Example #1
0
void WebRtcIlbcfix_CreateAugmentedVec(
    size_t index,          /* (i) Index for the augmented vector to be
                              created */
    const int16_t* buffer, /* (i) Pointer to the end of the codebook memory
                              that is used for creation of the augmented
                              codebook */
    int16_t* cbVec) {      /* (o) The constructed codebook vector */
  size_t ilow;
  const int16_t *ppo, *ppi;
  int16_t cbVecTmp[4];
  /* Interpolation starts 4 elements before cbVec+index, but must not start
     outside |cbVec|; clamping interp_len to stay within |cbVec|.
   */
  size_t interp_len = WEBRTC_SPL_MIN(index, 4);

  ilow = index - interp_len;

  /* copy the first noninterpolated part */
  ppo = buffer-index;
  WEBRTC_SPL_MEMCPY_W16(cbVec, ppo, index);

  /* interpolation */
  ppo = buffer - interp_len;
  ppi = buffer - index - interp_len;

  /* perform cbVec[ilow+k] = ((ppi[k]*alphaTbl[k])>>15) +
                             ((ppo[k]*alphaTbl[interp_len-1-k])>>15);
     for k = 0..interp_len-1
  */
  WebRtcSpl_ElementwiseVectorMult(&cbVec[ilow], ppi, WebRtcIlbcfix_kAlpha,
                                  interp_len, 15);
  WebRtcSpl_ReverseOrderMultArrayElements(
      cbVecTmp, ppo, &WebRtcIlbcfix_kAlpha[interp_len - 1], interp_len, 15);
  WebRtcSpl_AddVectorsAndShift(&cbVec[ilow], &cbVec[ilow], cbVecTmp, interp_len,
                               0);

  /* copy the second noninterpolated part */
  ppo = buffer - index;
  /* |tempbuff2| is declared in WebRtcIlbcfix_GetCbVec and is SUBL+5 elements
     long. |buffer| points one element past the end of that vector, i.e., at
     tempbuff2+SUBL+5. Since ppo=buffer-index, we cannot read any more than
     |index| elements from |ppo|.

     |cbVec| is declared to be SUBL elements long in WebRtcIlbcfix_CbConstruct.
     Therefore, we can only write SUBL-index elements to cbVec+index.

     These two conditions limit the number of elements to copy.
   */
  WEBRTC_SPL_MEMCPY_W16(cbVec+index, ppo, WEBRTC_SPL_MIN(SUBL-index, index));
}
Example #2
0
// Maximum absolute value of word32 vector. C version for generic platforms.
int32_t WebRtcSpl_MaxAbsValueW32C(const int32_t* vector, size_t length) {
  // Use uint32_t for the local variables, to accommodate the return value
  // of abs(0x80000000), which is 0x80000000.

  uint32_t absolute = 0, maximum = 0;
  size_t i = 0;

  assert(length > 0);

  for (i = 0; i < length; i++) {
    absolute = abs((int)vector[i]);
    if (absolute > maximum) {
      maximum = absolute;
    }
  }

  maximum = WEBRTC_SPL_MIN(maximum, WEBRTC_SPL_WORD32_MAX);

  return (int32_t)maximum;
}
Example #3
0
// Maximum absolute value of word32 vector.
int32_t WebRtcSpl_MaxAbsValueW32(const int32_t* vector, int length) {
  // Use uint32_t for the local variables, to accommodate the return value
  // of abs(0x80000000), which is 0x80000000.

  uint32_t absolute = 0, maximum = 0;
  int i = 0;

  if (vector == NULL || length <= 0) {
    return -1;
  }

  for (i = 0; i < length; i++) {
    absolute = abs((int)vector[i]);
    if (absolute > maximum) {
      maximum = absolute;
    }
  }

  maximum = WEBRTC_SPL_MIN(maximum, WEBRTC_SPL_WORD32_MAX);

  return (int32_t)maximum;
}
Example #4
0
void WebRtcIlbcfix_EncodeImpl(
    WebRtc_UWord16 *bytes,     /* (o) encoded data bits iLBC */
    const WebRtc_Word16 *block, /* (i) speech vector to encode */
    iLBC_Enc_Inst_t *iLBCenc_inst /* (i/o) the general encoder
                                     state */
                          ){
  int n, meml_gotten, Nfor, Nback;
  WebRtc_Word16 diff, start_pos;
  int index;
  int subcount, subframe;
  WebRtc_Word16 start_count, end_count;
  WebRtc_Word16 *residual;
  WebRtc_Word32 en1, en2;
  WebRtc_Word16 scale, max;
  WebRtc_Word16 *syntdenum;
  WebRtc_Word16 *decresidual;
  WebRtc_Word16 *reverseResidual;
  WebRtc_Word16 *reverseDecresidual;
  /* Stack based */
  WebRtc_Word16 weightdenum[(LPC_FILTERORDER + 1)*NSUB_MAX];
  WebRtc_Word16 dataVec[BLOCKL_MAX + LPC_FILTERORDER];
  WebRtc_Word16 memVec[CB_MEML+CB_FILTERLEN];
  WebRtc_Word16 bitsMemory[sizeof(iLBC_bits)/sizeof(WebRtc_Word16)];
  iLBC_bits *iLBCbits_inst = (iLBC_bits*)bitsMemory;


#ifdef SPLIT_10MS
  WebRtc_Word16 *weightdenumbuf = iLBCenc_inst->weightdenumbuf;
  WebRtc_Word16 last_bit;
#endif

  WebRtc_Word16 *data = &dataVec[LPC_FILTERORDER];
  WebRtc_Word16 *mem = &memVec[CB_HALFFILTERLEN];

  /* Reuse som buffers to save stack memory */
  residual = &iLBCenc_inst->lpc_buffer[LPC_LOOKBACK+BLOCKL_MAX-iLBCenc_inst->blockl];
  syntdenum = mem;      /* syntdenum[(LPC_FILTERORDER + 1)*NSUB_MAX] and mem are used non overlapping in the code */
  decresidual = residual;     /* Already encoded residual is overwritten by the decoded version */
  reverseResidual = data;     /* data and reverseResidual are used non overlapping in the code */
  reverseDecresidual = reverseResidual; /* Already encoded residual is overwritten by the decoded version */

#ifdef SPLIT_10MS

  WebRtcSpl_MemSetW16 (  (WebRtc_Word16 *) iLBCbits_inst, 0,
                         (WebRtc_Word16) (sizeof(iLBC_bits) / sizeof(WebRtc_Word16))  );

  start_pos = iLBCenc_inst->start_pos;
  diff = iLBCenc_inst->diff;

  if (iLBCenc_inst->section != 0){
    WEBRTC_SPL_MEMCPY_W16 (weightdenum, weightdenumbuf,
                           SCRATCH_ENCODE_DATAVEC - SCRATCH_ENCODE_WEIGHTDENUM);
    /* Un-Packetize the frame into parameters */
    last_bit = WebRtcIlbcfix_UnpackBits (iLBCenc_inst->bytes, iLBCbits_inst, iLBCenc_inst->mode);
    if (last_bit)
      return;
    /* adjust index */
    WebRtcIlbcfix_IndexConvDec (iLBCbits_inst->cb_index);

    if (iLBCenc_inst->section == 1){
      /* Save first 80 samples of a 160/240 sample frame for 20/30msec */
      WEBRTC_SPL_MEMCPY_W16 (iLBCenc_inst->past_samples, block, 80);
    }
    else{ // iLBCenc_inst->section == 2 AND mode = 30ms
      /* Save second 80 samples of a 240 sample frame for 30msec */
      WEBRTC_SPL_MEMCPY_W16 (iLBCenc_inst->past_samples + 80, block, 80);
    }
  }
  else{ // iLBCenc_inst->section == 0
    /* form a complete frame of 160/240 for 20msec/30msec mode */
    WEBRTC_SPL_MEMCPY_W16 (data + (iLBCenc_inst->mode * 8) - 80, block, 80);
    WEBRTC_SPL_MEMCPY_W16 (data, iLBCenc_inst->past_samples,
                           (iLBCenc_inst->mode * 8) - 80);
    iLBCenc_inst->Nfor_flag = 0;
    iLBCenc_inst->Nback_flag = 0;
#else
    /* copy input block to data*/
    WEBRTC_SPL_MEMCPY_W16(data,block,iLBCenc_inst->blockl);
#endif

    /* high pass filtering of input signal and scale down the residual (*0.5) */
    WebRtcIlbcfix_HpInput(data, (WebRtc_Word16*)WebRtcIlbcfix_kHpInCoefs,
                          iLBCenc_inst->hpimemy, iLBCenc_inst->hpimemx,
                          iLBCenc_inst->blockl);

    /* LPC of hp filtered input data */
    WebRtcIlbcfix_LpcEncode(syntdenum, weightdenum, iLBCbits_inst->lsf, data,
                            iLBCenc_inst);

    /* Set up state */
    WEBRTC_SPL_MEMCPY_W16(dataVec, iLBCenc_inst->anaMem, LPC_FILTERORDER);

    /* inverse filter to get residual */
    for (n=0; n<iLBCenc_inst->nsub; n++ ) {
      WebRtcSpl_FilterMAFastQ12(
          &data[n*SUBL], &residual[n*SUBL],
          &syntdenum[n*(LPC_FILTERORDER+1)],
          LPC_FILTERORDER+1, SUBL);
    }

    /* Copy the state for next frame */
    WEBRTC_SPL_MEMCPY_W16(iLBCenc_inst->anaMem, &data[iLBCenc_inst->blockl-LPC_FILTERORDER], LPC_FILTERORDER);

    /* find state location */

    iLBCbits_inst->startIdx = WebRtcIlbcfix_FrameClassify(iLBCenc_inst,residual);

    /* check if state should be in first or last part of the
       two subframes */

    index = (iLBCbits_inst->startIdx-1)*SUBL;
    max=WebRtcSpl_MaxAbsValueW16(&residual[index], 2*SUBL);
    scale=WebRtcSpl_GetSizeInBits(WEBRTC_SPL_MUL_16_16(max,max));

    /* Scale to maximum 25 bits so that the MAC won't cause overflow */
    scale = scale - 25;
    if(scale < 0) {
      scale = 0;
    }

    diff = STATE_LEN - iLBCenc_inst->state_short_len;
    en1=WebRtcSpl_DotProductWithScale(&residual[index], &residual[index],
                                      iLBCenc_inst->state_short_len, scale);
    index += diff;
    en2=WebRtcSpl_DotProductWithScale(&residual[index], &residual[index],
                                      iLBCenc_inst->state_short_len, scale);
    if (en1 > en2) {
      iLBCbits_inst->state_first = 1;
      start_pos = (iLBCbits_inst->startIdx-1)*SUBL;
    } else {
      iLBCbits_inst->state_first = 0;
      start_pos = (iLBCbits_inst->startIdx-1)*SUBL + diff;
    }

    /* scalar quantization of state */

    WebRtcIlbcfix_StateSearch(iLBCenc_inst, iLBCbits_inst, &residual[start_pos],
                              &syntdenum[(iLBCbits_inst->startIdx-1)*(LPC_FILTERORDER+1)],
                              &weightdenum[(iLBCbits_inst->startIdx-1)*(LPC_FILTERORDER+1)]);

    WebRtcIlbcfix_StateConstruct(iLBCbits_inst->idxForMax, iLBCbits_inst->idxVec,
                                 &syntdenum[(iLBCbits_inst->startIdx-1)*(LPC_FILTERORDER+1)],
                                 &decresidual[start_pos], iLBCenc_inst->state_short_len
                                 );

    /* predictive quantization in state */

    if (iLBCbits_inst->state_first) { /* put adaptive part in the end */

      /* setup memory */

      WebRtcSpl_MemSetW16(mem, 0, (WebRtc_Word16)(CB_MEML-iLBCenc_inst->state_short_len));
      WEBRTC_SPL_MEMCPY_W16(mem+CB_MEML-iLBCenc_inst->state_short_len,
                            decresidual+start_pos, iLBCenc_inst->state_short_len);

      /* encode subframes */

      WebRtcIlbcfix_CbSearch(iLBCenc_inst, iLBCbits_inst->cb_index, iLBCbits_inst->gain_index,
                             &residual[start_pos+iLBCenc_inst->state_short_len],
                             mem+CB_MEML-ST_MEM_L_TBL, ST_MEM_L_TBL, diff,
                             &weightdenum[iLBCbits_inst->startIdx*(LPC_FILTERORDER+1)], 0);

      /* construct decoded vector */

      WebRtcIlbcfix_CbConstruct(&decresidual[start_pos+iLBCenc_inst->state_short_len],
                                iLBCbits_inst->cb_index, iLBCbits_inst->gain_index,
                                mem+CB_MEML-ST_MEM_L_TBL, ST_MEM_L_TBL,
                                diff
                                );

    }
    else { /* put adaptive part in the beginning */

      /* create reversed vectors for prediction */

      WebRtcSpl_MemCpyReversedOrder(&reverseResidual[diff-1],
                                    &residual[(iLBCbits_inst->startIdx+1)*SUBL-STATE_LEN], diff);

      /* setup memory */

      meml_gotten = iLBCenc_inst->state_short_len;
      WebRtcSpl_MemCpyReversedOrder(&mem[CB_MEML-1], &decresidual[start_pos], meml_gotten);
      WebRtcSpl_MemSetW16(mem, 0, (WebRtc_Word16)(CB_MEML-iLBCenc_inst->state_short_len));

      /* encode subframes */
      WebRtcIlbcfix_CbSearch(iLBCenc_inst, iLBCbits_inst->cb_index, iLBCbits_inst->gain_index,
                             reverseResidual, mem+CB_MEML-ST_MEM_L_TBL, ST_MEM_L_TBL, diff,
                             &weightdenum[(iLBCbits_inst->startIdx-1)*(LPC_FILTERORDER+1)],
                             0);

      /* construct decoded vector */

      WebRtcIlbcfix_CbConstruct(reverseDecresidual,
                                iLBCbits_inst->cb_index, iLBCbits_inst->gain_index,
                                mem+CB_MEML-ST_MEM_L_TBL, ST_MEM_L_TBL,
                                diff
                                );

      /* get decoded residual from reversed vector */

      WebRtcSpl_MemCpyReversedOrder(&decresidual[start_pos-1], reverseDecresidual, diff);
    }

#ifdef SPLIT_10MS
    iLBCenc_inst->start_pos = start_pos;
    iLBCenc_inst->diff = diff;
    iLBCenc_inst->section++;
    /* adjust index */
    WebRtcIlbcfix_IndexConvEnc (iLBCbits_inst->cb_index);
    /* Packetize the parameters into the frame */
    WebRtcIlbcfix_PackBits (iLBCenc_inst->bytes, iLBCbits_inst, iLBCenc_inst->mode);
    WEBRTC_SPL_MEMCPY_W16 (weightdenumbuf, weightdenum,
                           SCRATCH_ENCODE_DATAVEC - SCRATCH_ENCODE_WEIGHTDENUM);
    return;
  }
#endif

  /* forward prediction of subframes */

  Nfor = iLBCenc_inst->nsub-iLBCbits_inst->startIdx-1;

  /* counter for predicted subframes */
#ifdef SPLIT_10MS
  if (iLBCenc_inst->mode == 20)
  {
    subcount = 1;
  }
  if (iLBCenc_inst->mode == 30)
  {
    if (iLBCenc_inst->section == 1)
    {
      subcount = 1;
    }
    if (iLBCenc_inst->section == 2)
    {
      subcount = 3;
    }
  }
#else
  subcount=1;
#endif

  if( Nfor > 0 ){

    /* setup memory */

    WebRtcSpl_MemSetW16(mem, 0, CB_MEML-STATE_LEN);
    WEBRTC_SPL_MEMCPY_W16(mem+CB_MEML-STATE_LEN,
                          decresidual+(iLBCbits_inst->startIdx-1)*SUBL, STATE_LEN);

