12bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian/***********************************************************************
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262bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian***********************************************************************/
272bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
282bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#ifdef HAVE_CONFIG_H
292bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#include "config.h"
302bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#endif
312bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
322bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#include "define.h"
332bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#include "main_FLP.h"
342bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian#include "tuning_parameters.h"
352bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
362bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian/* LPC analysis */
372bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanianvoid silk_find_LPC_FLP(
382bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_encoder_state              *psEncC,                            /* I/O  Encoder state                               */
392bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    opus_int16                      NLSF_Q15[],                         /* O    NLSFs                                       */
402bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    const silk_float                x[],                                /* I    Input signal                                */
412bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    const silk_float                minInvGain                          /* I    Inverse of max prediction gain              */
422bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian)
432bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian{
442bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    opus_int    k, subfr_length;
452bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_float  a[ MAX_LPC_ORDER ];
462bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
472bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    /* Used only for NLSF interpolation */
482bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_float  res_nrg, res_nrg_2nd, res_nrg_interp;
492bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    opus_int16  NLSF0_Q15[ MAX_LPC_ORDER ];
502bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_float  a_tmp[ MAX_LPC_ORDER ];
512bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_float  LPC_res[ MAX_FRAME_LENGTH + MAX_NB_SUBFR * MAX_LPC_ORDER ];
522bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
532bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    subfr_length = psEncC->subfr_length + psEncC->predictLPCOrder;
542bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
552bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    /* Default: No interpolation */
562bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    psEncC->indices.NLSFInterpCoef_Q2 = 4;
572bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
582bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    /* Burg AR analysis for the full frame */
592bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    res_nrg = silk_burg_modified_FLP( a, x, minInvGain, subfr_length, psEncC->nb_subfr, psEncC->predictLPCOrder );
602bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
612bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    if( psEncC->useInterpolatedNLSFs && !psEncC->first_frame_after_reset && psEncC->nb_subfr == MAX_NB_SUBFR ) {
622bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        /* Optimal solution for last 10 ms; subtract residual energy here, as that's easier than        */
632bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        /* adding it to the residual energy of the first 10 ms in each iteration of the search below    */
642bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        res_nrg -= silk_burg_modified_FLP( a_tmp, x + ( MAX_NB_SUBFR / 2 ) * subfr_length, minInvGain, subfr_length, MAX_NB_SUBFR / 2, psEncC->predictLPCOrder );
652bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
662bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        /* Convert to NLSFs */
672bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        silk_A2NLSF_FLP( NLSF_Q15, a_tmp, psEncC->predictLPCOrder );
682bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
692bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        /* Search over interpolation indices to find the one with lowest residual energy */
702bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        res_nrg_2nd = silk_float_MAX;
712bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        for( k = 3; k >= 0; k-- ) {
722bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            /* Interpolate NLSFs for first half */
732bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            silk_interpolate( NLSF0_Q15, psEncC->prev_NLSFq_Q15, NLSF_Q15, k, psEncC->predictLPCOrder );
742bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
752bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            /* Convert to LPC for residual energy evaluation */
762bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            silk_NLSF2A_FLP( a_tmp, NLSF0_Q15, psEncC->predictLPCOrder );
772bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
782bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            /* Calculate residual energy with LSF interpolation */
792bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            silk_LPC_analysis_filter_FLP( LPC_res, a_tmp, x, 2 * subfr_length, psEncC->predictLPCOrder );
802bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            res_nrg_interp = (silk_float)(
812bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                silk_energy_FLP( LPC_res + psEncC->predictLPCOrder,                subfr_length - psEncC->predictLPCOrder ) +
822bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                silk_energy_FLP( LPC_res + psEncC->predictLPCOrder + subfr_length, subfr_length - psEncC->predictLPCOrder ) );
832bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
842bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            /* Determine whether current interpolated NLSFs are best so far */
852bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            if( res_nrg_interp < res_nrg ) {
862bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                /* Interpolation has lower residual energy */
872bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                res_nrg = res_nrg_interp;
882bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                psEncC->indices.NLSFInterpCoef_Q2 = (opus_int8)k;
892bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            } else if( res_nrg_interp > res_nrg_2nd ) {
902bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                /* No reason to continue iterating - residual energies will continue to climb */
912bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian                break;
922bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            }
932bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian            res_nrg_2nd = res_nrg_interp;
942bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        }
952bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    }
962bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
972bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    if( psEncC->indices.NLSFInterpCoef_Q2 == 4 ) {
982bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        /* NLSF interpolation is currently inactive, calculate NLSFs from full frame AR coefficients */
992bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        silk_A2NLSF_FLP( NLSF_Q15, a, psEncC->predictLPCOrder );
1002bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    }
1012bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian
1022bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian    silk_assert( psEncC->indices.NLSFInterpCoef_Q2 == 4 ||
1032bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian        ( psEncC->useInterpolatedNLSFs && !psEncC->first_frame_after_reset && psEncC->nb_subfr == MAX_NB_SUBFR ) );
1042bd8b54017b5320bc0c1df9bf86f4cdc9f8db242Vignesh Venkatasubramanian}
105