Oops, forgot to add the Ghost/ceft vq files

libcelt/vq.c

+/* (C) 2007 Jean-Marc Valin, CSIRO
+*/
+/*
+   Redistribution and use in source and binary forms, with or without
+   modification, are permitted provided that the following conditions
+   are met:
+   
+   - Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+   
+   - Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+   
+   - Neither the name of the Xiph.org Foundation nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+   
+   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+   ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+   A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE FOUNDATION OR
+   CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*/
+
+#include <math.h>
+#include <stdlib.h>
+
+/* Algebraic pulse-base quantiser. The signal x is replaced by the sum of the pitch 
+   a combination of pulses such that its norm is still equal to 1 */
+void alg_quant(float *x, int N, int K, float *p)
+{
+   float y[N];
+   int i,j;
+   float xy = 0;
+   float yy = 0;
+   float yp = 0;
+   float Rpp=0;
+   float gain=0;
+   for (j=0;j<N;j++)
+      Rpp += p[j]*p[j];
+   for (i=0;i<N;i++)
+      y[i] = 0;
+      
+   for (i=0;i<K;i++)
+   {
+      int best_id=0;
+      float max_val=-1e10;
+      float best_xy=0, best_yy=0, best_yp = 0;
+      for (j=0;j<N;j++)
+      {
+         float tmp_xy, tmp_yy, tmp_yp;
+         float score;
+         float g;
+         tmp_xy = xy + fabs(x[j]);
+         tmp_yy = yy + 2*fabs(y[j]) + 1;
+         if (x[j]>0)
+            tmp_yp = yp + p[j];
+         else
+            tmp_yp = yp - p[j];
+         g = (sqrt(tmp_yp*tmp_yp + tmp_yy - tmp_yy*Rpp) - tmp_yp)/tmp_yy;
+         score = 2*g*tmp_xy - g*g*tmp_yy;
+         if (score>max_val)
+         {
+            max_val = score;
+            best_id = j;
+            best_xy = tmp_xy;
+            best_yy = tmp_yy;
+            best_yp = tmp_yp;
+            gain = g;
+         }
+      }
+
+      xy = best_xy;
+      yy = best_yy;
+      yp = best_yp;
+      if (x[best_id]>0)
+         y[best_id] += 1;
+      else
+         y[best_id] -= 1;
+   }
+   
+   for (i=0;i<N;i++)
+      x[i] = p[i]+gain*y[i];
+   
+}
+
+/* Improved algebraic pulse-base quantiser. The signal x is replaced by the sum of the pitch 
+   a combination of pulses such that its norm is still equal to 1. The only difference with 
+   the quantiser above is that the search is more complete. */
+void alg_quant2(float *x, int N, int K, float *p)
+{
+   int L = 5;
+   //float tata[200];
+   float y[L][N];
+   //float tata2[200];
+   float ny[L][N];
+   int i, j, m;
+   float xy[L], nxy[L];
+   float yy[L], nyy[L];
+   float yp[L], nyp[L];
+   float best_scores[L];
+   float Rpp=0;
+   float gain[L];
+   int maxL = 1;
+   for (j=0;j<N;j++)
+      Rpp += p[j]*p[j];
+   for (m=0;m<L;m++)
+      for (i=0;i<N;i++)
+         y[m][i] = 0;
+      
+   for (m=0;m<L;m++)
+      for (i=0;i<N;i++)
+         ny[m][i] = 0;
+
+   for (m=0;m<L;m++)
+      xy[m] = yy[m] = yp[m] = gain[m] = 0;
+   
+   for (i=0;i<K;i++)
+   {
+      int L2 = L;
+      if (L>maxL)
+      {
+         L2 = maxL;
+         maxL *= N;
+      }
+      for (m=0;m<L;m++)
+         best_scores[m] = -1e10;
+
+      for (m=0;m<L2;m++)
+      {
+         for (j=0;j<N;j++)
+         {
+            //fprintf (stderr, "%d/%d %d/%d %d/%d\n", i, K, m, L2, j, N);
+            float tmp_xy, tmp_yy, tmp_yp;
+            float score;
+            float g;
+            tmp_xy = xy[m] + fabs(x[j]);
+            tmp_yy = yy[m] + 2*fabs(y[m][j]) + 1;
+            if (x[j]>0)
+               tmp_yp = yp[m] + p[j];
+            else
+               tmp_yp = yp[m] - p[j];
+            g = (sqrt(tmp_yp*tmp_yp + tmp_yy - tmp_yy*Rpp) - tmp_yp)/tmp_yy;
+            score = 2*g*tmp_xy - g*g*tmp_yy;
+
+            if (score>best_scores[L-1])
+            {
+               int k, n;
+               int id = L-1;
+               while (id > 0 && score > best_scores[id-1])
+                  id--;
+               
+               for (k=L-1;k>id;k--)
+               {
+                  nxy[k] = nxy[k-1];
+                  nyy[k] = nyy[k-1];
+                  nyp[k] = nyp[k-1];
+                  //fprintf(stderr, "%d %d \n", N, k);
+                  for (n=0;n<N;n++)
+                     ny[k][n] = ny[k-1][n];
+                  gain[k] = gain[k-1];
+                  best_scores[k] = best_scores[k-1];
+               }
+
+               nxy[id] = tmp_xy;
+               nyy[id] = tmp_yy;
+               nyp[id] = tmp_yp;
+               gain[id] = g;
+               for (n=0;n<N;n++)
+                  ny[id][n] = y[m][n];
+               if (x[j]>0)
+                  ny[id][j] += 1;
+               else
+                  ny[id][j] -= 1;
+               best_scores[id] = score;
+            }
+            
+         }
+         
+      }
+      int k,n;
+      for (k=0;k<L;k++)
+      {
+         xy[k] = nxy[k];
+         yy[k] = nyy[k];
+         yp[k] = nyp[k];
+         for (n=0;n<N;n++)
+            y[k][n] = ny[k][n];
+      }
+
+   }
+   
+   for (i=0;i<N;i++)
+      x[i] = p[i]+gain[0]*y[0][i];
+   
+}
+
+/* Just replace the band with noise of unit energy */
+void noise_quant(float *x, int N, int K, float *p)
+{
+   int i;
+   float E = 1e-10;
+   for (i=0;i<N;i++)
+   {
+      x[i] = (rand()%1000)/500.-1;
+      E += x[i]*x[i];
+   }
+   E = 1./sqrt(E);
+   for (i=0;i<N;i++)
+   {
+      x[i] *= E;
+   }
+}