#ifdef SPLIT_10MS
    if (iLBCenc_inst->Nfor_flag > 0)
    {
      for (subframe = 0; subframe < WEBRTC_SPL_MIN (Nfor, 2); subframe++)
      {
        /* update memory */
        WEBRTC_SPL_MEMCPY_W16 (mem, mem + SUBL, (CB_MEML - SUBL));
        WEBRTC_SPL_MEMCPY_W16 (mem + CB_MEML - SUBL,
                               &decresidual[(iLBCbits_inst->startIdx + 1 +
                                             subframe) * SUBL], SUBL);
      }
    }

    iLBCenc_inst->Nfor_flag++;

    if (iLBCenc_inst->mode == 20)
    {
      start_count = 0;
      end_count = Nfor;
    }
    if (iLBCenc_inst->mode == 30)
    {
      if (iLBCenc_inst->section == 1)
      {
        start_count = 0;
        end_count = WEBRTC_SPL_MIN (Nfor, 2);
      }
      if (iLBCenc_inst->section == 2)
      {
        start_count = WEBRTC_SPL_MIN (Nfor, 2);
        end_count = Nfor;
      }
    }
#else
    start_count = 0;
    end_count = (WebRtc_Word16)Nfor;
#endif

    /* loop over subframes to encode */

    for (subframe = start_count; subframe < end_count; subframe++){

      /* encode subframe */

      WebRtcIlbcfix_CbSearch(iLBCenc_inst, iLBCbits_inst->cb_index+subcount*CB_NSTAGES,
                             iLBCbits_inst->gain_index+subcount*CB_NSTAGES,
                             &residual[(iLBCbits_inst->startIdx+1+subframe)*SUBL],
                             mem, MEM_LF_TBL, SUBL,
                             &weightdenum[(iLBCbits_inst->startIdx+1+subframe)*(LPC_FILTERORDER+1)],
                             (WebRtc_Word16)subcount);

      /* construct decoded vector */

      WebRtcIlbcfix_CbConstruct(&decresidual[(iLBCbits_inst->startIdx+1+subframe)*SUBL],
                                iLBCbits_inst->cb_index+subcount*CB_NSTAGES,
                                iLBCbits_inst->gain_index+subcount*CB_NSTAGES,
                                mem, MEM_LF_TBL,
                                SUBL
                                );

      /* update memory */

      WEBRTC_SPL_MEMMOVE_W16(mem, mem+SUBL, (CB_MEML-SUBL));
      WEBRTC_SPL_MEMCPY_W16(mem+CB_MEML-SUBL,
                            &decresidual[(iLBCbits_inst->startIdx+1+subframe)*SUBL], SUBL);

      subcount++;
    }
  }

#ifdef SPLIT_10MS
  if ((iLBCenc_inst->section == 1) &&
      (iLBCenc_inst->mode == 30) && (Nfor > 0) && (end_count == 2))
  {
    iLBCenc_inst->section++;
    /* adjust index */
    WebRtcIlbcfix_IndexConvEnc (iLBCbits_inst->cb_index);
    /* Packetize the parameters into the frame */
    WebRtcIlbcfix_PackBits (iLBCenc_inst->bytes, iLBCbits_inst, iLBCenc_inst->mode);
    WEBRTC_SPL_MEMCPY_W16 (weightdenumbuf, weightdenum,
                           SCRATCH_ENCODE_DATAVEC - SCRATCH_ENCODE_WEIGHTDENUM);
    return;
  }
#endif

  /* backward prediction of subframes */

  Nback = iLBCbits_inst->startIdx-1;

  if( Nback > 0 ){

    /* create reverse order vectors
       (The decresidual does not need to be copied since it is
       contained in the same vector as the residual)
    */

    WebRtcSpl_MemCpyReversedOrder(&reverseResidual[Nback*SUBL-1], residual, Nback*SUBL);

    /* setup memory */

    meml_gotten = SUBL*(iLBCenc_inst->nsub+1-iLBCbits_inst->startIdx);
    if( meml_gotten > CB_MEML ) {
      meml_gotten=CB_MEML;
    }

    WebRtcSpl_MemCpyReversedOrder(&mem[CB_MEML-1], &decresidual[Nback*SUBL], meml_gotten);
    WebRtcSpl_MemSetW16(mem, 0, (WebRtc_Word16)(CB_MEML-meml_gotten));

#ifdef SPLIT_10MS
    if (iLBCenc_inst->Nback_flag > 0)
    {
      for (subframe = 0; subframe < WEBRTC_SPL_MAX (2 - Nfor, 0); subframe++)
      {
        /* update memory */
        WEBRTC_SPL_MEMCPY_W16 (mem, mem + SUBL, (CB_MEML - SUBL));
        WEBRTC_SPL_MEMCPY_W16 (mem + CB_MEML - SUBL,
                               &reverseDecresidual[subframe * SUBL], SUBL);
      }
    }

    iLBCenc_inst->Nback_flag++;


    if (iLBCenc_inst->mode == 20)
    {
      start_count = 0;
      end_count = Nback;
    }
    if (iLBCenc_inst->mode == 30)
    {
      if (iLBCenc_inst->section == 1)
      {
        start_count = 0;
        end_count = WEBRTC_SPL_MAX (2 - Nfor, 0);
      }
      if (iLBCenc_inst->section == 2)
      {
        start_count = WEBRTC_SPL_MAX (2 - Nfor, 0);
        end_count = Nback;
      }
    }
#else
    start_count = 0;
    end_count = (WebRtc_Word16)Nback;
#endif

    /* loop over subframes to encode */

    for (subframe = start_count; subframe < end_count; subframe++){

      /* encode subframe */

      WebRtcIlbcfix_CbSearch(iLBCenc_inst, iLBCbits_inst->cb_index+subcount*CB_NSTAGES,
                             iLBCbits_inst->gain_index+subcount*CB_NSTAGES, &reverseResidual[subframe*SUBL],
                             mem, MEM_LF_TBL, SUBL,
                             &weightdenum[(iLBCbits_inst->startIdx-2-subframe)*(LPC_FILTERORDER+1)],
                             (WebRtc_Word16)subcount);

      /* construct decoded vector */

      WebRtcIlbcfix_CbConstruct(&reverseDecresidual[subframe*SUBL],
                                iLBCbits_inst->cb_index+subcount*CB_NSTAGES,
                                iLBCbits_inst->gain_index+subcount*CB_NSTAGES,
                                mem, MEM_LF_TBL, SUBL
                                );

      /* update memory */

      WEBRTC_SPL_MEMMOVE_W16(mem, mem+SUBL, (CB_MEML-SUBL));
      WEBRTC_SPL_MEMCPY_W16(mem+CB_MEML-SUBL,
                            &reverseDecresidual[subframe*SUBL], SUBL);

      subcount++;

    }

    /* get decoded residual from reversed vector */

    WebRtcSpl_MemCpyReversedOrder(&decresidual[SUBL*Nback-1], reverseDecresidual, SUBL*Nback);
  }
  /* end encoding part */

  /* adjust index */

  WebRtcIlbcfix_IndexConvEnc(iLBCbits_inst->cb_index);

  /* Packetize the parameters into the frame */

#ifdef SPLIT_10MS
  if( (iLBCenc_inst->mode==30) && (iLBCenc_inst->section==1) ){
    WebRtcIlbcfix_PackBits(iLBCenc_inst->bytes, iLBCbits_inst, iLBCenc_inst->mode);
  }
  else{
    WebRtcIlbcfix_PackBits(bytes, iLBCbits_inst, iLBCenc_inst->mode);
  }
#else
  WebRtcIlbcfix_PackBits(bytes, iLBCbits_inst, iLBCenc_inst->mode);
#endif

#ifndef WEBRTC_BIG_ENDIAN
  /* Swap bytes for LITTLE ENDIAN since the packbits()
     function assumes BIG_ENDIAN machine */
#ifdef SPLIT_10MS
  if (( (iLBCenc_inst->section == 1) && (iLBCenc_inst->mode == 20) ) ||
      ( (iLBCenc_inst->section == 2) && (iLBCenc_inst->mode == 30) )){
    WebRtcIlbcfix_SwapBytes(bytes, iLBCenc_inst->no_of_words, bytes);
  }
#else
  WebRtcIlbcfix_SwapBytes(bytes, iLBCenc_inst->no_of_words, bytes);
#endif
#endif

#ifdef SPLIT_10MS
  if (subcount == (iLBCenc_inst->nsub - 1))
  {
    iLBCenc_inst->section = 0;
  }
  else
  {
    iLBCenc_inst->section++;
    WEBRTC_SPL_MEMCPY_W16 (weightdenumbuf, weightdenum,
                           SCRATCH_ENCODE_DATAVEC - SCRATCH_ENCODE_WEIGHTDENUM);
  }
#endif

}
Example #5
0
int WebRtcIlbcfix_XcorrCoef(
    WebRtc_Word16 *target,  /* (i) first array */
    WebRtc_Word16 *regressor, /* (i) second array */
    WebRtc_Word16 subl,  /* (i) dimension arrays */
    WebRtc_Word16 searchLen, /* (i) the search lenght */
    WebRtc_Word16 offset,  /* (i) samples offset between arrays */
    WebRtc_Word16 step   /* (i) +1 or -1 */
                            ){
  int k;
  WebRtc_Word16 maxlag;
  WebRtc_Word16 pos;
  WebRtc_Word16 max;
  WebRtc_Word16 crossCorrScale, Energyscale;
  WebRtc_Word16 crossCorrSqMod, crossCorrSqMod_Max;
  WebRtc_Word32 crossCorr, Energy;
  WebRtc_Word16 crossCorrmod, EnergyMod, EnergyMod_Max;
  WebRtc_Word16 *tp, *rp;
  WebRtc_Word16 *rp_beg, *rp_end;
  WebRtc_Word16 totscale, totscale_max;
  WebRtc_Word16 scalediff;
  WebRtc_Word32 newCrit, maxCrit;
  int shifts;

  /* Initializations, to make sure that the first one is selected */
  crossCorrSqMod_Max=0;
  EnergyMod_Max=WEBRTC_SPL_WORD16_MAX;
  totscale_max=-500;
  maxlag=0;
  pos=0;

  /* Find scale value and start position */
  if (step==1) {
    max=WebRtcSpl_MaxAbsValueW16(regressor, (WebRtc_Word16)(subl+searchLen-1));
    rp_beg = regressor;
    rp_end = &regressor[subl];
  } else { /* step==-1 */
    max=WebRtcSpl_MaxAbsValueW16(&regressor[-searchLen], (WebRtc_Word16)(subl+searchLen-1));
    rp_beg = &regressor[-1];
    rp_end = &regressor[subl-1];
  }

  /* Introduce a scale factor on the Energy in WebRtc_Word32 in
     order to make sure that the calculation does not
     overflow */

  if (max>5000) {
    shifts=2;
  } else {
    shifts=0;
  }

  /* Calculate the first energy, then do a +/- to get the other energies */
  Energy=WebRtcSpl_DotProductWithScale(regressor, regressor, subl, shifts);

  for (k=0;k<searchLen;k++) {
    tp = target;
    rp = &regressor[pos];

    crossCorr=WebRtcSpl_DotProductWithScale(tp, rp, subl, shifts);

    if ((Energy>0)&&(crossCorr>0)) {

      /* Put cross correlation and energy on 16 bit word */
      crossCorrScale=(WebRtc_Word16)WebRtcSpl_NormW32(crossCorr)-16;
      crossCorrmod=(WebRtc_Word16)WEBRTC_SPL_SHIFT_W32(crossCorr, crossCorrScale);
      Energyscale=(WebRtc_Word16)WebRtcSpl_NormW32(Energy)-16;
      EnergyMod=(WebRtc_Word16)WEBRTC_SPL_SHIFT_W32(Energy, Energyscale);

      /* Square cross correlation and store upper WebRtc_Word16 */
      crossCorrSqMod=(WebRtc_Word16)WEBRTC_SPL_MUL_16_16_RSFT(crossCorrmod, crossCorrmod, 16);

      /* Calculate the total number of (dynamic) right shifts that have
         been performed on (crossCorr*crossCorr)/energy
      */
      totscale=Energyscale-(crossCorrScale<<1);

      /* Calculate the shift difference in order to be able to compare the two
         (crossCorr*crossCorr)/energy in the same domain
      */
      scalediff=totscale-totscale_max;
      scalediff=WEBRTC_SPL_MIN(scalediff,31);
      scalediff=WEBRTC_SPL_MAX(scalediff,-31);

      /* Compute the cross multiplication between the old best criteria
         and the new one to be able to compare them without using a
         division */

      if (scalediff<0) {
        newCrit = ((WebRtc_Word32)crossCorrSqMod*EnergyMod_Max)>>(-scalediff);
        maxCrit = ((WebRtc_Word32)crossCorrSqMod_Max*EnergyMod);
      } else {
Example #6
0
static void NonLinearProcessing(aec_t *aec, int *ip, float *wfft, short *output, short *outputH)
{
    float efw[2][PART_LEN1], dfw[2][PART_LEN1];
    complex_t xfw[PART_LEN1];
    complex_t comfortNoiseHband[PART_LEN1];
    float fft[PART_LEN2];
    float scale, dtmp;
    float nlpGainHband;
    int i, j, pos;

    // Coherence and non-linear filter
    float cohde[PART_LEN1], cohxd[PART_LEN1];
    float hNlDeAvg, hNlXdAvg;
    float hNl[PART_LEN1];
    float hNlPref[PREF_BAND_SIZE];
    float hNlFb = 0, hNlFbLow = 0;
    const float prefBandQuant = 0.75f, prefBandQuantLow = 0.5f;
    const int prefBandSize = PREF_BAND_SIZE / aec->mult;
    const int minPrefBand = 4 / aec->mult;

    // Near and error power sums
    float sdSum = 0, seSum = 0;

    // Power estimate smoothing coefficients
    const float gCoh[2][2] = {{0.9f, 0.1f}, {0.93f, 0.07f}};
    const float *ptrGCoh = gCoh[aec->mult - 1];

    // Filter energey
    float wfEnMax = 0, wfEn = 0;
    const int delayEstInterval = 10 * aec->mult;

    aec->delayEstCtr++;
    if (aec->delayEstCtr == delayEstInterval) {
        aec->delayEstCtr = 0;
    }

    // initialize comfort noise for H band
    memset(comfortNoiseHband, 0, sizeof(comfortNoiseHband));
    nlpGainHband = (float)0.0;
    dtmp = (float)0.0;

    // Measure energy in each filter partition to determine delay.
    // TODO: Spread by computing one partition per block?
    if (aec->delayEstCtr == 0) {
        wfEnMax = 0;
        aec->delayIdx = 0;
        for (i = 0; i < NR_PART; i++) {
            pos = i * PART_LEN1;
            wfEn = 0;
            for (j = 0; j < PART_LEN1; j++) {
                wfEn += aec->wfBuf[0][pos + j] * aec->wfBuf[0][pos + j] +
                    aec->wfBuf[1][pos + j] * aec->wfBuf[1][pos + j];
            }

            if (wfEn > wfEnMax) {
                wfEnMax = wfEn;
                aec->delayIdx = i;
            }
        }
    }

    // NLP
    // Windowed far fft
    for (i = 0; i < PART_LEN; i++) {
        fft[i] = aec->xBuf[i] * sqrtHanning[i];
        fft[PART_LEN + i] = aec->xBuf[PART_LEN + i] * sqrtHanning[PART_LEN - i];
    }
    aec_rdft_128(1, fft, ip, wfft);

    xfw[0][1] = 0;
    xfw[PART_LEN][1] = 0;
    xfw[0][0] = fft[0];
    xfw[PART_LEN][0] = fft[1];
    for (i = 1; i < PART_LEN; i++) {
        xfw[i][0] = fft[2 * i];
        xfw[i][1] = fft[2 * i + 1];
    }

    // Buffer far.
    memcpy(aec->xfwBuf, xfw, sizeof(xfw));

