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  1. /*
  2.  * LPC utility code
  3.  * Copyright (c) 2006  Justin Ruggles <justin.ruggles@gmail.com>
  4.  *
  5.  * This file is part of FFmpeg.
  6.  *
  7.  * FFmpeg is free software; you can redistribute it and/or
  8.  * modify it under the terms of the GNU Lesser General Public
  9.  * License as published by the Free Software Foundation; either
  10.  * version 2.1 of the License, or (at your option) any later version.
  11.  *
  12.  * FFmpeg is distributed in the hope that it will be useful,
  13.  * but WITHOUT ANY WARRANTY; without even the implied warranty of
  14.  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
  15.  * Lesser General Public License for more details.
  16.  *
  17.  * You should have received a copy of the GNU Lesser General Public
  18.  * License along with FFmpeg; if not, write to the Free Software
  19.  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
  20.  */
  21.  
  22. #ifndef AVCODEC_LPC_H
  23. #define AVCODEC_LPC_H
  24.  
  25. #include <stdint.h>
  26. #include "libavutil/avassert.h"
  27. #include "libavutil/lls.h"
  28. #include "aac_defines.h"
  29.  
  30. #define ORDER_METHOD_EST     0
  31. #define ORDER_METHOD_2LEVEL  1
  32. #define ORDER_METHOD_4LEVEL  2
  33. #define ORDER_METHOD_8LEVEL  3
  34. #define ORDER_METHOD_SEARCH  4
  35. #define ORDER_METHOD_LOG     5
  36.  
  37. #define MIN_LPC_ORDER        1
  38. #define MAX_LPC_ORDER       32
  39.  
  40. /**
  41.  * LPC analysis type
  42.  */
  43. enum FFLPCType {
  44.     FF_LPC_TYPE_DEFAULT     = -1, ///< use the codec default LPC type
  45.     FF_LPC_TYPE_NONE        =  0, ///< do not use LPC prediction or use all zero coefficients
  46.     FF_LPC_TYPE_FIXED       =  1, ///< fixed LPC coefficients
  47.     FF_LPC_TYPE_LEVINSON    =  2, ///< Levinson-Durbin recursion
  48.     FF_LPC_TYPE_CHOLESKY    =  3, ///< Cholesky factorization
  49.     FF_LPC_TYPE_NB              , ///< Not part of ABI
  50. };
  51.  
  52. typedef struct LPCContext {
  53.     int blocksize;
  54.     int max_order;
  55.     enum FFLPCType lpc_type;
  56.     double *windowed_buffer;
  57.     double *windowed_samples;
  58.  
  59.     /**
  60.      * Apply a Welch window to an array of input samples.
  61.      * The output samples have the same scale as the input, but are in double
  62.      * sample format.
  63.      * @param data    input samples
  64.      * @param len     number of input samples
  65.      * @param w_data  output samples
  66.      */
  67.     void (*lpc_apply_welch_window)(const int32_t *data, int len,
  68.                                    double *w_data);
  69.     /**
  70.      * Perform autocorrelation on input samples with delay of 0 to lag.
  71.      * @param data  input samples.
  72.      *              constraints: no alignment needed, but must have at
  73.      *              least lag*sizeof(double) valid bytes preceding it, and
  74.      *              size must be at least (len+1)*sizeof(double) if data is
  75.      *              16-byte aligned or (len+2)*sizeof(double) if data is
  76.      *              unaligned.
  77.      * @param len   number of input samples to process
  78.      * @param lag   maximum delay to calculate
  79.      * @param autoc output autocorrelation coefficients.
  80.      *              constraints: array size must be at least lag+1.
  81.      */
  82.     void (*lpc_compute_autocorr)(const double *data, int len, int lag,
  83.                                  double *autoc);
  84.  
  85.     // TODO: these should be allocated to reduce ABI compatibility issues
  86.     LLSModel lls_models[2];
  87. } LPCContext;
  88.  
  89.  
  90. /**
  91.  * Calculate LPC coefficients for multiple orders
  92.  */
  93. int ff_lpc_calc_coefs(LPCContext *s,
  94.                       const int32_t *samples, int blocksize, int min_order,
  95.                       int max_order, int precision,
  96.                       int32_t coefs[][MAX_LPC_ORDER], int *shift,
  97.                       enum FFLPCType lpc_type, int lpc_passes,
  98.                       int omethod, int max_shift, int zero_shift);
  99.  
