From 4103e748d9cbc1debf2b7a74216f9f0dd18b0dca Mon Sep 17 00:00:00 2001
From: drowe67 <drowe67@01035d8c-6547-0410-b346-abe4f91aad63>
Date: Tue, 24 May 2016 20:57:59 +0000
Subject: [PATCH] separate decoder from bit stream

git-svn-id: https://svn.code.sf.net/p/freetel/code@2811 01035d8c-6547-0410-b346-abe4f91aad63
---
 codec2-dev/octave/newamp.m       |   287 +
 codec2-dev/octave/newamp_batch.m |   292 +-
 codec2-dev/octave/vq             | 10247 +++++++++++++++++++++++++++++
 3 files changed, 10538 insertions(+), 288 deletions(-)
 create mode 100644 codec2-dev/octave/vq

diff --git a/codec2-dev/octave/newamp.m b/codec2-dev/octave/newamp.m
index 09b4a556..2e348ba6 100644
--- a/codec2-dev/octave/newamp.m
+++ b/codec2-dev/octave/newamp.m
@@ -1016,3 +1016,290 @@ function plot_f_a_stats(f,a)
   title('y-int');
 
 endfunction
+
+function decode_from_bit_stream(samname)
+  max_amp = 80;
+  bits_per_param = [6 1 8 8 4 1];
+  load vq;
+  k = 10;
+  dec_in_time = 1;
+  train = 0;
+  decimate = 4;
+  synth_phase = 1;
+
+  Am_out_name = sprintf("%s_am.out", samname);
+  Aw_out_name = sprintf("%s_aw.out", samname);
+  bit_stream_name = strcat(samname,".bit");
+  faw = fopen(Aw_out_name,"wb"); 
+  fam  = fopen(Am_out_name,"wb"); 
+  faw = fopen(Aw_out_name,"wb"); 
+
+  Wo_out_name = sprintf("%s_Wo.out", samname);
+  fWo  = fopen(Wo_out_name,"wb"); 
+
+  % read in bit stream and convert to ind_log[]
+
+  ind_log = [];
+  fbit  = fopen(bit_stream_name, "rb"); 
+  bits_per_frame = sum(bits_per_param);
+  nind = length(bits_per_param);
+
+  [frame nread] = fread(fbit, sum(bits_per_param), "uchar");
+  while (nread == bits_per_frame)
+    % read a frame, convert to indexes
+
+    nbit = 1;
+    ind = [];
+    for i=1:nind
+      field = frame(nbit:nbit+bits_per_param(i)-1);
+      nbit += bits_per_param(i);
+      ind = [ind bits_to_index(field, bits_per_param(i))];
+    end
+    ind_log = [ind_log; ind];
+    [frame nread] = fread(fbit, sum(bits_per_param), "uchar");
+  endwhile
+  fclose(fbit);
+
+  % convert ind_log to modem params
+
+  frames = 4*length(ind_log);
+  model_ = zeros(frames, max_amp+2);
+  v      = zeros(frames,1);
+
+  fdec = 1;
+  for f=1:4:frames
+    ind_Wo = ind_log(fdec,1);
+
+    Wo = decode_log_Wo(ind_Wo, 6);
+    L = floor(pi/Wo);
+    L = min([L max_amp-1]);
+    model_(f,1) = Wo;
+    model_(f,2) = L;
+    
+    v1 = ind_log(fdec,2); 
+    if (fdec+1) < length(ind_log)
+      v5 = ind_log(fdec+1,2);
+    else
+      v5 = 0;
+    end
+    v(f:f+3) = est_voicing_bits(v1, v5);
+
+    ind_vq = ind_log(fdec,3:5) + 1;
+    [dk_ D1_] = index_to_params(ind_vq, vq);
+    maskdB_ = params_to_mask(L, k, dk_, D1_);
+    Am_ = zeros(1,max_amp);
+    Am_ = 10 .^ (maskdB_(1:L)/20); 
+    model_(f,3:(L+2)) = Am_;
+
+    fdec += 1;
+  end
+
+  % decoder loop -----------------------------------------------------
+
+  if train
+    % short circuit decoder
+    frames = 0;