    // Use delayed far.
    memcpy(xfw, aec->xfwBuf + aec->delayIdx * PART_LEN1, sizeof(xfw));

    // Windowed near fft
    for (i = 0; i < PART_LEN; i++) {
        fft[i] = aec->dBuf[i] * sqrtHanning[i];
        fft[PART_LEN + i] = aec->dBuf[PART_LEN + i] * sqrtHanning[PART_LEN - i];
    }
    aec_rdft_128(1, fft, ip, wfft);

    dfw[1][0] = 0;
    dfw[1][PART_LEN] = 0;
    dfw[0][0] = fft[0];
    dfw[0][PART_LEN] = fft[1];
    for (i = 1; i < PART_LEN; i++) {
        dfw[0][i] = fft[2 * i];
        dfw[1][i] = fft[2 * i + 1];
    }

    // Windowed error fft
    for (i = 0; i < PART_LEN; i++) {
        fft[i] = aec->eBuf[i] * sqrtHanning[i];
        fft[PART_LEN + i] = aec->eBuf[PART_LEN + i] * sqrtHanning[PART_LEN - i];
    }
    aec_rdft_128(1, fft, ip, wfft);
    efw[1][0] = 0;
    efw[1][PART_LEN] = 0;
    efw[0][0] = fft[0];
    efw[0][PART_LEN] = fft[1];
    for (i = 1; i < PART_LEN; i++) {
        efw[0][i] = fft[2 * i];
        efw[1][i] = fft[2 * i + 1];
    }

    // Smoothed PSD
    for (i = 0; i < PART_LEN1; i++) {
        aec->sd[i] = ptrGCoh[0] * aec->sd[i] + ptrGCoh[1] *
            (dfw[0][i] * dfw[0][i] + dfw[1][i] * dfw[1][i]);
        aec->se[i] = ptrGCoh[0] * aec->se[i] + ptrGCoh[1] *
            (efw[0][i] * efw[0][i] + efw[1][i] * efw[1][i]);
        // We threshold here to protect against the ill-effects of a zero farend.
        // The threshold is not arbitrarily chosen, but balances protection and
        // adverse interaction with the algorithm's tuning.
        // TODO: investigate further why this is so sensitive.
        aec->sx[i] = ptrGCoh[0] * aec->sx[i] + ptrGCoh[1] *
            WEBRTC_SPL_MAX(xfw[i][0] * xfw[i][0] + xfw[i][1] * xfw[i][1], 15);

        aec->sde[i][0] = ptrGCoh[0] * aec->sde[i][0] + ptrGCoh[1] *
            (dfw[0][i] * efw[0][i] + dfw[1][i] * efw[1][i]);
        aec->sde[i][1] = ptrGCoh[0] * aec->sde[i][1] + ptrGCoh[1] *
            (dfw[0][i] * efw[1][i] - dfw[1][i] * efw[0][i]);

        aec->sxd[i][0] = ptrGCoh[0] * aec->sxd[i][0] + ptrGCoh[1] *
            (dfw[0][i] * xfw[i][0] + dfw[1][i] * xfw[i][1]);
        aec->sxd[i][1] = ptrGCoh[0] * aec->sxd[i][1] + ptrGCoh[1] *
            (dfw[0][i] * xfw[i][1] - dfw[1][i] * xfw[i][0]);

        sdSum += aec->sd[i];
        seSum += aec->se[i];
    }

    // Divergent filter safeguard.
    if (aec->divergeState == 0) {
        if (seSum > sdSum) {
            aec->divergeState = 1;
        }
    }
    else {
        if (seSum * 1.05f < sdSum) {
            aec->divergeState = 0;
        }
    }

    if (aec->divergeState == 1) {
        memcpy(efw, dfw, sizeof(efw));
    }

    // Reset if error is significantly larger than nearend (13 dB).
    if (seSum > (19.95f * sdSum)) {
        memset(aec->wfBuf, 0, sizeof(aec->wfBuf));
    }

    // Subband coherence
    for (i = 0; i < PART_LEN1; i++) {
        cohde[i] = (aec->sde[i][0] * aec->sde[i][0] + aec->sde[i][1] * aec->sde[i][1]) /
            (aec->sd[i] * aec->se[i] + 1e-10f);
        cohxd[i] = (aec->sxd[i][0] * aec->sxd[i][0] + aec->sxd[i][1] * aec->sxd[i][1]) /
            (aec->sx[i] * aec->sd[i] + 1e-10f);
    }

    hNlXdAvg = 0;
    for (i = minPrefBand; i < prefBandSize + minPrefBand; i++) {
        hNlXdAvg += cohxd[i];
    }
    hNlXdAvg /= prefBandSize;
    hNlXdAvg = 1 - hNlXdAvg;

    hNlDeAvg = 0;
    for (i = minPrefBand; i < prefBandSize + minPrefBand; i++) {
        hNlDeAvg += cohde[i];
    }
    hNlDeAvg /= prefBandSize;

    if (hNlXdAvg < 0.75f && hNlXdAvg < aec->hNlXdAvgMin) {
        aec->hNlXdAvgMin = hNlXdAvg;
    }

    if (hNlDeAvg > 0.98f && hNlXdAvg > 0.9f) {
        aec->stNearState = 1;
    }
    else if (hNlDeAvg < 0.95f || hNlXdAvg < 0.8f) {
        aec->stNearState = 0;
    }

    if (aec->hNlXdAvgMin == 1) {
        aec->echoState = 0;
        aec->overDrive = aec->minOverDrive;

        if (aec->stNearState == 1) {
            memcpy(hNl, cohde, sizeof(hNl));
            hNlFb = hNlDeAvg;
            hNlFbLow = hNlDeAvg;
        }
        else {
            for (i = 0; i < PART_LEN1; i++) {
                hNl[i] = 1 - cohxd[i];
            }
            hNlFb = hNlXdAvg;
            hNlFbLow = hNlXdAvg;
        }
    }
    else {

        if (aec->stNearState == 1) {
            aec->echoState = 0;
            memcpy(hNl, cohde, sizeof(hNl));
            hNlFb = hNlDeAvg;
            hNlFbLow = hNlDeAvg;
        }
        else {
            aec->echoState = 1;
            for (i = 0; i < PART_LEN1; i++) {
                hNl[i] = WEBRTC_SPL_MIN(cohde[i], 1 - cohxd[i]);
            }

            // Select an order statistic from the preferred bands.
            // TODO: Using quicksort now, but a selection algorithm may be preferred.
            memcpy(hNlPref, &hNl[minPrefBand], sizeof(float) * prefBandSize);
            qsort(hNlPref, prefBandSize, sizeof(float), CmpFloat);
            hNlFb = hNlPref[(int)floor(prefBandQuant * (prefBandSize - 1))];
            hNlFbLow = hNlPref[(int)floor(prefBandQuantLow * (prefBandSize - 1))];
        }
    }

    // Track the local filter minimum to determine suppression overdrive.
    if (hNlFbLow < 0.6f && hNlFbLow < aec->hNlFbLocalMin) {
        aec->hNlFbLocalMin = hNlFbLow;
        aec->hNlFbMin = hNlFbLow;
        aec->hNlNewMin = 1;
        aec->hNlMinCtr = 0;
    }
    aec->hNlFbLocalMin = WEBRTC_SPL_MIN(aec->hNlFbLocalMin + 0.0008f / aec->mult, 1);
    aec->hNlXdAvgMin = WEBRTC_SPL_MIN(aec->hNlXdAvgMin + 0.0006f / aec->mult, 1);

    if (aec->hNlNewMin == 1) {
        aec->hNlMinCtr++;
    }
    if (aec->hNlMinCtr == 2) {
        aec->hNlNewMin = 0;
        aec->hNlMinCtr = 0;
        aec->overDrive = WEBRTC_SPL_MAX(aec->targetSupp /
            ((float)log(aec->hNlFbMin + 1e-10f) + 1e-10f), aec->minOverDrive);
    }

    // Smooth the overdrive.
    if (aec->overDrive < aec->overDriveSm) {
      aec->overDriveSm = 0.99f * aec->overDriveSm + 0.01f * aec->overDrive;
    }
    else {
      aec->overDriveSm = 0.9f * aec->overDriveSm + 0.1f * aec->overDrive;
    }

    WebRtcAec_OverdriveAndSuppress(aec, hNl, hNlFb, efw);

#ifdef G167
    if (aec->cnToggle) {
      ComfortNoise(aec, efw, comfortNoiseHband, aec->noisePow, hNl);
    }
#else
    // Add comfort noise.
    ComfortNoise(aec, efw, comfortNoiseHband, aec->noisePow, hNl);
#endif

    // Inverse error fft.
    fft[0] = efw[0][0];
    fft[1] = efw[0][PART_LEN];
    for (i = 1; i < PART_LEN; i++) {
        fft[2*i] = efw[0][i];
        // Sign change required by Ooura fft.
        fft[2*i + 1] = -efw[1][i];
    }
    aec_rdft_128(-1, fft, ip, wfft);

    // Overlap and add to obtain output.
    scale = 2.0f / PART_LEN2;
    for (i = 0; i < PART_LEN; i++) {
        fft[i] *= scale; // fft scaling
        fft[i] = fft[i]*sqrtHanning[i] + aec->outBuf[i];

        // Saturation protection
        output[i] = (short)WEBRTC_SPL_SAT(WEBRTC_SPL_WORD16_MAX, fft[i],
            WEBRTC_SPL_WORD16_MIN);

        fft[PART_LEN + i] *= scale; // fft scaling
        aec->outBuf[i] = fft[PART_LEN + i] * sqrtHanning[PART_LEN - i];
    }

    // For H band
    if (aec->sampFreq == 32000) {

        // H band gain
        // average nlp over low band: average over second half of freq spectrum
        // (4->8khz)
        GetHighbandGain(hNl, &nlpGainHband);

        // Inverse comfort_noise
        if (flagHbandCn == 1) {
            fft[0] = comfortNoiseHband[0][0];
            fft[1] = comfortNoiseHband[PART_LEN][0];
            for (i = 1; i < PART_LEN; i++) {
                fft[2*i] = comfortNoiseHband[i][0];
                fft[2*i + 1] = comfortNoiseHband[i][1];
            }
            aec_rdft_128(-1, fft, ip, wfft);
            scale = 2.0f / PART_LEN2;
        }

        // compute gain factor
        for (i = 0; i < PART_LEN; i++) {
            dtmp = (float)aec->dBufH[i];
            dtmp = (float)dtmp * nlpGainHband; // for variable gain

            // add some comfort noise where Hband is attenuated
            if (flagHbandCn == 1) {
                fft[i] *= scale; // fft scaling
                dtmp += cnScaleHband * fft[i];
            }

            // Saturation protection
            outputH[i] = (short)WEBRTC_SPL_SAT(WEBRTC_SPL_WORD16_MAX, dtmp,
                WEBRTC_SPL_WORD16_MIN);
         }
    }

    // Copy the current block to the old position.
    memcpy(aec->xBuf, aec->xBuf + PART_LEN, sizeof(float) * PART_LEN);
    memcpy(aec->dBuf, aec->dBuf + PART_LEN, sizeof(float) * PART_LEN);
    memcpy(aec->eBuf, aec->eBuf + PART_LEN, sizeof(float) * PART_LEN);

    // Copy the current block to the old position for H band
    if (aec->sampFreq == 32000) {
        memcpy(aec->dBufH, aec->dBufH + PART_LEN, sizeof(float) * PART_LEN);
    }

    memmove(aec->xfwBuf + PART_LEN1, aec->xfwBuf, sizeof(aec->xfwBuf) -
        sizeof(complex_t) * PART_LEN1);
}
int32_t WebRtcAec_Process(void *aecInst, const int16_t *nearend,
                          const int16_t *nearendH, int16_t *out, int16_t *outH,
                          int16_t nrOfSamples, int16_t msInSndCardBuf,
                          int32_t skew)
{
    aecpc_t *aecpc = aecInst;
    int32_t retVal = 0;
    short i;
    short nBlocks10ms;
    short nFrames;
    // Limit resampling to doubling/halving of signal
    const float minSkewEst = -0.5f;
    const float maxSkewEst = 1.0f;

    if (aecpc == NULL) {
        return -1;
    }

    if (nearend == NULL) {
        aecpc->lastError = AEC_NULL_POINTER_ERROR;
        return -1;
    }

    if (out == NULL) {
        aecpc->lastError = AEC_NULL_POINTER_ERROR;
        return -1;
    }

    if (aecpc->initFlag != initCheck) {
        aecpc->lastError = AEC_UNINITIALIZED_ERROR;
        return -1;
    }

    // number of samples == 160 for SWB input
    if (nrOfSamples != 80 && nrOfSamples != 160) {
        aecpc->lastError = AEC_BAD_PARAMETER_ERROR;
        return -1;
    }

    // Check for valid pointers based on sampling rate
    if (aecpc->sampFreq == 32000 && nearendH == NULL) {
       aecpc->lastError = AEC_NULL_POINTER_ERROR;
       return -1;
    }

    if (msInSndCardBuf < 0) {
        msInSndCardBuf = 0;
        aecpc->lastError = AEC_BAD_PARAMETER_WARNING;
        retVal = -1;
    }
    else if (msInSndCardBuf > 500) {
        msInSndCardBuf = 500;
        aecpc->lastError = AEC_BAD_PARAMETER_WARNING;
        retVal = -1;
    }
    // TODO(andrew): we need to investigate if this +10 is really wanted.
    msInSndCardBuf += 10;
    aecpc->msInSndCardBuf = msInSndCardBuf;

    if (aecpc->skewMode == kAecTrue) {
        if (aecpc->skewFrCtr < 25) {
            aecpc->skewFrCtr++;
        }
        else {
            retVal = WebRtcAec_GetSkew(aecpc->resampler, skew, &aecpc->skew);
            if (retVal == -1) {
                aecpc->skew = 0;
                aecpc->lastError = AEC_BAD_PARAMETER_WARNING;
            }

            aecpc->skew /= aecpc->sampFactor*nrOfSamples;

            if (aecpc->skew < 1.0e-3 && aecpc->skew > -1.0e-3) {
                aecpc->resample = kAecFalse;
            }
            else {
                aecpc->resample = kAecTrue;
            }

            if (aecpc->skew < minSkewEst) {
                aecpc->skew = minSkewEst;
            }
            else if (aecpc->skew > maxSkewEst) {
                aecpc->skew = maxSkewEst;
            }

#ifdef WEBRTC_AEC_DEBUG_DUMP
            (void)fwrite(&aecpc->skew, sizeof(aecpc->skew), 1, aecpc->skewFile);
#endif
        }
    }

    nFrames = nrOfSamples / FRAME_LEN;
    nBlocks10ms = nFrames / aecpc->rate_factor;

    if (aecpc->ECstartup) {
        if (nearend != out) {
            // Only needed if they don't already point to the same place.
            memcpy(out, nearend, sizeof(short) * nrOfSamples);
        }

        // The AEC is in the start up mode
        // AEC is disabled until the system delay is OK

        // Mechanism to ensure that the system delay is reasonably stable.
        if (aecpc->checkBuffSize) {
            aecpc->checkBufSizeCtr++;
            // Before we fill up the far-end buffer we require the system delay
            // to be stable (+/-8 ms) compared to the first value. This
            // comparison is made during the following 6 consecutive 10 ms
            // blocks. If it seems to be stable then we start to fill up the
            // far-end buffer.
            if (aecpc->counter == 0) {
                aecpc->firstVal = aecpc->msInSndCardBuf;
                aecpc->sum = 0;
            }

            if (abs(aecpc->firstVal - aecpc->msInSndCardBuf) <
                WEBRTC_SPL_MAX(0.2 * aecpc->msInSndCardBuf, sampMsNb)) {
                aecpc->sum += aecpc->msInSndCardBuf;
                aecpc->counter++;
            }
            else {
                aecpc->counter = 0;
            }

            if (aecpc->counter * nBlocks10ms >= 6) {
                // The far-end buffer size is determined in partitions of
                // PART_LEN samples. Use 75% of the average value of the system
                // delay as buffer size to start with.
                aecpc->bufSizeStart = WEBRTC_SPL_MIN((3 * aecpc->sum *
                  aecpc->rate_factor * 8) / (4 * aecpc->counter * PART_LEN),
                  kMaxBufSizeStart);
                // Buffer size has now been determined.
                aecpc->checkBuffSize = 0;
            }

            if (aecpc->checkBufSizeCtr * nBlocks10ms > 50) {
                // For really bad systems, don't disable the echo canceller for
                // more than 0.5 sec.
                aecpc->bufSizeStart = WEBRTC_SPL_MIN((aecpc->msInSndCardBuf *
                    aecpc->rate_factor * 3) / 40, kMaxBufSizeStart);
                aecpc->checkBuffSize = 0;
            }
        }

        // If |checkBuffSize| changed in the if-statement above.
        if (!aecpc->checkBuffSize) {
            // The system delay is now reasonably stable (or has been unstable
            // for too long). When the far-end buffer is filled with
            // approximately the same amount of data as reported by the system
            // we end the startup phase.
            int overhead_elements =
                WebRtcAec_system_delay(aecpc->aec) / PART_LEN -
                aecpc->bufSizeStart;
            if (overhead_elements == 0) {
                // Enable the AEC
                aecpc->ECstartup = 0;
            } else if (overhead_elements > 0) {
                // TODO(bjornv): Do we need a check on how much we actually
                // moved the read pointer? It should always be possible to move
                // the pointer |overhead_elements| since we have only added data
                // to the buffer and no delay compensation nor AEC processing
                // has been done.
                WebRtcAec_MoveFarReadPtr(aecpc->aec, overhead_elements);

                // Enable the AEC
                aecpc->ECstartup = 0;
            }
        }
    } else {
        // AEC is enabled.

