double tmax, integer nt, double dt,
- double t1, double fmin, double fmax, integer nf, double df, double f1);
- autoMelFilter Matrix_to_MelFilter (Matrix);
- void MelFilter_drawFilterFunctions (MelFilter me, Graphics g,
- int freqScale, int fromFilter, int toFilter, double zmin, double zmax,
- int dbScale, double ymin, double ymax, bool garnish);
- autoMFCC MelFilter_to_MFCC (MelFilter me, integer numberOfCoefficients);
- Thing_define (FormantFilter, FilterBank) {
- conststring32 v_getFrequencyUnit ()
- override { return U"Hz"; }
- };
- autoFormantFilter FormantFilter_create (double tmin, double tmax, integer nt,
- double dt, double t1, double fmin, double fmax, integer nf, double df,
- double f1);
- void FormantFilter_drawFilterFunctions (FormantFilter me, Graphics g, double bandwidth,
- int freqScale, int fromFilter, int toFilter, double zmin, double zmax,
- int dbScale, double ymin, double ymax, bool garnish);
- autoFormantFilter Matrix_to_FormantFilter (Matrix me);
- void FilterBank_equalizeIntensities (FilterBank me, double intensity_db);
- autoMatrix FilterBank_to_Matrix (FilterBank me);
- /* Generieke ...Filters_to_Matrix */
- autoSpectrum FormantFilter_to_Spectrum_slice (FormantFilter me, double t);
- /*
- Calculate amplitude spectrum at time t.
- power[i] = ref * 10 ^ (my z[i][t] / 10)
- spec->z[1][i] = sqrt(power[i]) = sqrt(ref) * 10 ^ (my z[i][t] / (2*10))
- spec->z[2][i] = 0
- */
- autoIntensity FilterBank_to_Intensity (FilterBank me);
- void FilterBank_PCA_drawComponent (FilterBank me, PCA thee, Graphics g, integer component, double dblevel,
- double frequencyOffset, double scale, double tmin, double tmax, double fmin, double fmax);
- // Convert old types to new types
- autoMelSpectrogram MelFilter_to_MelSpectrogram (MelFilter me);
- autoBarkSpectrogram BarkFilter_to_BarkSpectrogram (BarkFilter me);
- autoSpectrogram FormantFilter_to_Spectrogram (FormantFilter me);
- autoMFCC MelFilter_to_MFCC (MelFilter me, integer numberOfCoefficients);
- /*
- Calculates the Cosine Transform of the filterbank values.
- */
- autoMelFilter MFCC_to_MelFilter (MFCC me, integer firstCoefficient, integer lastCoefficient);
- /*
- Calculates the Inverse CT of cepstral coefficients.
- */
- autoBarkFilter Sound_to_BarkFilter (Sound me, double analysisWidth, double dt,
- double f1_bark, double fmax_bark, double df_bark);
- /*
- Filtering with filters on a Bark scale as defined by
- Andrew Sekey & Brian Hanson (1984), "Improved 1-Bark bandwidth
- "auditory filter", Jasa 75, 1902-1904.
- Although not explicitely stated the filter function is defined in the
- power domain.
- 10 log F(z) = 15.8 + 7.5(z + 0.5) - 17.5 * sqrt(1 + (z + 0.5)^2)
- */
- autoMelFilter Sound_to_MelFilter (Sound me, double analysisWidth, double dt,
- double f1_mel, double fmax_mel, double df_mel);
- autoFormantFilter Sound_to_FormantFilter (Sound me, double analysisWidth,
- double dt, double f1_hz, double fmax_hz, double df_hz, double relative_bw,
- double minimumPitch, double maximumPitch);
- autoFormantFilter Sound_Pitch_to_FormantFilter (Sound me, Pitch thee,
- double analysisWidth, double dt, double f1_hz, double fmax_hz,
- double df_hz, double relative_bw);
- autoSound FilterBanks_crossCorrelate (FilterBank me, FilterBank thee, enum kSounds_convolve_scaling scaling, enum kSounds_convolve_signalOutsideTimeDomain signalOutsideTimeDomain);
- autoSound FilterBanks_convolve (FilterBank me, FilterBank thee, enum kSounds_convolve_scaling scaling, enum kSounds_convolve_signalOutsideTimeDomain signalOutsideTimeDomain);
- #endif /* _FilterBank_h_ */
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