  100. int ff_lpc_calc_ref_coefs(LPCContext *s,
  101.                           const int32_t *samples, int order, double *ref);
  102.  
  103. double ff_lpc_calc_ref_coefs_f(LPCContext *s, const float *samples, int len,
  104.                                int order, double *ref);
  105.  
  106. /**
  107.  * Initialize LPCContext.
  108.  */
  109. int ff_lpc_init(LPCContext *s, int blocksize, int max_order,
  110.                 enum FFLPCType lpc_type);
  111. void ff_lpc_init_x86(LPCContext *s);
  112.  
  113. /**
  114.  * Uninitialize LPCContext.
  115.  */
  116. void ff_lpc_end(LPCContext *s);
  117.  
  118. #if USE_FIXED
  119. #define LPC_TYPE int
  120. #else
  121. #ifdef LPC_USE_DOUBLE
  122. #define LPC_TYPE double
  123. #else
  124. #define LPC_TYPE float
  125. #endif
  126. #endif // USE_FIXED
  127.  
  128. /**
  129.  * Schur recursion.
  130.  * Produces reflection coefficients from autocorrelation data.
  131.  */
  132. static inline void compute_ref_coefs(const LPC_TYPE *autoc, int max_order,
  133.                                      LPC_TYPE *ref, LPC_TYPE *error)
  134. {
  135.     int i, j;
  136.     LPC_TYPE err;
  137.     LPC_TYPE gen0[MAX_LPC_ORDER], gen1[MAX_LPC_ORDER];
  138.  
  139.     for (i = 0; i < max_order; i++)
  140.         gen0[i] = gen1[i] = autoc[i + 1];
  141.  
  142.     err    = autoc[0];
  143.     ref[0] = -gen1[0] / err;
  144.     err   +=  gen1[0] * ref[0];
  145.     if (error)
  146.         error[0] = err;
  147.     for (i = 1; i < max_order; i++) {
  148.         for (j = 0; j < max_order - i; j++) {
  149.             gen1[j] = gen1[j + 1] + ref[i - 1] * gen0[j];
  150.             gen0[j] = gen1[j + 1] * ref[i - 1] + gen0[j];
  151.         }
  152.         ref[i] = -gen1[0] / err;
  153.         err   +=  gen1[0] * ref[i];
  154.         if (error)
  155.             error[i] = err;
  156.     }
  157. }
  158.  
  159. /**
  160.  * Levinson-Durbin recursion.
  161.  * Produce LPC coefficients from autocorrelation data.
  162.  */
  163. static inline int AAC_RENAME(compute_lpc_coefs)(const LPC_TYPE *autoc, int max_order,
  164.                                     LPC_TYPE *lpc, int lpc_stride, int fail,
  165.                                     int normalize)
  166. {
  167.     int i, j;
  168.     LPC_TYPE err = 0;
  169.     LPC_TYPE *lpc_last = lpc;
  170.  
  171.     av_assert2(normalize || !fail);
  172.  
  173.     if (normalize)
  174.         err = *autoc++;
  175.  
  176.     if (fail && (autoc[max_order - 1] == 0 || err <= 0))
  177.         return -1;
  178.  
  179.     for(i=0; i<max_order; i++) {
  180.         LPC_TYPE r = AAC_SRA_R(-autoc[i], 5);
  181.  
  182.         if (normalize) {
  183.             for(j=0; j<i; j++)
  184.                 r -= lpc_last[j] * autoc[i-j-1];
  185.  
  186.             r /= err;
  187.             err *= FIXR(1.0) - (r * r);
  188.         }
  189.  
  190.         lpc[i] = r;
  191.  
  192.         for(j=0; j < (i+1)>>1; j++) {
  193.             LPC_TYPE f = lpc_last[    j];
  194.             LPC_TYPE b = lpc_last[i-1-j];
  195.             lpc[    j] = f + AAC_MUL26(r, b);
  196.             lpc[i-1-j] = b + AAC_MUL26(r, f);
  197.         }
  198.  
  199.         if (fail && err < 0)
  200.             return -1;
  201.  
  202.         lpc_last = lpc;
  203.         lpc += lpc_stride;
  204.     }
  205.  
  206.     return 0;
  207. }
  208.  
  209. #endif /* AVCODEC_LPC_H */
  210.