        EstBufDelay(aecpc);

        // Note that 1 frame is supported for NB and 2 frames for WB.
        for (i = 0; i < nFrames; i++) {
            // Call the AEC.
            WebRtcAec_ProcessFrame(aecpc->aec,
                                   &nearend[FRAME_LEN * i],
                                   &nearendH[FRAME_LEN * i],
                                   aecpc->knownDelay,
                                   &out[FRAME_LEN * i],
                                   &outH[FRAME_LEN * i]);
            // TODO(bjornv): Re-structure such that we don't have to pass
            // |aecpc->knownDelay| as input. Change name to something like
            // |system_buffer_diff|.
        }
    }

#ifdef WEBRTC_AEC_DEBUG_DUMP
    {
        int16_t far_buf_size_ms = (int16_t)(WebRtcAec_system_delay(aecpc->aec) /
            (sampMsNb * aecpc->rate_factor));
        (void)fwrite(&far_buf_size_ms, 2, 1, aecpc->bufFile);
        (void)fwrite(&aecpc->knownDelay, sizeof(aecpc->knownDelay), 1,
                     aecpc->delayFile);
    }
#endif

    return retVal;
}
Example #8
0
void WebRtcIlbcfix_CbSearch(
    IlbcEncoder *iLBCenc_inst,
    /* (i) the encoder state structure */
    int16_t *index,  /* (o) Codebook indices */
    int16_t *gain_index, /* (o) Gain quantization indices */
    int16_t *intarget, /* (i) Target vector for encoding */
    int16_t *decResidual,/* (i) Decoded residual for codebook construction */
    int16_t lMem,  /* (i) Length of buffer */
    int16_t lTarget,  /* (i) Length of vector */
    int16_t *weightDenum,/* (i) weighting filter coefficients in Q12 */
    int16_t block  /* (i) the subblock number */
                            ) {
  int16_t i, j, stage, range;
  int16_t *pp, scale, tmp;
  int16_t bits, temp1, temp2;
  int16_t base_size;
  int32_t codedEner, targetEner;
  int16_t gains[CB_NSTAGES+1];
  int16_t *cb_vecPtr;
  int16_t indexOffset, sInd, eInd;
  int32_t CritMax=0;
  int16_t shTotMax=WEBRTC_SPL_WORD16_MIN;
  int16_t bestIndex=0;
  int16_t bestGain=0;
  int16_t indexNew, CritNewSh;
  int32_t CritNew;
  int32_t *cDotPtr;
  int16_t noOfZeros;
  int16_t *gainPtr;
  int32_t t32, tmpW32;
  int16_t *WebRtcIlbcfix_kGainSq5_ptr;
  /* Stack based */
  int16_t CBbuf[CB_MEML+LPC_FILTERORDER+CB_HALFFILTERLEN];
  int32_t cDot[128];
  int32_t Crit[128];
  int16_t targetVec[SUBL+LPC_FILTERORDER];
  int16_t cbvectors[CB_MEML + 1];  /* Adding one extra position for
                                            Coverity warnings. */
  int16_t codedVec[SUBL];
  int16_t interpSamples[20*4];
  int16_t interpSamplesFilt[20*4];
  int16_t energyW16[CB_EXPAND*128];
  int16_t energyShifts[CB_EXPAND*128];
  int16_t *inverseEnergy=energyW16;   /* Reuse memory */
  int16_t *inverseEnergyShifts=energyShifts; /* Reuse memory */
  int16_t *buf = &CBbuf[LPC_FILTERORDER];
  int16_t *target = &targetVec[LPC_FILTERORDER];
  int16_t *aug_vec = (int16_t*)cDot;   /* length [SUBL], reuse memory */

  /* Determine size of codebook sections */

  base_size=lMem-lTarget+1;
  if (lTarget==SUBL) {
    base_size=lMem-19;
  }

  /* weighting of the CB memory */
  noOfZeros=lMem-WebRtcIlbcfix_kFilterRange[block];
  WebRtcSpl_MemSetW16(&buf[-LPC_FILTERORDER], 0, noOfZeros+LPC_FILTERORDER);
  WebRtcSpl_FilterARFastQ12(
      decResidual+noOfZeros, buf+noOfZeros,
      weightDenum, LPC_FILTERORDER+1, WebRtcIlbcfix_kFilterRange[block]);

  /* weighting of the target vector */
  WEBRTC_SPL_MEMCPY_W16(&target[-LPC_FILTERORDER], buf+noOfZeros+WebRtcIlbcfix_kFilterRange[block]-LPC_FILTERORDER, LPC_FILTERORDER);
  WebRtcSpl_FilterARFastQ12(
      intarget, target,
      weightDenum, LPC_FILTERORDER+1, lTarget);

  /* Store target, towards the end codedVec is calculated as
     the initial target minus the remaining target */
  WEBRTC_SPL_MEMCPY_W16(codedVec, target, lTarget);

  /* Find the highest absolute value to calculate proper
     vector scale factor (so that it uses 12 bits) */
  temp1 = WebRtcSpl_MaxAbsValueW16(buf, (int16_t)lMem);
  temp2 = WebRtcSpl_MaxAbsValueW16(target, (int16_t)lTarget);

  if ((temp1>0)&&(temp2>0)) {
    temp1 = WEBRTC_SPL_MAX(temp1, temp2);
    scale = WebRtcSpl_GetSizeInBits(WEBRTC_SPL_MUL_16_16(temp1, temp1));
  } else {
    /* temp1 or temp2 is negative (maximum was -32768) */
    scale = 30;
  }

  /* Scale to so that a mul-add 40 times does not overflow */
  scale = scale - 25;
  scale = WEBRTC_SPL_MAX(0, scale);

  /* Compute energy of the original target */
  targetEner = WebRtcSpl_DotProductWithScale(target, target, lTarget, scale);

  /* Prepare search over one more codebook section. This section
     is created by filtering the original buffer with a filter. */
  WebRtcIlbcfix_FilteredCbVecs(cbvectors, buf, lMem, WebRtcIlbcfix_kFilterRange[block]);

  range = WebRtcIlbcfix_kSearchRange[block][0];

  if(lTarget == SUBL) {
    /* Create the interpolated samples and store them for use in all stages */

    /* First section, non-filtered half of the cb */
    WebRtcIlbcfix_InterpolateSamples(interpSamples, buf, lMem);

    /* Second section, filtered half of the cb */
    WebRtcIlbcfix_InterpolateSamples(interpSamplesFilt, cbvectors, lMem);

    /* Compute the CB vectors' energies for the first cb section (non-filtered) */
    WebRtcIlbcfix_CbMemEnergyAugmentation(interpSamples, buf,
                                          scale, 20, energyW16, energyShifts);

    /* Compute the CB vectors' energies for the second cb section (filtered cb) */
    WebRtcIlbcfix_CbMemEnergyAugmentation(interpSamplesFilt, cbvectors,
                                          scale, (int16_t)(base_size+20), energyW16, energyShifts);

    /* Compute the CB vectors' energies and store them in the vector
     * energyW16. Also the corresponding shift values are stored. The
     * energy values are used in all three stages. */
    WebRtcIlbcfix_CbMemEnergy(range, buf, cbvectors, lMem,
                              lTarget, energyW16+20, energyShifts+20, scale, base_size);

  } else {
    /* Compute the CB vectors' energies and store them in the vector
     * energyW16. Also the corresponding shift values are stored. The
     * energy values are used in all three stages. */
    WebRtcIlbcfix_CbMemEnergy(range, buf, cbvectors, lMem,
                              lTarget, energyW16, energyShifts, scale, base_size);

    /* Set the energy positions 58-63 and 122-127 to zero
       (otherwise they are uninitialized) */
    WebRtcSpl_MemSetW16(energyW16+range, 0, (base_size-range));
    WebRtcSpl_MemSetW16(energyW16+range+base_size, 0, (base_size-range));
  }

  /* Calculate Inverse Energy (energyW16 is already normalized
     and will contain the inverse energy in Q29 after this call */
  WebRtcIlbcfix_EnergyInverse(energyW16, base_size*CB_EXPAND);

  /* The gain value computed in the previous stage is used
   * as an upper limit to what the next stage gain value
   * is allowed to be. In stage 0, 16384 (1.0 in Q14) is used as
   * the upper limit. */
  gains[0] = 16384;

  for (stage=0; stage<CB_NSTAGES; stage++) {

    /* Set up memories */
    range = WebRtcIlbcfix_kSearchRange[block][stage];

    /* initialize search measures */
    CritMax=0;
    shTotMax=-100;
    bestIndex=0;
    bestGain=0;

    /* loop over lags 40+ in the first codebook section, full search */
    cb_vecPtr = buf+lMem-lTarget;

    /* Calculate all the cross correlations (augmented part of CB) */
    if (lTarget==SUBL) {
      WebRtcIlbcfix_AugmentedCbCorr(target, buf+lMem,
                                    interpSamples, cDot,
                                    20, 39, scale);
      cDotPtr=&cDot[20];
    } else {
      cDotPtr=cDot;
    }
    /* Calculate all the cross correlations (main part of CB) */
    WebRtcSpl_CrossCorrelation(cDotPtr, target, cb_vecPtr, lTarget, range, scale, -1);

    /* Adjust the search range for the augmented vectors */
    if (lTarget==SUBL) {
      range=WebRtcIlbcfix_kSearchRange[block][stage]+20;
    } else {
      range=WebRtcIlbcfix_kSearchRange[block][stage];
    }

    indexOffset=0;

    /* Search for best index in this part of the vector */
    WebRtcIlbcfix_CbSearchCore(
        cDot, range, stage, inverseEnergy,
        inverseEnergyShifts, Crit,
        &indexNew, &CritNew, &CritNewSh);

    /* Update the global best index and the corresponding gain */
    WebRtcIlbcfix_CbUpdateBestIndex(
        CritNew, CritNewSh, (int16_t)(indexNew+indexOffset), cDot[indexNew+indexOffset],
        inverseEnergy[indexNew+indexOffset], inverseEnergyShifts[indexNew+indexOffset],
        &CritMax, &shTotMax, &bestIndex, &bestGain);

    sInd=bestIndex-(int16_t)(CB_RESRANGE>>1);
    eInd=sInd+CB_RESRANGE;
    if (sInd<0) {
      eInd-=sInd;
      sInd=0;
    }
    if (eInd>=range) {
      eInd=range-1;
      sInd=eInd-CB_RESRANGE;
    }

    range = WebRtcIlbcfix_kSearchRange[block][stage];

    if (lTarget==SUBL) {
      i=sInd;
      if (sInd<20) {
        WebRtcIlbcfix_AugmentedCbCorr(target, cbvectors+lMem,
                                      interpSamplesFilt, cDot,
                                      (int16_t)(sInd+20), (int16_t)(WEBRTC_SPL_MIN(39, (eInd+20))), scale);
        i=20;
      }

      cDotPtr=&cDot[WEBRTC_SPL_MAX(0,(20-sInd))];
      cb_vecPtr = cbvectors+lMem-20-i;

      /* Calculate the cross correlations (main part of the filtered CB) */
      WebRtcSpl_CrossCorrelation(cDotPtr, target, cb_vecPtr, lTarget, (int16_t)(eInd-i+1), scale, -1);

    } else {
      cDotPtr = cDot;
      cb_vecPtr = cbvectors+lMem-lTarget-sInd;

      /* Calculate the cross correlations (main part of the filtered CB) */
      WebRtcSpl_CrossCorrelation(cDotPtr, target, cb_vecPtr, lTarget, (int16_t)(eInd-sInd+1), scale, -1);

    }

    /* Adjust the search range for the augmented vectors */
    indexOffset=base_size+sInd;

    /* Search for best index in this part of the vector */
    WebRtcIlbcfix_CbSearchCore(
        cDot, (int16_t)(eInd-sInd+1), stage, inverseEnergy+indexOffset,
        inverseEnergyShifts+indexOffset, Crit,
        &indexNew, &CritNew, &CritNewSh);

    /* Update the global best index and the corresponding gain */
    WebRtcIlbcfix_CbUpdateBestIndex(
        CritNew, CritNewSh, (int16_t)(indexNew+indexOffset), cDot[indexNew],
        inverseEnergy[indexNew+indexOffset], inverseEnergyShifts[indexNew+indexOffset],
        &CritMax, &shTotMax, &bestIndex, &bestGain);

    index[stage] = bestIndex;


    bestGain = WebRtcIlbcfix_GainQuant(bestGain,
                                       (int16_t)WEBRTC_SPL_ABS_W16(gains[stage]), stage, &gain_index[stage]);

    /* Extract the best (according to measure) codebook vector
       Also adjust the index, so that the augmented vectors are last.
       Above these vectors were first...
    */

    if(lTarget==(STATE_LEN-iLBCenc_inst->state_short_len)) {

      if(index[stage]<base_size) {
        pp=buf+lMem-lTarget-index[stage];
      } else {
        pp=cbvectors+lMem-lTarget-
            index[stage]+base_size;
      }

    } else {

      if (index[stage]<base_size) {
        if (index[stage]>=20) {
          /* Adjust index and extract vector */
          index[stage]-=20;
          pp=buf+lMem-lTarget-index[stage];
        } else {
          /* Adjust index and extract vector */
          index[stage]+=(base_size-20);

          WebRtcIlbcfix_CreateAugmentedVec((int16_t)(index[stage]-base_size+40),
                                           buf+lMem, aug_vec);
          pp = aug_vec;

        }
      } else {

        if ((index[stage] - base_size) >= 20) {
          /* Adjust index and extract vector */
          index[stage]-=20;
          pp=cbvectors+lMem-lTarget-
              index[stage]+base_size;
        } else {
          /* Adjust index and extract vector */
          index[stage]+=(base_size-20);
          WebRtcIlbcfix_CreateAugmentedVec((int16_t)(index[stage]-2*base_size+40),
                                           cbvectors+lMem, aug_vec);
          pp = aug_vec;
        }
      }
    }

    /* Subtract the best codebook vector, according
       to measure, from the target vector */