+  end
+
+  % run post filter ahead of time so dec in time has post filtered frames to work with
+
+  for f=1:frames
+    model_(f,:) = post_filter(model_(f,:));
+  end
+
+  for f=1:frames
+    %printf("frame: %d\n", f);
+    L = min([model_(f,2) max_amp-1]);
+    Wo = model_(f,1);
+    Am_ = model_(f,3:(L+2));
+
+    maskdB_ = 20*log10(Am_);
+
+    if dec_in_time
+      % decimate mask samples in time
+
+      [maskdB_ Wo L] = decimate_frame_rate2(model_, decimate, f, frames);
+      model_(f,1) = Wo;
+      model_(f,2) = L;
+    end
+
+    Am_ = zeros(1,max_amp);
+    Am_(2:L) = 10 .^ (maskdB_(1:L-1)/20);  % C array doesnt use A[0]
+    fwrite(fam, Am_, "float32");
+    fwrite(fWo, Wo, "float32");
+
+    if synth_phase
+
+      % synthesis phase spectra from magnitiude spectra using minimum phase techniques
+
+      fft_enc = 512;
+      model_(f,3:(L+2)) = 10 .^ (maskdB_(1:L)/20);
+      phase = determine_phase(model_, f);
+      assert(length(phase) == fft_enc);
+      Aw = zeros(1, fft_enc*2); 
+      Aw(1:2:fft_enc*2) = cos(phase);
+      Aw(2:2:fft_enc*2) = -sin(phase);
+      fwrite(faw, Aw, "float32");    
+    end
+  end
+
+  fclose(fam);
+  fclose(fWo);
+  if synth_phase
+    fclose(faw);
+  end
+
+  % save voicing file
+  
+  v_out_name = sprintf("%s_v.txt", samname);
+  fv  = fopen(v_out_name,"wt"); 
+  for f=1:length(v)
+    fprintf(fv,"%d\n", v(f));
+  end
+  fclose(fv);
+
+endfunction
+
+
+
+
+
+% decimate frame rate of mask, use linear interpolation in the log domain 
+
+function [maskdB_ Wo L] = decimate_frame_rate2(model, decimate, f, frames)
+    max_amp = 80;
+
+    % determine frames that bracket the one we need to interp
+
+    left_f = decimate*floor((f-1)/decimate)+1; 
+    right_f = left_f + decimate;
+    if right_f > frames
+      right_f = left_f;
+    end
+
+    % determine fraction of each frame to use
+
+    left_fraction  = 1 - mod((f-1),decimate)/decimate;
+    right_fraction = 1 - left_fraction;
+
+    % printf("f: %d left_f: %d right_f: %d left_fraction: %3.2f right_fraction: %3.2f \n", f, left_f, right_f, left_fraction, right_fraction)
+
+    % fit splines to left and right masks
+
+    left_Wo = model(left_f,1);
+    left_L = min([model(left_f,2) max_amp]);
+    left_AmdB = 20*log10(model(left_f,3:(left_L+2)));
+    left_mask_sample_freqs_kHz = (1:left_L)*left_Wo*4/pi;
+    
+    right_Wo = model(right_f,1);
+    right_L = min([model(right_f,2) max_amp]);
+    right_AmdB = 20*log10(model(right_f,3:(right_L+2)));
+    right_mask_sample_freqs_kHz = (1:right_L)*right_Wo*4/pi;
+
+    % printf("  right_Wo: %f left_Wo: %f  right_L: %d  left_L %d\n",right_Wo,left_Wo,right_L,left_L);
+    printf("%f %f\n", left_AmdB(left_L), right_AmdB(right_L));
+
+    maskdB_left_pp = splinefit(left_mask_sample_freqs_kHz, left_AmdB, left_L);
+    maskdB_right_pp = splinefit(right_mask_sample_freqs_kHz, right_AmdB, right_L);
+
