Changeset e5f6a0b for src/filterbank.c

Timestamp:

Sep 16, 2007, 6:06:07 PM (17 years ago)

Author:

Paul Brossier <piem@piem.org>

Branches:

feature/autosink, feature/cnn, feature/cnn_org, feature/constantq, feature/crepe, feature/crepe_org, feature/pitchshift, feature/pydocstrings, feature/timestretch, fix/ffmpeg5, master, pitchshift, sampler, timestretch, yinfft+

Children:

177f09a

Parents:

45134c5 (diff), bc4ba75 (diff)
Note: this is a merge changeset, the changes displayed below correspond to the merge itself.
Use the (diff) links above to see all the changes relative to each parent.

Message:

merge from amaury's branch

File:

• src/filterbank.c (modified) (4 diffs)

src/filterbank.c

@@ -19 +19 @@
 */
 
-/* part of this mfcc implementation were inspired from LibXtract
-   http://libxtract.sourceforge.net/
-*/
 
 #include "aubio_priv.h"
 #include "sample.h"
 #include "filterbank.h"
+
+#include "stdio.h"
 
 #define USE_EQUAL_GAIN 1
@@ -53 +52 @@
 }
 
-aubio_filterbank_t * new_aubio_filterbank_mfcc(uint_t n_filters, uint_t win_s, smpl_t samplerate, smpl_t freq_min, smpl_t freq_max){
+aubio_filterbank_t * new_aubio_filterbank_mfcc(uint_t n_filters, uint_t win_s, uint_t samplerate, smpl_t freq_min, smpl_t freq_max){
+  
   smpl_t nyquist = samplerate/2.;
   uint_t style = 1;
@@ -142 +142 @@
     for(k = next_peak + 1; k < fb->win_s; k++)
       fb->filters[n]->data[0][k]=0.f;
+
+
   }
 
@@ -149 +151 @@
   free(fft_peak);
 
+
   return fb;
 