    WebRtcSpl_AddAffineVectorToVector(target, pp, (int16_t)(-bestGain), (int32_t)8192, (int16_t)14, (int)lTarget);

    /* record quantized gain */
    gains[stage+1] = bestGain;

  } /* end of Main Loop. for (stage=0;... */

  /* Calculte the coded vector (original target - what's left) */
  for (i=0;i<lTarget;i++) {
    codedVec[i]-=target[i];
  }

  /* Gain adjustment for energy matching */
  codedEner = WebRtcSpl_DotProductWithScale(codedVec, codedVec, lTarget, scale);

  j=gain_index[0];

  temp1 = (int16_t)WebRtcSpl_NormW32(codedEner);
  temp2 = (int16_t)WebRtcSpl_NormW32(targetEner);

  if(temp1 < temp2) {
    bits = 16 - temp1;
  } else {
    bits = 16 - temp2;
  }

  tmp = (int16_t) WEBRTC_SPL_MUL_16_16_RSFT(gains[1],gains[1], 14);

  targetEner = WEBRTC_SPL_MUL_16_16(
      WEBRTC_SPL_SHIFT_W32(targetEner, -bits), tmp);

  tmpW32 = ((int32_t)(gains[1]-1))<<1;

  /* Pointer to the table that contains
     gain_sq5TblFIX * gain_sq5TblFIX in Q14 */
  gainPtr=(int16_t*)WebRtcIlbcfix_kGainSq5Sq+gain_index[0];
  temp1 = (int16_t)WEBRTC_SPL_SHIFT_W32(codedEner, -bits);

  WebRtcIlbcfix_kGainSq5_ptr = (int16_t*)&WebRtcIlbcfix_kGainSq5[j];

  /* targetEner and codedEner are in Q(-2*scale) */
  for (i=gain_index[0];i<32;i++) {

    /* Change the index if
       (codedEnergy*gainTbl[i]*gainTbl[i])<(targetEn*gain[0]*gain[0]) AND
       gainTbl[i] < 2*gain[0]
    */

    t32 = WEBRTC_SPL_MUL_16_16(temp1, (*gainPtr));
    t32 = t32 - targetEner;
    if (t32 < 0) {
      if ((*WebRtcIlbcfix_kGainSq5_ptr) < tmpW32) {
        j=i;
        WebRtcIlbcfix_kGainSq5_ptr = (int16_t*)&WebRtcIlbcfix_kGainSq5[i];
      }
    }
    gainPtr++;
  }
  gain_index[0]=j;

  return;
}
Example #9
0
int WebRtcNetEQ_UpdateIatStatistics(AutomodeInst_t *inst, int maxBufLen,
                                    uint16_t seqNumber, uint32_t timeStamp,
                                    int32_t fsHz, int mdCodec, int streamingMode)
{
    uint32_t timeIat; /* inter-arrival time */
    int i;
    int32_t tempsum = 0; /* temp summation */
    int32_t tempvar; /* temporary variable */
    int retval = 0; /* return value */
    int16_t packetLenSamp; /* packet speech length in samples */

    /****************/
    /* Sanity check */
    /****************/

    if (maxBufLen <= 1 || fsHz <= 0)
    {
        /* maxBufLen must be at least 2 and fsHz must both be strictly positive */
        return -1;
    }

    /****************************/
    /* Update packet statistics */
    /****************************/

    /* Try calculating packet length from current and previous timestamps */
    if (!WebRtcNetEQ_IsNewerTimestamp(timeStamp, inst->lastTimeStamp) ||
        !WebRtcNetEQ_IsNewerSequenceNumber(seqNumber, inst->lastSeqNo))
    {
        /* Wrong timestamp or sequence order; revert to backup plan */
        packetLenSamp = inst->packetSpeechLenSamp; /* use stored value */
    }
    else
    {
        /* calculate timestamps per packet */
        packetLenSamp = (int16_t) WebRtcSpl_DivU32U16(timeStamp - inst->lastTimeStamp,
            seqNumber - inst->lastSeqNo);
    }

    /* Check that the packet size is positive; if not, the statistics cannot be updated. */
    if (inst->firstPacketReceived && packetLenSamp > 0)
    { /* packet size ok */

        /* calculate inter-arrival time in integer packets (rounding down) */
        timeIat = WebRtcSpl_DivW32W16(inst->packetIatCountSamp, packetLenSamp);

        /* Special operations for streaming mode */
        if (streamingMode != 0)
        {
            /*
             * Calculate IAT in Q8, including fractions of a packet (i.e., more accurate
             * than timeIat).
             */
            int16_t timeIatQ8 = (int16_t) WebRtcSpl_DivW32W16(
                WEBRTC_SPL_LSHIFT_W32(inst->packetIatCountSamp, 8), packetLenSamp);

            /*
             * Calculate cumulative sum iat with sequence number compensation (ideal arrival
             * times makes this sum zero).
             */
            inst->cSumIatQ8 += (timeIatQ8
                - WEBRTC_SPL_LSHIFT_W32(seqNumber - inst->lastSeqNo, 8));

            /* subtract drift term */
            inst->cSumIatQ8 -= CSUM_IAT_DRIFT;

            /* ensure not negative */
            inst->cSumIatQ8 = WEBRTC_SPL_MAX(inst->cSumIatQ8, 0);

            /* remember max */
            if (inst->cSumIatQ8 > inst->maxCSumIatQ8)
            {
                inst->maxCSumIatQ8 = inst->cSumIatQ8;
                inst->maxCSumUpdateTimer = 0;
            }

            /* too long since the last maximum was observed; decrease max value */
            if (inst->maxCSumUpdateTimer > (uint32_t) WEBRTC_SPL_MUL_32_16(fsHz,
                MAX_STREAMING_PEAK_PERIOD))
            {
                inst->maxCSumIatQ8 -= 4; /* remove 1000*4/256 = 15.6 ms/s */
            }
        } /* end of streaming mode */

        /* check for discontinuous packet sequence and re-ordering */
        if (WebRtcNetEQ_IsNewerSequenceNumber(seqNumber, inst->lastSeqNo + 1))
        {
            /* Compensate for gap in the sequence numbers.
             * Reduce IAT with expected extra time due to lost packets, but ensure that
             * the IAT is not negative.
             */
            timeIat -= WEBRTC_SPL_MIN(timeIat,
                (uint16_t) (seqNumber - (uint16_t) (inst->lastSeqNo + 1)));
        }
        else if (!WebRtcNetEQ_IsNewerSequenceNumber(seqNumber, inst->lastSeqNo))
        {
            /* compensate for re-ordering */
            timeIat += (uint16_t) (inst->lastSeqNo + 1 - seqNumber);
        }

        /* saturate IAT at maximum value */
        timeIat = WEBRTC_SPL_MIN( timeIat, MAX_IAT );

        /* update iatProb = forgetting_factor * iatProb for all elements */
        for (i = 0; i <= MAX_IAT; i++)
        {
            int32_t tempHi, tempLo; /* Temporary variables */

            /*
             * Multiply iatProbFact (Q15) with iatProb (Q30) and right-shift 15 steps
             * to come back to Q30. The operation is done in two steps:
             */

            /*
             * 1) Multiply the high 16 bits (15 bits + sign) of iatProb. Shift iatProb
             * 16 steps right to get the high 16 bits in a int16_t prior to
             * multiplication, and left-shift with 1 afterwards to come back to
             * Q30 = (Q15 * (Q30>>16)) << 1.
             */
            tempHi = WEBRTC_SPL_MUL_16_16(inst->iatProbFact,
                (int16_t) WEBRTC_SPL_RSHIFT_W32(inst->iatProb[i], 16));
            tempHi = WEBRTC_SPL_LSHIFT_W32(tempHi, 1); /* left-shift 1 step */

            /*
             * 2) Isolate and multiply the low 16 bits of iatProb. Right-shift 15 steps
             * afterwards to come back to Q30 = (Q15 * Q30) >> 15.
             */
            tempLo = inst->iatProb[i] & 0x0000FFFF; /* sift out the 16 low bits */
            tempLo = WEBRTC_SPL_MUL_16_U16(inst->iatProbFact,
                (uint16_t) tempLo);
            tempLo = WEBRTC_SPL_RSHIFT_W32(tempLo, 15);

            /* Finally, add the high and low parts */
            inst->iatProb[i] = tempHi + tempLo;

            /* Sum all vector elements while we are at it... */
            tempsum += inst->iatProb[i];
        }

        /*
         * Increase the probability for the currently observed inter-arrival time
         * with 1 - iatProbFact. The factor is in Q15, iatProb in Q30;
         * hence, left-shift 15 steps to obtain result in Q30.
         */
        inst->iatProb[timeIat] += (32768 - inst->iatProbFact) << 15;

        tempsum += (32768 - inst->iatProbFact) << 15; /* add to vector sum */

        /*
         * Update iatProbFact (changes only during the first seconds after reset)
         * The factor converges to IAT_PROB_FACT.
         */
        inst->iatProbFact += (IAT_PROB_FACT - inst->iatProbFact + 3) >> 2;

        /* iatProb should sum up to 1 (in Q30). */
        tempsum -= 1 << 30; /* should be zero */

        /* Check if it does, correct if it doesn't. */
        if (tempsum > 0)
        {
            /* tempsum too large => decrease a few values in the beginning */
            i = 0;
            while (i <= MAX_IAT && tempsum > 0)
            {
                /* Remove iatProb[i] / 16 from iatProb, but not more than tempsum */
                tempvar = WEBRTC_SPL_MIN(tempsum, inst->iatProb[i] >> 4);
                inst->iatProb[i++] -= tempvar;
                tempsum -= tempvar;
            }
        }
Example #10
0
void WebRtcIlbcfix_CbSearchCore(
    int32_t *cDot,    /* (i) Cross Correlation */
    int16_t range,    /* (i) Search range */
    int16_t stage,    /* (i) Stage of this search */
    int16_t *inverseEnergy,  /* (i) Inversed energy */
    int16_t *inverseEnergyShift, /* (i) Shifts of inversed energy
                                           with the offset 2*16-29 */
    int32_t *Crit,    /* (o) The criteria */
    int16_t *bestIndex,   /* (o) Index that corresponds to
                                                   maximum criteria (in this
                                                   vector) */
    int32_t *bestCrit,   /* (o) Value of critera for the
                                                   chosen index */
    int16_t *bestCritSh)   /* (o) The domain of the chosen
                                                   criteria */
{
  int32_t maxW32, tmp32;
  int16_t max, sh, tmp16;
  int i;
  int32_t *cDotPtr;
  int16_t cDotSqW16;
  int16_t *inverseEnergyPtr;
  int32_t *critPtr;
  int16_t *inverseEnergyShiftPtr;

  /* Don't allow negative values for stage 0 */
  if (stage==0) {
    cDotPtr=cDot;
    for (i=0;i<range;i++) {
      *cDotPtr=WEBRTC_SPL_MAX(0, (*cDotPtr));
      cDotPtr++;
    }
  }

  /* Normalize cDot to int16_t, calculate the square of cDot and store the upper int16_t */
  maxW32 = WebRtcSpl_MaxAbsValueW32(cDot, range);

  sh = (int16_t)WebRtcSpl_NormW32(maxW32);
  cDotPtr = cDot;
  inverseEnergyPtr = inverseEnergy;
  critPtr = Crit;
  inverseEnergyShiftPtr=inverseEnergyShift;
  max=WEBRTC_SPL_WORD16_MIN;

  for (i=0;i<range;i++) {
    /* Calculate cDot*cDot and put the result in a int16_t */
    tmp32 = WEBRTC_SPL_LSHIFT_W32(*cDotPtr,sh);
    tmp16 = (int16_t)WEBRTC_SPL_RSHIFT_W32(tmp32,16);
    cDotSqW16 = (int16_t)(((int32_t)(tmp16)*(tmp16))>>16);

    /* Calculate the criteria (cDot*cDot/energy) */
    *critPtr=WEBRTC_SPL_MUL_16_16(cDotSqW16, (*inverseEnergyPtr));

    /* Extract the maximum shift value under the constraint
       that the criteria is not zero */
    if ((*critPtr)!=0) {
      max = WEBRTC_SPL_MAX((*inverseEnergyShiftPtr), max);
    }

    inverseEnergyPtr++;
    inverseEnergyShiftPtr++;
    critPtr++;
    cDotPtr++;
  }

  /* If no max shifts still at initialization value, set shift to zero */
  if (max==WEBRTC_SPL_WORD16_MIN) {
    max = 0;
  }

  /* Modify the criterias, so that all of them use the same Q domain */
  critPtr=Crit;
  inverseEnergyShiftPtr=inverseEnergyShift;
  for (i=0;i<range;i++) {
    /* Guarantee that the shift value is less than 16
       in order to simplify for DSP's (and guard against >31) */
    tmp16 = WEBRTC_SPL_MIN(16, max-(*inverseEnergyShiftPtr));

    (*critPtr)=WEBRTC_SPL_SHIFT_W32((*critPtr),-tmp16);
    critPtr++;
    inverseEnergyShiftPtr++;
  }

  /* Find the index of the best value */
  *bestIndex = WebRtcSpl_MaxIndexW32(Crit, range);
  *bestCrit = Crit[*bestIndex];

  /* Calculate total shifts of this criteria */
  *bestCritSh = 32 - 2*sh + max;

  return;
}
Example #11
0
// Compute speech/noise probability
// speech/noise probability is returned in: probSpeechFinal
//snrLocPrior is the prior SNR for each frequency (in Q11)
//snrLocPost is the post SNR for each frequency (in Q11)
void WebRtcNsx_SpeechNoiseProb(NsxInst_t* inst,
                               uint16_t* nonSpeechProbFinal,
                               uint32_t* priorLocSnr,
                               uint32_t* postLocSnr) {

  uint32_t zeros, num, den, tmpU32no1, tmpU32no2, tmpU32no3;
  int32_t invLrtFX, indPriorFX, tmp32, tmp32no1, tmp32no2, besselTmpFX32;
  int32_t frac32, logTmp;
  int32_t logLrtTimeAvgKsumFX;
  int16_t indPriorFX16;
  int16_t tmp16, tmp16no1, tmp16no2, tmpIndFX, tableIndex, frac, intPart;
  int i, normTmp, normTmp2, nShifts;

  // compute feature based on average LR factor
  // this is the average over all frequencies of the smooth log LRT
  logLrtTimeAvgKsumFX = 0;
  for (i = 0; i < inst->magnLen; i++) {
    besselTmpFX32 = (int32_t)postLocSnr[i]; // Q11
    normTmp = WebRtcSpl_NormU32(postLocSnr[i]);
    num = WEBRTC_SPL_LSHIFT_U32(postLocSnr[i], normTmp); // Q(11+normTmp)
    if (normTmp > 10) {
      den = WEBRTC_SPL_LSHIFT_U32(priorLocSnr[i], normTmp - 11); // Q(normTmp)
    } else {
      den = WEBRTC_SPL_RSHIFT_U32(priorLocSnr[i], 11 - normTmp); // Q(normTmp)
    }
    if (den > 0) {
      besselTmpFX32 -= WEBRTC_SPL_UDIV(num, den); // Q11
    } else {
      besselTmpFX32 -= num; // Q11
    }