+    % determine mask for left and right frames, sampling at Wo for this frame
+
+    Wo = left_fraction*left_Wo + right_fraction*right_Wo;
+    L = floor(pi/Wo);
+    %Wo = model(f,1); L = model(f,2);
+
+    mask_sample_freqs_kHz = (1:L)*Wo*4/pi;
+    maskdB_left = ppval(maskdB_left_pp, mask_sample_freqs_kHz);
+    maskdB_right = ppval(maskdB_right_pp, mask_sample_freqs_kHz);
+
+    maskdB_ = left_fraction*maskdB_left + right_fraction*maskdB_right;
+endfunction
+
+function amodel = post_filter(amodel)
+    max_amp = 80;
+
+    % post filter 
+
+    L = min([amodel(2) max_amp-1]);
+    Wo = amodel(1);
+    Am_ = amodel(3:(L+2));
+    AmdB_ = 20*log10(Am_);
+    AmdB_pf = AmdB_*1.5;
+    AmdB_pf += max(AmdB_) - max(AmdB_pf);
+    amodel(3:(L+2)) = 10 .^ (AmdB_pf(1:L)/20);
+endfunction
+
+
+function index = encode_log_Wo(Wo, bits)
+    Wo_levels = 2.^bits;
+    Wo_min = 2*pi/160;
+    Wo_max = 2*pi/20;
+
+    norm = (log10(Wo) - log10(Wo_min))/(log10(Wo_max) - log10(Wo_min));
+    index = floor(Wo_levels * norm + 0.5);
+    index = max(index, 0);
+    index = min(index, Wo_levels-1);
+endfunction
+
+
+function Wo = decode_log_Wo(index, bits)
+    Wo_levels = 2.^bits;
+    Wo_min = 2*pi/160;
+    Wo_max = 2*pi/20;
+
+    step = (log10(Wo_max) - log10(Wo_min))/Wo_levels;
+    Wo   = log10(Wo_min) + step*index;
+
+    Wo = 10 .^ Wo;
+endfunction
+
+% Given a matrix with indexes on each row, convert to a bit stream and
+% write to file.  We only write every 4th frame due to DIT
+
+function write_bit_stream_file(fn, ind_log, bits_per_param)
+  fbit  = fopen(fn,"wb"); 
+  decimate = 4;
+
+  % take a row of quantiser indexes, convert to bits, save to file
+
+  [frames nind] = size(ind_log);
+  for f=1:decimate:frames
+    frame_of_bits = [];
+    arow = ind_log(f,:);
+    for i=1:nind
+      %printf("i: %d bits_per_param: %d\n", i, bits_per_param(i));
+      some_bits = index_to_bits(arow(i), bits_per_param(i));
+      frame_of_bits = [frame_of_bits some_bits];
+    end
+    fwrite(fbit, frame_of_bits, "uchar");
+  end
+  fclose(fbit);
+endfunction
+
+
+% convert index to binary bits
+
+function bits = index_to_bits(value, numbits)
+  levels = 2.^numbits;
+  bits = zeros(1, numbits);
+  for b=1:numbits
+    bits(b) = bitand(value,2^(numbits-b)) != 0;
+  end
+end
+
+
+function value = bits_to_index(bits, numbits)
+  value = 2.^(numbits-1:-1:0) * bits;
+endfunction
+
+
+% determine 4 voicing bits based on 2 decimated voicing bits
+
+function [v] = est_voicing_bits(v1, v5)
+  if v1 == v5
+    v(1:4) = v1;
+  else
+    v(1:2) = v1;
+    v(3:4) = v5;
+  end
+endfunction
diff --git a/codec2-dev/octave/newamp_batch.m b/codec2-dev/octave/newamp_batch.m
index fc6b870a..95932b73 100644
--- a/codec2-dev/octave/newamp_batch.m
+++ b/codec2-dev/octave/newamp_batch.m
@@ -25,8 +25,9 @@ function [dk_log D1_log] = newamp_batch(samname, optional_Am_out_name, optional_
   max_amp = 80;
   k = 10;