 }
 
+/*
+FB initialization based on Slaney's auditory toolbox
+TODO:
+  *solve memory leak problems while
+  *solve quantization issues when constructing signal:
+    *bug for win_s=512
+    *corrections for win_s=1024 -> why even filters with smaller amplitude
+
+*/
+
+aubio_filterbank_t * new_aubio_filterbank_mfcc2(uint_t n_filters, uint_t win_s, uint_t samplerate, smpl_t freq_min, smpl_t freq_max){
+  
+  aubio_filterbank_t * fb = new_aubio_filterbank(n_filters, win_s);
+  
+  
+  //slaney params
+  smpl_t lowestFrequency = 133.3333;
+  smpl_t linearSpacing = 66.66666666;
+  smpl_t logSpacing = 1.0711703;
+
+  uint_t linearFilters = 13;
+  uint_t logFilters = 27;
+  uint_t allFilters = linearFilters + logFilters;
+  
+  //buffers for computing filter frequencies
+  fvec_t * freqs=new_fvec(allFilters+2 , 1);
+  
+  fvec_t * lower_freqs=new_fvec( allFilters, 1);
+  fvec_t * upper_freqs=new_fvec( allFilters, 1);
+  fvec_t * center_freqs=new_fvec( allFilters, 1);
+
+  
+  fvec_t * triangle_heights=new_fvec( allFilters, 1);
+  //lookup table of each bin frequency in hz
+  fvec_t * fft_freqs=new_fvec(win_s, 1);
+
+  uint_t filter_cnt, bin_cnt;
+  
+  //first step: filling all the linear filter frequencies
+  for(filter_cnt=0; filter_cnt<linearFilters; filter_cnt++){
+    freqs->data[0][filter_cnt]=lowestFrequency+ filter_cnt*linearSpacing;
+  }
+  smpl_t lastlinearCF=freqs->data[0][filter_cnt-1];
+  
+  //second step: filling all the log filter frequencies
+  for(filter_cnt=0; filter_cnt<logFilters+2; filter_cnt++){
+    freqs->data[0][filter_cnt+linearFilters]=lastlinearCF*(pow(logSpacing,filter_cnt+1));
+  }
+
+  //Option 1. copying interesting values to lower_freqs, center_freqs and upper freqs arrays
+  //TODO: would be nicer to have a reference to freqs->data, anyway we do not care in this init step
+    
+  for(filter_cnt=0; filter_cnt<allFilters; filter_cnt++){
+    lower_freqs->data[0][filter_cnt]=freqs->data[0][filter_cnt];
+    center_freqs->data[0][filter_cnt]=freqs->data[0][filter_cnt+1];
+    upper_freqs->data[0][filter_cnt]=freqs->data[0][filter_cnt+2];
+  }
+
+
+  //computing triangle heights so that each triangle has unit area
+  for(filter_cnt=0; filter_cnt<allFilters; filter_cnt++){
+    triangle_heights->data[0][filter_cnt]=2./(upper_freqs->data[0][filter_cnt]-lower_freqs->data[0][filter_cnt]);
+  }
+  
+  
+  //AUBIO_DBG
+  AUBIO_DBG("filter tables frequencies\n");
+  for(filter_cnt=0; filter_cnt<allFilters; filter_cnt++)
+    AUBIO_DBG("filter n. %d %f %f %f %f\n",filter_cnt, lower_freqs->data[0][filter_cnt], center_freqs->data[0][filter_cnt], upper_freqs->data[0][filter_cnt], triangle_heights->data[0][filter_cnt]);
+
+  //filling the fft_freqs lookup table, which assigns the frequency in hz to each bin
+  for(bin_cnt=0; bin_cnt<win_s; bin_cnt++){
+    //TODO: check the formula!
+    fft_freqs->data[0][bin_cnt]= (smpl_t)samplerate* (smpl_t)bin_cnt/ (smpl_t)win_s;
+  }
+
+  //building each filter table
+  for(filter_cnt=0; filter_cnt<allFilters; filter_cnt++){
+
+    //TODO:check special case : lower freq =0
+    //calculating rise increment in mag/Hz
+    smpl_t riseInc= triangle_heights->data[0][filter_cnt]/(center_freqs->data[0][filter_cnt]-lower_freqs->data[0][filter_cnt]);
+    
+
+    AUBIO_DBG("\nfilter %d",filter_cnt);
+    //zeroing begining of filter
+    AUBIO_DBG("\nzero begin\n");
+    for(bin_cnt=0; bin_cnt<win_s-1; bin_cnt++){
+      //zeroing beigining of array
+      fb->filters[filter_cnt]->data[0][bin_cnt]=0.f;
+      AUBIO_DBG(".");
+      //AUBIO_DBG("%f %f %f\n", fft_freqs->data[0][bin_cnt], fft_freqs->data[0][bin_cnt+1], lower_freqs->data[0][filter_cnt]); 
+      if(fft_freqs->data[0][bin_cnt]<= lower_freqs->data[0][filter_cnt] && fft_freqs->data[0][bin_cnt+1]> lower_freqs->data[0][filter_cnt]){
+        break;
+      }
+    }
+    bin_cnt++;
+    
+    AUBIO_DBG("\npos slope\n");
+    //positive slope
+    for(; bin_cnt<win_s-1; bin_cnt++){
+      AUBIO_DBG(".");
+      fb->filters[filter_cnt]->data[0][bin_cnt]=(fft_freqs->data[0][bin_cnt]-lower_freqs->data[0][filter_cnt])*riseInc;
+      //if(fft_freqs->data[0][bin_cnt]<= center_freqs->data[0][filter_cnt] && fft_freqs->data[0][bin_cnt+1]> center_freqs->data[0][filter_cnt])
+      if(fft_freqs->data[0][bin_cnt+1]> center_freqs->data[0][filter_cnt])
+        break;
+    }
+    //bin_cnt++;
+    
+    
+    //negative slope
+    AUBIO_DBG("\nneg slope\n");   
+    for(; bin_cnt<win_s-1; bin_cnt++){
+      //AUBIO_DBG(".");
+      
+      //checking whether last value is less than 0...
+      smpl_t val=triangle_heights->data[0][filter_cnt]-(fft_freqs->data[0][bin_cnt]-center_freqs->data[0][filter_cnt])*riseInc;
+      if(val>=0)
+        fb->filters[filter_cnt]->data[0][bin_cnt]=val;
+      else fb->filters[filter_cnt]->data[0][bin_cnt]=0.f;
+      
+      //if(fft_freqs->data[0][bin_cnt]<= upper_freqs->data[0][bin_cnt] && fft_freqs->data[0][bin_cnt+1]> upper_freqs->data[0][filter_cnt])
+      //TODO: CHECK whether bugfix correct
+      if(fft_freqs->data[0][bin_cnt+1]> upper_freqs->data[0][filter_cnt])
+        break;
+    }
+    //bin_cnt++;
+    
+    AUBIO_DBG("\nzero end\n");
+    //zeroing tail
+    for(; bin_cnt<win_s; bin_cnt++)
+      //AUBIO_DBG(".");
+      fb->filters[filter_cnt]->data[0][bin_cnt]=0.f;
+
+  }
+  
+  
+
+  del_fvec(freqs);
+  del_fvec(lower_freqs);
+  del_fvec(upper_freqs);
+  del_fvec(center_freqs);
+
+  del_fvec(triangle_heights);
+  del_fvec(fft_freqs);
+
+  return fb;
+
+}
+
+void aubio_dump_filterbank(aubio_filterbank_t * fb){
+
+  FILE * mlog;
+  mlog=fopen("filterbank.txt","w");
+  
+  int k,n;
+  //dumping filter values
+  //smpl_t area_tmp=0.f;
+  for(n = 0; n < fb->n_filters; n++){
+    for(k = 0; k < fb->win_s; k++){
+      fprintf(mlog,"%f ",fb->filters[n]->data[0][k]);
+    }
+    fprintf(mlog,"\n");
+  }
+  
+  if(mlog) fclose(mlog);
+}
 
 void del_aubio_filterbank(aubio_filterbank_t * fb){