    // inst->logLrtTimeAvg[i] += LRT_TAVG * (besselTmp - log(snrLocPrior)
    //                                       - inst->logLrtTimeAvg[i]);
    // Here, LRT_TAVG = 0.5
    zeros = WebRtcSpl_NormU32(priorLocSnr[i]);
    frac32 = (int32_t)(((priorLocSnr[i] << zeros) & 0x7FFFFFFF) >> 19);
    tmp32 = WEBRTC_SPL_MUL(frac32, frac32);
    tmp32 = WEBRTC_SPL_RSHIFT_W32(WEBRTC_SPL_MUL(tmp32, -43), 19);
    tmp32 += WEBRTC_SPL_MUL_16_16_RSFT((int16_t)frac32, 5412, 12);
    frac32 = tmp32 + 37;
    // tmp32 = log2(priorLocSnr[i])
    tmp32 = (int32_t)(((31 - zeros) << 12) + frac32) - (11 << 12); // Q12
    logTmp = WEBRTC_SPL_RSHIFT_W32(WEBRTC_SPL_MUL_32_16(tmp32, 178), 8);
                                                  // log2(priorLocSnr[i])*log(2)
    tmp32no1 = WEBRTC_SPL_RSHIFT_W32(logTmp + inst->logLrtTimeAvgW32[i], 1);
                                                  // Q12
    inst->logLrtTimeAvgW32[i] += (besselTmpFX32 - tmp32no1); // Q12

    logLrtTimeAvgKsumFX += inst->logLrtTimeAvgW32[i]; // Q12
  }
  inst->featureLogLrt = WEBRTC_SPL_RSHIFT_W32(logLrtTimeAvgKsumFX * 5,
                                              inst->stages + 10);
                                                  // 5 = BIN_SIZE_LRT / 2
  // done with computation of LR factor

  //
  //compute the indicator functions
  //

  // average LRT feature
  // FLOAT code
  // indicator0 = 0.5 * (tanh(widthPrior *
  //                      (logLrtTimeAvgKsum - threshPrior0)) + 1.0);
  tmpIndFX = 16384; // Q14(1.0)
  tmp32no1 = logLrtTimeAvgKsumFX - inst->thresholdLogLrt; // Q12
  nShifts = 7 - inst->stages; // WIDTH_PR_MAP_SHIFT - inst->stages + 5;
  //use larger width in tanh map for pause regions
  if (tmp32no1 < 0) {
    tmpIndFX = 0;
    tmp32no1 = -tmp32no1;
    //widthPrior = widthPrior * 2.0;
    nShifts++;
  }
  tmp32no1 = WEBRTC_SPL_SHIFT_W32(tmp32no1, nShifts); // Q14
  // compute indicator function: sigmoid map
  tableIndex = (int16_t)WEBRTC_SPL_RSHIFT_W32(tmp32no1, 14);
  if ((tableIndex < 16) && (tableIndex >= 0)) {
    tmp16no2 = kIndicatorTable[tableIndex];
    tmp16no1 = kIndicatorTable[tableIndex + 1] - kIndicatorTable[tableIndex];
    frac = (int16_t)(tmp32no1 & 0x00003fff); // Q14
    tmp16no2 += (int16_t)WEBRTC_SPL_MUL_16_16_RSFT(tmp16no1, frac, 14);
    if (tmpIndFX == 0) {
      tmpIndFX = 8192 - tmp16no2; // Q14
    } else {
      tmpIndFX = 8192 + tmp16no2; // Q14
    }
  }
  indPriorFX = WEBRTC_SPL_MUL_16_16(inst->weightLogLrt, tmpIndFX); // 6*Q14

  //spectral flatness feature
  if (inst->weightSpecFlat) {
    tmpU32no1 = WEBRTC_SPL_UMUL(inst->featureSpecFlat, 400); // Q10
    tmpIndFX = 16384; // Q14(1.0)
    //use larger width in tanh map for pause regions
    tmpU32no2 = inst->thresholdSpecFlat - tmpU32no1; //Q10
    nShifts = 4;
    if (inst->thresholdSpecFlat < tmpU32no1) {
      tmpIndFX = 0;
      tmpU32no2 = tmpU32no1 - inst->thresholdSpecFlat;
      //widthPrior = widthPrior * 2.0;
      nShifts++;
    }
    tmp32no1 = (int32_t)WebRtcSpl_DivU32U16(WEBRTC_SPL_LSHIFT_U32(tmpU32no2,
                                                                  nShifts), 25);
                                                     //Q14
    tmpU32no1 = WebRtcSpl_DivU32U16(WEBRTC_SPL_LSHIFT_U32(tmpU32no2, nShifts),
                                    25); //Q14
    // compute indicator function: sigmoid map
    // FLOAT code
    // indicator1 = 0.5 * (tanh(sgnMap * widthPrior *
    //                          (threshPrior1 - tmpFloat1)) + 1.0);
    tableIndex = (int16_t)WEBRTC_SPL_RSHIFT_U32(tmpU32no1, 14);
    if (tableIndex < 16) {
      tmp16no2 = kIndicatorTable[tableIndex];
      tmp16no1 = kIndicatorTable[tableIndex + 1] - kIndicatorTable[tableIndex];
      frac = (int16_t)(tmpU32no1 & 0x00003fff); // Q14
      tmp16no2 += (int16_t)WEBRTC_SPL_MUL_16_16_RSFT(tmp16no1, frac, 14);
      if (tmpIndFX) {
        tmpIndFX = 8192 + tmp16no2; // Q14
      } else {
        tmpIndFX = 8192 - tmp16no2; // Q14
      }
    }
    indPriorFX += WEBRTC_SPL_MUL_16_16(inst->weightSpecFlat, tmpIndFX); // 6*Q14
  }

  //for template spectral-difference
  if (inst->weightSpecDiff) {
    tmpU32no1 = 0;
    if (inst->featureSpecDiff) {
      normTmp = WEBRTC_SPL_MIN(20 - inst->stages,
                               WebRtcSpl_NormU32(inst->featureSpecDiff));
      tmpU32no1 = WEBRTC_SPL_LSHIFT_U32(inst->featureSpecDiff, normTmp);
                                                         // Q(normTmp-2*stages)
      tmpU32no2 = WEBRTC_SPL_RSHIFT_U32(inst->timeAvgMagnEnergy,
                                        20 - inst->stages - normTmp);
      if (tmpU32no2 > 0) {
        // Q(20 - inst->stages)
        tmpU32no1 = WEBRTC_SPL_UDIV(tmpU32no1, tmpU32no2);
      } else {
        tmpU32no1 = (uint32_t)(0x7fffffff);
      }
    }
    tmpU32no3 = WEBRTC_SPL_UDIV(WEBRTC_SPL_LSHIFT_U32(inst->thresholdSpecDiff,
                                                      17),
                                25);
    tmpU32no2 = tmpU32no1 - tmpU32no3;
    nShifts = 1;
    tmpIndFX = 16384; // Q14(1.0)
    //use larger width in tanh map for pause regions
    if (tmpU32no2 & 0x80000000) {
      tmpIndFX = 0;
      tmpU32no2 = tmpU32no3 - tmpU32no1;
      //widthPrior = widthPrior * 2.0;
      nShifts--;
    }
    tmpU32no1 = WEBRTC_SPL_RSHIFT_U32(tmpU32no2, nShifts);
    // compute indicator function: sigmoid map
    /* FLOAT code
     indicator2 = 0.5 * (tanh(widthPrior * (tmpFloat1 - threshPrior2)) + 1.0);
     */
    tableIndex = (int16_t)WEBRTC_SPL_RSHIFT_U32(tmpU32no1, 14);
    if (tableIndex < 16) {
      tmp16no2 = kIndicatorTable[tableIndex];
      tmp16no1 = kIndicatorTable[tableIndex + 1] - kIndicatorTable[tableIndex];
      frac = (int16_t)(tmpU32no1 & 0x00003fff); // Q14
      tmp16no2 += (int16_t)WEBRTC_SPL_MUL_16_16_RSFT_WITH_ROUND(
                    tmp16no1, frac, 14);
      if (tmpIndFX) {
        tmpIndFX = 8192 + tmp16no2;
      } else {
        tmpIndFX = 8192 - tmp16no2;
      }
    }
    indPriorFX += WEBRTC_SPL_MUL_16_16(inst->weightSpecDiff, tmpIndFX); // 6*Q14
  }

  //combine the indicator function with the feature weights
  // FLOAT code
  // indPrior = 1 - (weightIndPrior0 * indicator0 + weightIndPrior1 *
  //                 indicator1 + weightIndPrior2 * indicator2);
  indPriorFX16 = WebRtcSpl_DivW32W16ResW16(98307 - indPriorFX, 6); // Q14
  // done with computing indicator function

  //compute the prior probability
  // FLOAT code
  // inst->priorNonSpeechProb += PRIOR_UPDATE *
  //                             (indPriorNonSpeech - inst->priorNonSpeechProb);
  tmp16 = indPriorFX16 - inst->priorNonSpeechProb; // Q14
  inst->priorNonSpeechProb += (int16_t)WEBRTC_SPL_MUL_16_16_RSFT(
                                PRIOR_UPDATE_Q14, tmp16, 14); // Q14

  //final speech probability: combine prior model with LR factor:

  memset(nonSpeechProbFinal, 0, sizeof(uint16_t) * inst->magnLen);

  if (inst->priorNonSpeechProb > 0) {
    for (i = 0; i < inst->magnLen; i++) {
      // FLOAT code
      // invLrt = exp(inst->logLrtTimeAvg[i]);
      // invLrt = inst->priorSpeechProb * invLrt;
      // nonSpeechProbFinal[i] = (1.0 - inst->priorSpeechProb) /
      //                         (1.0 - inst->priorSpeechProb + invLrt);
      // invLrt = (1.0 - inst->priorNonSpeechProb) * invLrt;
      // nonSpeechProbFinal[i] = inst->priorNonSpeechProb /
      //                         (inst->priorNonSpeechProb + invLrt);
      if (inst->logLrtTimeAvgW32[i] < 65300) {
        tmp32no1 = WEBRTC_SPL_RSHIFT_W32(WEBRTC_SPL_MUL(
                                           inst->logLrtTimeAvgW32[i], 23637),
                                         14); // Q12
        intPart = (int16_t)WEBRTC_SPL_RSHIFT_W32(tmp32no1, 12);
        if (intPart < -8) {
          intPart = -8;
        }
        frac = (int16_t)(tmp32no1 & 0x00000fff); // Q12

        // Quadratic approximation of 2^frac
        tmp32no2 = WEBRTC_SPL_RSHIFT_W32(frac * frac * 44, 19); // Q12
        tmp32no2 += WEBRTC_SPL_MUL_16_16_RSFT(frac, 84, 7); // Q12
        invLrtFX = WEBRTC_SPL_LSHIFT_W32(1, 8 + intPart)
                   + WEBRTC_SPL_SHIFT_W32(tmp32no2, intPart - 4); // Q8

        normTmp = WebRtcSpl_NormW32(invLrtFX);
        normTmp2 = WebRtcSpl_NormW16((16384 - inst->priorNonSpeechProb));
        if (normTmp + normTmp2 >= 7) {
          if (normTmp + normTmp2 < 15) {
            invLrtFX = WEBRTC_SPL_RSHIFT_W32(invLrtFX, 15 - normTmp2 - normTmp);
            // Q(normTmp+normTmp2-7)
            tmp32no1 = WEBRTC_SPL_MUL_32_16(invLrtFX,
                                            (16384 - inst->priorNonSpeechProb));
            // Q(normTmp+normTmp2+7)
            invLrtFX = WEBRTC_SPL_SHIFT_W32(tmp32no1, 7 - normTmp - normTmp2);
                                                                  // Q14
          } else {
            tmp32no1 = WEBRTC_SPL_MUL_32_16(invLrtFX,
                                            (16384 - inst->priorNonSpeechProb));
                                                                  // Q22
            invLrtFX = WEBRTC_SPL_RSHIFT_W32(tmp32no1, 8); // Q14
          }

          tmp32no1 = WEBRTC_SPL_LSHIFT_W32((int32_t)inst->priorNonSpeechProb,
                                           8); // Q22

          nonSpeechProbFinal[i] = (uint16_t)WEBRTC_SPL_DIV(tmp32no1,
              (int32_t)inst->priorNonSpeechProb + invLrtFX); // Q8
        }
      }
    }
  }
}
Example #12
0
int WebRtcNetEQ_RecInInternal(MCUInst_t *MCU_inst, RTPPacket_t *RTPpacketInput,
                              WebRtc_UWord32 uw32_timeRec)
{
    RTPPacket_t RTPpacket[2];
    int i_k;
    int i_ok = 0, i_No_Of_Payloads = 1;
    WebRtc_Word16 flushed = 0;
    WebRtc_Word16 codecPos;
    WebRtc_UWord32 diffTS, uw32_tmp;
    int curr_Codec;
    WebRtc_Word16 isREDPayload = 0;
    WebRtc_Word32 temp_bufsize = MCU_inst->PacketBuffer_inst.numPacketsInBuffer;
#ifdef NETEQ_RED_CODEC
    RTPPacket_t* RTPpacketPtr[2]; /* Support for redundancy up to 2 payloads */
    RTPpacketPtr[0] = &RTPpacket[0];
    RTPpacketPtr[1] = &RTPpacket[1];
#endif

    /*
     * Copy from input RTP packet to local copy
     * (mainly to enable multiple payloads using RED)
     */

    WEBRTC_SPL_MEMCPY_W8(&RTPpacket[0], RTPpacketInput, sizeof(RTPPacket_t));

    /* Reinitialize NetEq if it's needed (changed SSRC or first call) */

    if ((RTPpacket[0].ssrc != MCU_inst->ssrc) || (MCU_inst->first_packet == 1))
    {
        WebRtcNetEQ_RTCPInit(&MCU_inst->RTCP_inst, RTPpacket[0].seqNumber);
        MCU_inst->first_packet = 0;

        /* Flush the buffer */
        WebRtcNetEQ_PacketBufferFlush(&MCU_inst->PacketBuffer_inst);

        /* Store new SSRC */
        MCU_inst->ssrc = RTPpacket[0].ssrc;

        /* Update codecs */
        MCU_inst->timeStamp = RTPpacket[0].timeStamp;
        MCU_inst->current_Payload = RTPpacket[0].payloadType;

        /*Set MCU to update codec on next SignalMCU call */
        MCU_inst->new_codec = 1;

        /* Reset timestamp scaling */
        MCU_inst->TSscalingInitialized = 0;

    }

    /* Call RTCP statistics */
    i_ok |= WebRtcNetEQ_RTCPUpdate(&(MCU_inst->RTCP_inst), RTPpacket[0].seqNumber,
        RTPpacket[0].timeStamp, uw32_timeRec);

    /* If Redundancy is supported and this is the redundancy payload, separate the payloads */
#ifdef NETEQ_RED_CODEC
    if (RTPpacket[0].payloadType == WebRtcNetEQ_DbGetPayload(&MCU_inst->codec_DB_inst,
        kDecoderRED))
    {

        /* Split the payload into a main and a redundancy payloads */
        i_ok = WebRtcNetEQ_RedundancySplit(RTPpacketPtr, 2, &i_No_Of_Payloads);
        if (i_ok < 0)
        {
            /* error returned */
            return i_ok;
        }

        /*
         * Only accept a few redundancies of the same type as the main data,
         * AVT events and CNG.
         */
        if ((i_No_Of_Payloads > 1) && (RTPpacket[0].payloadType != RTPpacket[1].payloadType)
            && (RTPpacket[0].payloadType != WebRtcNetEQ_DbGetPayload(&MCU_inst->codec_DB_inst,
                kDecoderAVT)) && (RTPpacket[1].payloadType != WebRtcNetEQ_DbGetPayload(
            &MCU_inst->codec_DB_inst, kDecoderAVT)) && (!WebRtcNetEQ_DbIsCNGPayload(
            &MCU_inst->codec_DB_inst, RTPpacket[0].payloadType))
            && (!WebRtcNetEQ_DbIsCNGPayload(&MCU_inst->codec_DB_inst, RTPpacket[1].payloadType)))
        {
            i_No_Of_Payloads = 1;
        }
        isREDPayload = 1;
    }
#endif

    /* loop over the number of payloads */
    for (i_k = 0; i_k < i_No_Of_Payloads; i_k++)
    {

        if (isREDPayload == 1)
        {
            RTPpacket[i_k].rcuPlCntr = i_k;
        }
        else
        {
            RTPpacket[i_k].rcuPlCntr = 0;
        }