   decimate = 4;
-  dec_in_freq = 1;
   dec_in_time = 1;
+  dec_in_freq = 1;
+  decimate = 4;
   synth_phase = 1;
   vq_en = 1;
   dk_log = []; D1_log = [];
@@ -40,26 +41,6 @@ function [dk_log D1_log] = newamp_batch(samname, optional_Am_out_name, optional_
   model_ = zeros(frames, nc);
   non_masked_m = zeros(frames,max_amp);
 
-  if nargin == 1
-    Am_out_name = sprintf("%s_am.out", samname);
-    Aw_out_name = sprintf("%s_aw.out", samname);
-  end
-  if nargin >= 2
-    Am_out_name = optional_Am_out_name;
-  end
-  if nargin >= 3
-    Aw_out_name = optional_Aw_out_name;
-    faw = fopen(Aw_out_name,"wb"); 
-  end
-   
-  fam  = fopen(Am_out_name,"wb"); 
-  if synth_phase
-    faw = fopen(Aw_out_name,"wb"); 
-  end
-
-  Wo_out_name = sprintf("%s_Wo.out", samname);
-  fWo  = fopen(Wo_out_name,"wb"); 
-
   voicing_name = strcat(samname,"_pitche.txt");
   voicing = zeros(1,frames);
   if exist(voicing_name, "file") == 2
@@ -127,271 +108,6 @@ function [dk_log D1_log] = newamp_batch(samname, optional_Am_out_name, optional_
   bit_stream_name = strcat(samname,".bit");
   bits_per_param = [6 1 8 8 4 1];
   write_bit_stream_file(bit_stream_name, ind_log, bits_per_param);
-
-  % read in bit stream and convert to ind_log[]
-
-  ind_log = [];
-  fbit  = fopen(bit_stream_name, "rb"); 
-  bits_per_frame = sum(bits_per_param);
-  nind = length(bits_per_param);
-
-  [frame nread] = fread(fbit, sum(bits_per_param), "uchar");
-  while (nread == bits_per_frame)
-    % read a frame, convert to indexes
-
-    nbit = 1;
-    ind = [];
-    for i=1:nind
-      field = frame(nbit:nbit+bits_per_param(i)-1);
-      nbit += bits_per_param(i);
-      ind = [ind bits_to_index(field, bits_per_param(i))];
-    end
-    ind_log = [ind_log; ind];
-    [frame nread] = fread(fbit, sum(bits_per_param), "uchar");
-  endwhile
-  fclose(fbit);
-
-  % convert ind_log to modem params
-
-  frames = 4*length(ind_log);
-  model_ = zeros(frames, max_amp+2);
-  v      = zeros(frames,1);
-
-  fdec = 1;
-  for f=1:4:frames
-    ind_Wo = ind_log(fdec,1);
-
-    Wo = decode_log_Wo(ind_Wo, 6);
-    L = floor(pi/Wo);
-    L = min([L max_amp-1]);
-    model_(f,1) = Wo;
-    model_(f,2) = L;
-    
-    v1 = ind_log(fdec,2); 
-    if (fdec+1) < length(ind_log)
-      v5 = ind_log(fdec+1,2);
-    else
-      v5 = 0;
-    end
-    v(f:f+3) = est_voicing_bits(v1, v5);
-
-    ind_vq = ind_log(fdec,3:5) + 1;
-    [dk_ D1_] = index_to_params(ind_vq, vq);
-    maskdB_ = params_to_mask(L, k, dk_, D1_);
-    Am_ = zeros(1,max_amp);
-    Am_ = 10 .^ (maskdB_(1:L)/20); 
-    model_(f,3:(L+2)) = Am_;
-
-    fdec += 1;
-  end
-
-  % decoder loop -----------------------------------------------------
-
-  if train
-    % short circuit decoder
-    frames = 0;
-  end
-
-  % run post filter ahead of time so dec in time has post filtered frames to work with
-
-  for f=1:frames
-    model_(f,:) = post_filter(model_(f,:));
-  end
-