libcelt/vq.h

+/* (C) 2007 Jean-Marc Valin, CSIRO
+*/
+/*
+   Redistribution and use in source and binary forms, with or without
+   modification, are permitted provided that the following conditions
+   are met:
+   
+   - Redistributions of source code must retain the above copyright
+   notice, this list of conditions and the following disclaimer.
+   
+   - Redistributions in binary form must reproduce the above copyright
+   notice, this list of conditions and the following disclaimer in the
+   documentation and/or other materials provided with the distribution.
+   
+   - Neither the name of the Xiph.org Foundation nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+   
+   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+   ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+   A PARTICULAR PURPOSE ARE DISCLAIMED.  IN NO EVENT SHALL THE FOUNDATION OR
+   CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
+   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+*/
+
+#ifndef VQ_H
+#define VQ_H
+
+/* Algebraic pulse-base quantiser. The signal x is replaced by the sum of the pitch 
+   a combination of pulses such that its norm is still equal to 1 */
+void alg_quant(float *x, int N, int K, float *p);
+
+/* Improved algebraic pulse-base quantiser. The signal x is replaced by the sum of the pitch 
+   a combination of pulses such that its norm is still equal to 1. The only difference with 
+   the quantiser above is that the search is more complete. */
+void alg_quant2(float *x, int N, int K, float *p);
+
+/* Just replace the band with noise of unit energy */
+void noise_quant(float *x, int N, int K, float *p);
+
+
+#endif /* VQ_H */