        /* Force update of SplitInfo if it's iLBC because of potential change between 20/30ms */
        if (RTPpacket[i_k].payloadType == WebRtcNetEQ_DbGetPayload(&MCU_inst->codec_DB_inst,
            kDecoderILBC))
        {
            i_ok = WebRtcNetEQ_DbGetSplitInfo(
                &MCU_inst->PayloadSplit_inst,
                (enum WebRtcNetEQDecoder) WebRtcNetEQ_DbGetCodec(&MCU_inst->codec_DB_inst,
                    RTPpacket[i_k].payloadType), RTPpacket[i_k].payloadLen);
            if (i_ok < 0)
            {
                /* error returned */
                return i_ok;
            }
        }

        /* Get information about timestamp scaling for this payload type */
        i_ok = WebRtcNetEQ_GetTimestampScaling(MCU_inst, RTPpacket[i_k].payloadType);
        if (i_ok < 0)
        {
            /* error returned */
            return i_ok;
        }

        if (MCU_inst->TSscalingInitialized == 0 && MCU_inst->scalingFactor != kTSnoScaling)
        {
            /* Must initialize scaling with current timestamps */
            MCU_inst->externalTS = RTPpacket[i_k].timeStamp;
            MCU_inst->internalTS = RTPpacket[i_k].timeStamp;
            MCU_inst->TSscalingInitialized = 1;
        }

        /* Adjust timestamp if timestamp scaling is needed (e.g. SILK or G.722) */
        if (MCU_inst->TSscalingInitialized == 1)
        {
            WebRtc_UWord32 newTS = WebRtcNetEQ_ScaleTimestampExternalToInternal(MCU_inst,
                RTPpacket[i_k].timeStamp);

            /* save the incoming timestamp for next time */
            MCU_inst->externalTS = RTPpacket[i_k].timeStamp;

            /* add the scaled difference to last scaled timestamp and save ... */
            MCU_inst->internalTS = newTS;

            RTPpacket[i_k].timeStamp = newTS;
        }

        /* Is this a DTMF packet?*/
        if (RTPpacket[i_k].payloadType == WebRtcNetEQ_DbGetPayload(&MCU_inst->codec_DB_inst,
            kDecoderAVT))
        {
#ifdef NETEQ_ATEVENT_DECODE
            if (MCU_inst->AVT_PlayoutOn)
            {
                i_ok = WebRtcNetEQ_DtmfInsertEvent(&MCU_inst->DTMF_inst,
                    RTPpacket[i_k].payload, RTPpacket[i_k].payloadLen,
                    RTPpacket[i_k].timeStamp);
                if (i_ok != 0)
                {
                    return i_ok;
                }
            }
#endif
#ifdef NETEQ_STEREO
            if (MCU_inst->usingStereo == 0)
            {
                /* do not set this for DTMF packets when using stereo mode */
                MCU_inst->BufferStat_inst.Automode_inst.lastPackCNGorDTMF = 1;
            }
#else
            MCU_inst->BufferStat_inst.Automode_inst.lastPackCNGorDTMF = 1;
#endif
        }
        else if (WebRtcNetEQ_DbIsCNGPayload(&MCU_inst->codec_DB_inst,
            RTPpacket[i_k].payloadType))
        {
            /* Is this a CNG packet? how should we handle this?*/
#ifdef NETEQ_CNG_CODEC
            /* Get CNG sample rate */
            WebRtc_UWord16 fsCng = WebRtcNetEQ_DbGetSampleRate(&MCU_inst->codec_DB_inst,
                RTPpacket[i_k].payloadType);
            if ((fsCng != MCU_inst->fs) && (fsCng > 8000))
            {
                /*
                 * We have received CNG with a different sample rate from what we are using
                 * now (must be > 8000, since we may use only one CNG type (default) for all
                 * frequencies). Flush buffer and signal new codec.
                 */
                WebRtcNetEQ_PacketBufferFlush(&MCU_inst->PacketBuffer_inst);
                MCU_inst->new_codec = 1;
                MCU_inst->current_Codec = -1;
            }
            i_ok = WebRtcNetEQ_PacketBufferInsert(&MCU_inst->PacketBuffer_inst,
                &RTPpacket[i_k], &flushed);
            if (i_ok < 0)
            {
                return RECIN_CNG_ERROR;
            }
            MCU_inst->BufferStat_inst.Automode_inst.lastPackCNGorDTMF = 1;
#else /* NETEQ_CNG_CODEC not defined */
            return RECIN_UNKNOWNPAYLOAD;
#endif /* NETEQ_CNG_CODEC */
        }
        else
        {
            /* Reinitialize the splitting if the payload and/or the payload length has changed */
            curr_Codec = WebRtcNetEQ_DbGetCodec(&MCU_inst->codec_DB_inst,
                RTPpacket[i_k].payloadType);
            if (curr_Codec != MCU_inst->current_Codec)
            {
                if (curr_Codec < 0)
                {
                    return RECIN_UNKNOWNPAYLOAD;
                }
                MCU_inst->current_Codec = curr_Codec;
                MCU_inst->current_Payload = RTPpacket[i_k].payloadType;
                i_ok = WebRtcNetEQ_DbGetSplitInfo(&MCU_inst->PayloadSplit_inst,
                    (enum WebRtcNetEQDecoder) MCU_inst->current_Codec,
                    RTPpacket[i_k].payloadLen);
                if (i_ok < 0)
                { /* error returned */
                    return i_ok;
                }
                WebRtcNetEQ_PacketBufferFlush(&MCU_inst->PacketBuffer_inst);
                MCU_inst->new_codec = 1;
            }

            /* update post-call statistics */
            if (MCU_inst->new_codec != 1) /* not if in codec change */
            {
                diffTS = RTPpacket[i_k].timeStamp - MCU_inst->timeStamp; /* waiting time */
                if (diffTS < 0x0FFFFFFF) /* guard against re-ordering */
                {
                    /* waiting time in ms */
                    diffTS = WEBRTC_SPL_UDIV(diffTS,
                        WEBRTC_SPL_UDIV((WebRtc_UWord32) MCU_inst->fs, 1000) );
                    if (diffTS < MCU_inst->statInst.minPacketDelayMs)
                    {
                        /* new all-time low */
                        MCU_inst->statInst.minPacketDelayMs = diffTS;
                    }
                    if (diffTS > MCU_inst->statInst.maxPacketDelayMs)
                    {
                        /* new all-time high */
                        MCU_inst->statInst.maxPacketDelayMs = diffTS;
                    }

                    /* Update avg waiting time:
                     * avgPacketDelayMs =
                     *    (avgPacketCount * avgPacketDelayMs + diffTS)/(avgPacketCount+1)
                     * with proper rounding.
                     */
                    uw32_tmp
                        = WEBRTC_SPL_UMUL((WebRtc_UWord32) MCU_inst->statInst.avgPacketCount,
                            (WebRtc_UWord32) MCU_inst->statInst.avgPacketDelayMs);
                    uw32_tmp
                        = WEBRTC_SPL_ADD_SAT_W32(uw32_tmp,
                            (diffTS + (MCU_inst->statInst.avgPacketCount>>1)));
                    uw32_tmp = WebRtcSpl_DivU32U16(uw32_tmp,
                        (WebRtc_UWord16) (MCU_inst->statInst.avgPacketCount + 1));
                    MCU_inst->statInst.avgPacketDelayMs
                        = (WebRtc_UWord16) WEBRTC_SPL_MIN(uw32_tmp, (WebRtc_UWord32) 65535);

                    /* increase counter, but not to more than 65534 */
                    if (MCU_inst->statInst.avgPacketCount < (0xFFFF - 1))
                    {
                        MCU_inst->statInst.avgPacketCount++;
                    }
                }
            }

            /* Parse the payload and insert it into the buffer */
            i_ok = WebRtcNetEQ_SplitAndInsertPayload(&RTPpacket[i_k],
                &MCU_inst->PacketBuffer_inst, &MCU_inst->PayloadSplit_inst, &flushed);
            if (i_ok < 0)
            {
                return i_ok;
            }
            if (MCU_inst->BufferStat_inst.Automode_inst.lastPackCNGorDTMF != 0)
            {
                /* first normal packet after CNG or DTMF */
                MCU_inst->BufferStat_inst.Automode_inst.lastPackCNGorDTMF = -1;
            }
        }
Example #13
0
void WebRtcIlbcfix_CbUpdateBestIndex(
    WebRtc_Word32 CritNew,    /* (i) New Potentially best Criteria */
    WebRtc_Word16 CritNewSh,   /* (i) Shift value of above Criteria */
    WebRtc_Word16 IndexNew,   /* (i) Index of new Criteria */
    WebRtc_Word32 cDotNew,    /* (i) Cross dot of new index */
    WebRtc_Word16 invEnergyNew,  /* (i) Inversed energy new index */
    WebRtc_Word16 energyShiftNew,  /* (i) Energy shifts of new index */
    WebRtc_Word32 *CritMax,   /* (i/o) Maximum Criteria (so far) */
    WebRtc_Word16 *shTotMax,   /* (i/o) Shifts of maximum criteria */
    WebRtc_Word16 *bestIndex,   /* (i/o) Index that corresponds to
                                                   maximum criteria */
    WebRtc_Word16 *bestGain)   /* (i/o) Gain in Q14 that corresponds
                                                   to maximum criteria */
{
  WebRtc_Word16 shOld, shNew, tmp16;
  WebRtc_Word16 scaleTmp;
  WebRtc_Word32 gainW32;

  /* Normalize the new and old Criteria to the same domain */
  if (CritNewSh>(*shTotMax)) {
    shOld=WEBRTC_SPL_MIN(31,CritNewSh-(*shTotMax));
    shNew=0;
  } else {
    shOld=0;
    shNew=WEBRTC_SPL_MIN(31,(*shTotMax)-CritNewSh);
  }

  /* Compare the two criterias. If the new one is better,
     calculate the gain and store this index as the new best one
  */

  if (WEBRTC_SPL_RSHIFT_W32(CritNew, shNew)>
      WEBRTC_SPL_RSHIFT_W32((*CritMax),shOld)) {

    tmp16 = (WebRtc_Word16)WebRtcSpl_NormW32(cDotNew);
    tmp16 = 16 - tmp16;

    /* Calculate the gain in Q14
       Compensate for inverseEnergyshift in Q29 and that the energy
       value was stored in a WebRtc_Word16 (shifted down 16 steps)
       => 29-14+16 = 31 */

    scaleTmp = -energyShiftNew-tmp16+31;
    scaleTmp = WEBRTC_SPL_MIN(31, scaleTmp);

    gainW32 = WEBRTC_SPL_MUL_16_16_RSFT(
        ((WebRtc_Word16)WEBRTC_SPL_SHIFT_W32(cDotNew, -tmp16)), invEnergyNew, scaleTmp);

    /* Check if criteria satisfies Gain criteria (max 1.3)
       if it is larger set the gain to 1.3
       (slightly different from FLP version)
    */
    if (gainW32>21299) {
      *bestGain=21299;
    } else if (gainW32<-21299) {
      *bestGain=-21299;
    } else {
      *bestGain=(WebRtc_Word16)gainW32;
    }

    *CritMax=CritNew;
    *shTotMax=CritNewSh;
    *bestIndex = IndexNew;
  }

  return;
}
Example #14
0
void WebRtcIsacfix_InitialPitch(const int16_t *in, /* Q0 */
                                PitchAnalysisStruct *State,
                                int16_t *lagsQ7                   /* Q7 */
                                )
{
  int16_t buf_dec16[PITCH_CORR_LEN2+PITCH_CORR_STEP2+PITCH_MAX_LAG/2+2];
  int32_t *crrvecQ8_1,*crrvecQ8_2;
  int32_t cv1q[PITCH_LAG_SPAN2+2],cv2q[PITCH_LAG_SPAN2+2], peakvq[PITCH_LAG_SPAN2+2];
  int k;
  int16_t peaks_indq;
  int16_t peakiq[PITCH_LAG_SPAN2];
  int32_t corr;
  int32_t corr32, corr_max32, corr_max_o32;
  int16_t npkq;
  int16_t best4q[4]={0,0,0,0};
  int32_t xq[3],yq[1],fyq[1];
  int32_t *fxq;
  int32_t best_lag1q, best_lag2q;
  int32_t tmp32a,tmp32b,lag32,ratq;
  int16_t start;
  int16_t oldgQ12, tmp16a, tmp16b, gain_bias16,tmp16c, tmp16d, bias16;
  int32_t tmp32c,tmp32d, tmp32e;
  int16_t old_lagQ;
  int32_t old_lagQ8;
  int32_t lagsQ8[4];

  old_lagQ = State->PFstr_wght.oldlagQ7; // Q7
  old_lagQ8= WEBRTC_SPL_LSHIFT_W32((int32_t)old_lagQ,1); //Q8

  oldgQ12= State->PFstr_wght.oldgainQ12;

  crrvecQ8_1=&cv1q[1];
  crrvecQ8_2=&cv2q[1];


  /* copy old values from state buffer */
  memcpy(buf_dec16, State->dec_buffer16, WEBRTC_SPL_MUL_16_16(sizeof(int16_t), (PITCH_CORR_LEN2+PITCH_CORR_STEP2+PITCH_MAX_LAG/2-PITCH_FRAME_LEN/2+2)));

  /* decimation; put result after the old values */
  WebRtcIsacfix_DecimateAllpass32(in, State->decimator_state32, PITCH_FRAME_LEN,
                                  &buf_dec16[PITCH_CORR_LEN2+PITCH_CORR_STEP2+PITCH_MAX_LAG/2-PITCH_FRAME_LEN/2+2]);

  /* low-pass filtering */
  start= PITCH_CORR_LEN2+PITCH_CORR_STEP2+PITCH_MAX_LAG/2-PITCH_FRAME_LEN/2+2;
  WebRtcSpl_FilterARFastQ12(&buf_dec16[start],&buf_dec16[start],(int16_t*)kACoefQ12,3, PITCH_FRAME_LEN/2);

  /* copy end part back into state buffer */
  for (k = 0; k < (PITCH_CORR_LEN2+PITCH_CORR_STEP2+PITCH_MAX_LAG/2-PITCH_FRAME_LEN/2+2); k++)
    State->dec_buffer16[k] = buf_dec16[k+PITCH_FRAME_LEN/2];


  /* compute correlation for first and second half of the frame */
  PCorr2Q32(buf_dec16, crrvecQ8_1);
  PCorr2Q32(buf_dec16 + PITCH_CORR_STEP2, crrvecQ8_2);


  /* bias towards pitch lag of previous frame */
  tmp32a = Log2Q8((uint32_t) old_lagQ8) - 2304; // log2(0.5*oldlag) in Q8
  tmp32b = WEBRTC_SPL_MUL_16_16_RSFT(oldgQ12,oldgQ12, 10); //Q12 & * 4.0;
  gain_bias16 = (int16_t) tmp32b;  //Q12
  if (gain_bias16 > 3276) gain_bias16 = 3276; // 0.8 in Q12


  for (k = 0; k < PITCH_LAG_SPAN2; k++)
  {
    if (crrvecQ8_1[k]>0) {
      tmp32b = Log2Q8((uint32_t) (k + (PITCH_MIN_LAG/2-2)));
      tmp16a = (int16_t) (tmp32b - tmp32a); // Q8 & fabs(ratio)<4
      tmp32c = WEBRTC_SPL_MUL_16_16_RSFT(tmp16a,tmp16a, 6); //Q10
      tmp16b = (int16_t) tmp32c; // Q10 & <8
      tmp32d = WEBRTC_SPL_MUL_16_16_RSFT(tmp16b, 177 , 8); // mult with ln2 in Q8
      tmp16c = (int16_t) tmp32d; // Q10 & <4
      tmp16d = Exp2Q10((int16_t) -tmp16c); //Q10
      tmp32c = WEBRTC_SPL_MUL_16_16_RSFT(gain_bias16,tmp16d,13); // Q10  & * 0.5
      bias16 = (int16_t) (1024 + tmp32c); // Q10
      tmp32b = Log2Q8((uint32_t) bias16) - 2560; // Q10 in -> Q8 out with 10*2^8 offset
      crrvecQ8_1[k] += tmp32b ; // -10*2^8 offset
    }
  }