-  for f=1:frames
-    %printf("frame: %d\n", f);
-    L = min([model_(f,2) max_amp-1]);
-    Wo = model_(f,1);
-    Am_ = model_(f,3:(L+2));
-
-    maskdB_ = 20*log10(Am_);
-
-    if dec_in_time
-      % decimate mask samples in time
-
-      [maskdB_ Wo L] = decimate_frame_rate2(model_, decimate, f, frames);
-      model_(f,1) = Wo;
-      model_(f,2) = L;
-    end
-
-    Am_ = zeros(1,max_amp);
-    Am_(2:L) = 10 .^ (maskdB_(1:L-1)/20);  % C array doesnt use A[0]
-    fwrite(fam, Am_, "float32");
-    fwrite(fWo, Wo, "float32");
-
-    if synth_phase
-
-      % synthesis phase spectra from magnitiude spectra using minimum phase techniques
-
-      fft_enc = 512;
-      model_(f,3:(L+2)) = 10 .^ (maskdB_(1:L)/20);
-      phase = determine_phase(model_, f);
-      assert(length(phase) == fft_enc);
-      Aw = zeros(1, fft_enc*2); 
-      Aw(1:2:fft_enc*2) = cos(phase);
-      Aw(2:2:fft_enc*2) = -sin(phase);
-      fwrite(faw, Aw, "float32");    
-    end
-  end
-
-  fclose(fam);
-  fclose(fWo);
-  if synth_phase
-    fclose(faw);
-  end
-
-  if exist(voicing_name, "file") == 2
-    % save voicing file
-  
-    v_out_name = sprintf("%s_v.txt", samname);
-    fv  = fopen(v_out_name,"wt"); 
-    for f=1:length(v)
-      fprintf(fv,"%d\n", v(f));
-    end
-    fclose(fv);
-  end
-
-  printf("\nsd_sum: %5.2f\n", sd_sum/frames);
-  printf("\n");
-endfunction
-
-
-% decimate frame rate of mask, use linear interpolation in the log domain 
-
-function [maskdB_ Wo L] = decimate_frame_rate2(model, decimate, f, frames)
-    max_amp = 80;
-
-    % determine frames that bracket the one we need to interp
-
-    left_f = decimate*floor((f-1)/decimate)+1; 
-    right_f = left_f + decimate;
-    if right_f > frames
-      right_f = left_f;
-    end
-
-    % determine fraction of each frame to use
-
-    left_fraction  = 1 - mod((f-1),decimate)/decimate;
-    right_fraction = 1 - left_fraction;
-
-    % printf("f: %d left_f: %d right_f: %d left_fraction: %3.2f right_fraction: %3.2f \n", f, left_f, right_f, left_fraction, right_fraction)
-
-    % fit splines to left and right masks
-
-    left_Wo = model(left_f,1);
-    left_L = min([model(left_f,2) max_amp]);
-    left_AmdB = 20*log10(model(left_f,3:(left_L+2)));
-    left_mask_sample_freqs_kHz = (1:left_L)*left_Wo*4/pi;
-    
-    right_Wo = model(right_f,1);
-    right_L = min([model(right_f,2) max_amp]);
-    right_AmdB = 20*log10(model(right_f,3:(right_L+2)));
-    right_mask_sample_freqs_kHz = (1:right_L)*right_Wo*4/pi;
-
-    % printf("  right_Wo: %f left_Wo: %f  right_L: %d  left_L %d\n",right_Wo,left_Wo,right_L,left_L);
-    printf("%f %f\n", left_AmdB(left_L), right_AmdB(right_L));
-
-    maskdB_left_pp = splinefit(left_mask_sample_freqs_kHz, left_AmdB, left_L);
-    maskdB_right_pp = splinefit(right_mask_sample_freqs_kHz, right_AmdB, right_L);
-
-    % determine mask for left and right frames, sampling at Wo for this frame
-
-    Wo = left_fraction*left_Wo + right_fraction*right_Wo;
-    L = floor(pi/Wo);
-    %Wo = model(f,1); L = model(f,2);
-
-    mask_sample_freqs_kHz = (1:L)*Wo*4/pi;
-    maskdB_left = ppval(maskdB_left_pp, mask_sample_freqs_kHz);
-    maskdB_right = ppval(maskdB_right_pp, mask_sample_freqs_kHz);
-
-    maskdB_ = left_fraction*maskdB_left + right_fraction*maskdB_right;
-endfunction
-
-function amodel = post_filter(amodel)
-    max_amp = 80;
-
-    % post filter 
-
-    L = min([amodel(2) max_amp-1]);
-    Wo = amodel(1);
-    Am_ = amodel(3:(L+2));
-    AmdB_ = 20*log10(Am_);
-    AmdB_pf = AmdB_*1.5;
-    AmdB_pf += max(AmdB_) - max(AmdB_pf);
-    amodel(3:(L+2)) = 10 .^ (AmdB_pf(1:L)/20);
-endfunction
-
-
-function index = encode_log_Wo(Wo, bits)
-    Wo_levels = 2.^bits;
-    Wo_min = 2*pi/160;
-    Wo_max = 2*pi/20;
-
-    norm = (log10(Wo) - log10(Wo_min))/(log10(Wo_max) - log10(Wo_min));
-    index = floor(Wo_levels * norm + 0.5);
-    index = max(index, 0);
-    index = min(index, Wo_levels-1);
-endfunction
-
-
-function Wo = decode_log_Wo(index, bits)
-    Wo_levels = 2.^bits;
-    Wo_min = 2*pi/160;
-    Wo_max = 2*pi/20;
-
-    step = (log10(Wo_max) - log10(Wo_min))/Wo_levels;
-    Wo   = log10(Wo_min) + step*index;
-
-    Wo = 10 .^ Wo;
-endfunction
-
-% Given a matrix with indexes on each row, convert to a bit stream and
-% write to file.  We only write every 4th frame due to DIT
-
-function write_bit_stream_file(fn, ind_log, bits_per_param)
-  fbit  = fopen(fn,"wb"); 
-  decimate = 4;
-
-  % take a row of quantiser indexes, convert to bits, save to file
-
-  [frames nind] = size(ind_log);
-  for f=1:decimate:frames
-    frame_of_bits = [];
-    arow = ind_log(f,:);
-    for i=1:nind
-      %printf("i: %d bits_per_param: %d\n", i, bits_per_param(i));
-      some_bits = index_to_bits(arow(i), bits_per_param(i));
-      frame_of_bits = [frame_of_bits some_bits];
-    end
-    fwrite(fbit, frame_of_bits, "uchar");
-  end
-  fclose(fbit);
-endfunction
-
-
-% convert index to binary bits
-
-function bits = index_to_bits(value, numbits)
-  levels = 2.^numbits;
-  bits = zeros(1, numbits);
-  for b=1:numbits
-    bits(b) = bitand(value,2^(numbits-b)) != 0;
-  end
-end
-
-
-function value = bits_to_index(bits, numbits)
-  value = 2.^(numbits-1:-1:0) * bits;
-endfunction
-
-
-% determine 4 voicing bits based on 2 decimated voicing bits
-
-function [v] = est_voicing_bits(v1, v5)
-  if v1 == v5
-    v(1:4) = v1;
-  else
-    v(1:2) = v1;
-    v(3:4) = v5;
-  end
+  decode_from_bit_stream(samname);
 endfunction
+  
diff --git a/codec2-dev/octave/vq b/codec2-dev/octave/vq
new file mode 100644
index 00000000..d5ab5918
--- /dev/null
+++ b/codec2-dev/octave/vq
@@ -0,0 +1,10247 @@
+# Created by Octave 3.8.1, Sat Apr 23 08:58:51 2016 AEST <david@penetrator>
+# name: vq
+# type: matrix
+# ndims: 3
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-- 
2.25.1