  /* taper correlation functions */
  for (k = 0; k < 3; k++) {
    crrvecQ8_1[k] += kLogLagWinQ8[k];
    crrvecQ8_2[k] += kLogLagWinQ8[k];

    crrvecQ8_1[PITCH_LAG_SPAN2-1-k] += kLogLagWinQ8[k];
    crrvecQ8_2[PITCH_LAG_SPAN2-1-k] += kLogLagWinQ8[k];
  }


  /* Make zeropadded corr vectors */
  cv1q[0]=0;
  cv2q[0]=0;
  cv1q[PITCH_LAG_SPAN2+1]=0;
  cv2q[PITCH_LAG_SPAN2+1]=0;
  corr_max32 = 0;

  for (k = 1; k <= PITCH_LAG_SPAN2; k++)
  {


    corr32=crrvecQ8_1[k-1];
    if (corr32 > corr_max32)
      corr_max32 = corr32;

    corr32=crrvecQ8_2[k-1];
    corr32 += -4; // Compensate for later (log2(0.99))

    if (corr32 > corr_max32)
      corr_max32 = corr32;

  }

  /* threshold value to qualify as a peak */
  // corr_max32 += -726; // log(0.14)/log(2.0) in Q8
  corr_max32 += -1000; // log(0.14)/log(2.0) in Q8
  corr_max_o32 = corr_max32;


  /* find peaks in corr1 */
  peaks_indq = 0;
  for (k = 1; k <= PITCH_LAG_SPAN2; k++)
  {
    corr32=cv1q[k];
    if (corr32>corr_max32) { // Disregard small peaks
      if ((corr32>=cv1q[k-1]) && (corr32>cv1q[k+1])) { // Peak?
        peakvq[peaks_indq] = corr32;
        peakiq[peaks_indq++] = k;
      }
    }
  }


  /* find highest interpolated peak */
  corr_max32=0;
  best_lag1q =0;
  if (peaks_indq > 0) {
    FindFour32(peakvq, (int16_t) peaks_indq, best4q);
    npkq = WEBRTC_SPL_MIN(peaks_indq, 4);

    for (k=0;k<npkq;k++) {

      lag32 =  peakiq[best4q[k]];
      fxq = &cv1q[peakiq[best4q[k]]-1];
      xq[0]= lag32;
      xq[0] = WEBRTC_SPL_LSHIFT_W32(xq[0], 8);
      Intrp1DQ8(xq, fxq, yq, fyq);

      tmp32a= Log2Q8((uint32_t) *yq) - 2048; // offset 8*2^8
      /* Bias towards short lags */
      /* log(pow(0.8, log(2.0 * *y )))/log(2.0) */
      tmp32b= WEBRTC_SPL_MUL_16_16_RSFT((int16_t) tmp32a, -42, 8);
      tmp32c= tmp32b + 256;
      *fyq += tmp32c;
      if (*fyq > corr_max32) {
        corr_max32 = *fyq;
        best_lag1q = *yq;
      }
    }
    tmp32a = best_lag1q - OFFSET_Q8;
    tmp32b = WEBRTC_SPL_LSHIFT_W32(tmp32a, 1);
    lagsQ8[0] = tmp32b + PITCH_MIN_LAG_Q8;
    lagsQ8[1] = lagsQ8[0];
  } else {
    lagsQ8[0] = old_lagQ8;
    lagsQ8[1] = lagsQ8[0];
  }

  /* Bias towards constant pitch */
  tmp32a = lagsQ8[0] - PITCH_MIN_LAG_Q8;
  ratq = WEBRTC_SPL_RSHIFT_W32(tmp32a, 1) + OFFSET_Q8;

  for (k = 1; k <= PITCH_LAG_SPAN2; k++)
  {
    tmp32a = WEBRTC_SPL_LSHIFT_W32(k, 7); // 0.5*k Q8
    tmp32b = (int32_t) (WEBRTC_SPL_LSHIFT_W32(tmp32a, 1)) - ratq; // Q8
    tmp32c = WEBRTC_SPL_MUL_16_16_RSFT((int16_t) tmp32b, (int16_t) tmp32b, 8); // Q8

    tmp32b = (int32_t) tmp32c + (int32_t)  WEBRTC_SPL_RSHIFT_W32(ratq, 1); // (k-r)^2 + 0.5 * r  Q8
    tmp32c = Log2Q8((uint32_t) tmp32a) - 2048; // offset 8*2^8 , log2(0.5*k) Q8
    tmp32d = Log2Q8((uint32_t) tmp32b) - 2048; // offset 8*2^8 , log2(0.5*k) Q8
    tmp32e =  tmp32c -tmp32d;

    cv2q[k] += WEBRTC_SPL_RSHIFT_W32(tmp32e, 1);

  }

  /* find peaks in corr2 */
  corr_max32 = corr_max_o32;
  peaks_indq = 0;

  for (k = 1; k <= PITCH_LAG_SPAN2; k++)
  {
    corr=cv2q[k];
    if (corr>corr_max32) { // Disregard small peaks
      if ((corr>=cv2q[k-1]) && (corr>cv2q[k+1])) { // Peak?
        peakvq[peaks_indq] = corr;
        peakiq[peaks_indq++] = k;
      }
    }
  }



  /* find highest interpolated peak */
  corr_max32 = 0;
  best_lag2q =0;
  if (peaks_indq > 0) {

    FindFour32(peakvq, (int16_t) peaks_indq, best4q);
    npkq = WEBRTC_SPL_MIN(peaks_indq, 4);
    for (k=0;k<npkq;k++) {

      lag32 =  peakiq[best4q[k]];
      fxq = &cv2q[peakiq[best4q[k]]-1];

      xq[0]= lag32;
      xq[0] = WEBRTC_SPL_LSHIFT_W32(xq[0], 8);
      Intrp1DQ8(xq, fxq, yq, fyq);

      /* Bias towards short lags */
      /* log(pow(0.8, log(2.0f * *y )))/log(2.0f) */
      tmp32a= Log2Q8((uint32_t) *yq) - 2048; // offset 8*2^8
      tmp32b= WEBRTC_SPL_MUL_16_16_RSFT((int16_t) tmp32a, -82, 8);
      tmp32c= tmp32b + 256;
      *fyq += tmp32c;
      if (*fyq > corr_max32) {
        corr_max32 = *fyq;
        best_lag2q = *yq;
      }
    }

    tmp32a = best_lag2q - OFFSET_Q8;
    tmp32b = WEBRTC_SPL_LSHIFT_W32(tmp32a, 1);
    lagsQ8[2] = tmp32b + PITCH_MIN_LAG_Q8;
    lagsQ8[3] = lagsQ8[2];
  } else {
    lagsQ8[2] = lagsQ8[0];
    lagsQ8[3] = lagsQ8[0];
  }

  lagsQ7[0]=(int16_t) WEBRTC_SPL_RSHIFT_W32(lagsQ8[0], 1);
  lagsQ7[1]=(int16_t) WEBRTC_SPL_RSHIFT_W32(lagsQ8[1], 1);
  lagsQ7[2]=(int16_t) WEBRTC_SPL_RSHIFT_W32(lagsQ8[2], 1);
  lagsQ7[3]=(int16_t) WEBRTC_SPL_RSHIFT_W32(lagsQ8[3], 1);


}
Example #15
0
static int ProcessNormal(Aec* aecpc,
                         const float* const* nearend,
                         int num_bands,
                         float* const* out,
                         int16_t nrOfSamples,
                         int16_t msInSndCardBuf,
                         int32_t skew) {
  int retVal = 0;
  short i;
  short nBlocks10ms;
  // Limit resampling to doubling/halving of signal
  const float minSkewEst = -0.5f;
  const float maxSkewEst = 1.0f;

  msInSndCardBuf =
      msInSndCardBuf > kMaxTrustedDelayMs ? kMaxTrustedDelayMs : msInSndCardBuf;
  // TODO(andrew): we need to investigate if this +10 is really wanted.
  msInSndCardBuf += 10;
  aecpc->msInSndCardBuf = msInSndCardBuf;

  if (aecpc->skewMode == kAecTrue) {
    if (aecpc->skewFrCtr < 25) {
      aecpc->skewFrCtr++;
    } else {
      retVal = WebRtcAec_GetSkew(aecpc->resampler, skew, &aecpc->skew);
      if (retVal == -1) {
        aecpc->skew = 0;
        aecpc->lastError = AEC_BAD_PARAMETER_WARNING;
      }

      aecpc->skew /= aecpc->sampFactor * nrOfSamples;

      if (aecpc->skew < 1.0e-3 && aecpc->skew > -1.0e-3) {
        aecpc->resample = kAecFalse;
      } else {
        aecpc->resample = kAecTrue;
      }

      if (aecpc->skew < minSkewEst) {
        aecpc->skew = minSkewEst;
      } else if (aecpc->skew > maxSkewEst) {
        aecpc->skew = maxSkewEst;
      }

#ifdef WEBRTC_AEC_DEBUG_DUMP
      (void)fwrite(&aecpc->skew, sizeof(aecpc->skew), 1, aecpc->skewFile);
#endif
    }
  }

  nBlocks10ms = nrOfSamples / (FRAME_LEN * aecpc->rate_factor);

  if (aecpc->startup_phase) {
    for (i = 0; i < num_bands; ++i) {
      // Only needed if they don't already point to the same place.
      if (nearend[i] != out[i]) {
        memcpy(out[i], nearend[i], sizeof(nearend[i][0]) * nrOfSamples);
      }
    }

    // The AEC is in the start up mode
    // AEC is disabled until the system delay is OK

    // Mechanism to ensure that the system delay is reasonably stable.
    if (aecpc->checkBuffSize) {
      aecpc->checkBufSizeCtr++;
      // Before we fill up the far-end buffer we require the system delay
      // to be stable (+/-8 ms) compared to the first value. This
      // comparison is made during the following 6 consecutive 10 ms
      // blocks. If it seems to be stable then we start to fill up the
      // far-end buffer.
      if (aecpc->counter == 0) {
        aecpc->firstVal = aecpc->msInSndCardBuf;
        aecpc->sum = 0;
      }

      if (abs(aecpc->firstVal - aecpc->msInSndCardBuf) <
          WEBRTC_SPL_MAX(0.2 * aecpc->msInSndCardBuf, sampMsNb)) {
        aecpc->sum += aecpc->msInSndCardBuf;
        aecpc->counter++;
      } else {
        aecpc->counter = 0;
      }

      if (aecpc->counter * nBlocks10ms >= 6) {
        // The far-end buffer size is determined in partitions of
        // PART_LEN samples. Use 75% of the average value of the system
        // delay as buffer size to start with.
        aecpc->bufSizeStart =
            WEBRTC_SPL_MIN((3 * aecpc->sum * aecpc->rate_factor * 8) /
                               (4 * aecpc->counter * PART_LEN),
                           kMaxBufSizeStart);
        // Buffer size has now been determined.
        aecpc->checkBuffSize = 0;
      }

      if (aecpc->checkBufSizeCtr * nBlocks10ms > 50) {
        // For really bad systems, don't disable the echo canceller for
        // more than 0.5 sec.
        aecpc->bufSizeStart = WEBRTC_SPL_MIN(
            (aecpc->msInSndCardBuf * aecpc->rate_factor * 3) / 40,
            kMaxBufSizeStart);
        aecpc->checkBuffSize = 0;
      }
    }

    // If |checkBuffSize| changed in the if-statement above.
    if (!aecpc->checkBuffSize) {
      // The system delay is now reasonably stable (or has been unstable
      // for too long). When the far-end buffer is filled with
      // approximately the same amount of data as reported by the system
      // we end the startup phase.
      int overhead_elements =
          WebRtcAec_system_delay(aecpc->aec) / PART_LEN - aecpc->bufSizeStart;
      if (overhead_elements == 0) {
        // Enable the AEC
        aecpc->startup_phase = 0;
      } else if (overhead_elements > 0) {
        // TODO(bjornv): Do we need a check on how much we actually
        // moved the read pointer? It should always be possible to move
        // the pointer |overhead_elements| since we have only added data
        // to the buffer and no delay compensation nor AEC processing
        // has been done.
        WebRtcAec_MoveFarReadPtr(aecpc->aec, overhead_elements);

        // Enable the AEC
        aecpc->startup_phase = 0;
      }
    }
  } else {
    // AEC is enabled.
    if (WebRtcAec_reported_delay_enabled(aecpc->aec)) {
      EstBufDelayNormal(aecpc);
    }

    // Call the AEC.
    // TODO(bjornv): Re-structure such that we don't have to pass
    // |aecpc->knownDelay| as input. Change name to something like
    // |system_buffer_diff|.
    WebRtcAec_ProcessFrames(aecpc->aec,
                            nearend,
                            num_bands,
                            nrOfSamples,
                            aecpc->knownDelay,
                            out);
  }

  return retVal;
}
Example #16
0
WebRtc_Word16 WebRtcNetEQ_PeakDetection(WebRtc_Word16 *pw16_data, WebRtc_Word16 w16_dataLen,
                                        WebRtc_Word16 w16_nmbPeaks, WebRtc_Word16 fs_mult,
                                        WebRtc_Word16 *pw16_winIndex,
                                        WebRtc_Word16 *pw16_winValue)
{
    /* Local variables */
    int i;
    WebRtc_Word16 w16_tmp;
    WebRtc_Word16 w16_tmp2;
    WebRtc_Word16 indMin = 0;
    WebRtc_Word16 indMax = 0;

    /* Peak detection */

    for (i = 0; i <= (w16_nmbPeaks - 1); i++)
    {
        if (w16_nmbPeaks == 1)
        {
            /*
             * Single peak
             * The parabola fit assumes that an extra point is available; worst case it gets
             * a zero on the high end of the signal.
             */
            w16_dataLen++;
        }

        pw16_winIndex[i] = WebRtcSpl_MaxIndexW16(pw16_data, (WebRtc_Word16) (w16_dataLen - 1));

        if (i != w16_nmbPeaks - 1)
        {
            w16_tmp = pw16_winIndex[i] - 2; /* *fs_mult; */
            indMin = WEBRTC_SPL_MAX(0, w16_tmp);
            w16_tmp = pw16_winIndex[i] + 2; /* *fs_mult; */
            w16_tmp2 = w16_dataLen - 1;
            indMax = WEBRTC_SPL_MIN(w16_tmp2, w16_tmp);
        }

        if ((pw16_winIndex[i] != 0) && (pw16_winIndex[i] != (w16_dataLen - 2)))
        {
            /* Parabola fit*/
            WebRtcNetEQ_PrblFit(&(pw16_data[pw16_winIndex[i] - 1]), &(pw16_winIndex[i]),
                &(pw16_winValue[i]), fs_mult);
        }
        else
        {
            if (pw16_winIndex[i] == (w16_dataLen - 2))
            {
                if (pw16_data[pw16_winIndex[i]] > pw16_data[pw16_winIndex[i] + 1])
                {
                    WebRtcNetEQ_PrblFit(&(pw16_data[pw16_winIndex[i] - 1]),
                        &(pw16_winIndex[i]), &(pw16_winValue[i]), fs_mult);
                }
                else if (pw16_data[pw16_winIndex[i]] <= pw16_data[pw16_winIndex[i] + 1])
                {
                    pw16_winValue[i] = (pw16_data[pw16_winIndex[i]]
                        + pw16_data[pw16_winIndex[i] + 1]) >> 1; /* lin approx */
                    pw16_winIndex[i] = (pw16_winIndex[i] * 2 + 1) * fs_mult;
                }
            }
            else
            {
                pw16_winValue[i] = pw16_data[pw16_winIndex[i]];
                pw16_winIndex[i] = pw16_winIndex[i] * 2 * fs_mult;
            }
        }