Example #1
0
/* Uses SMULL(), available on armv4                                     */ 
SKP_int32 SKP_Silk_schur64(                    /* O:    Returns residual energy                     */
    SKP_int32            rc_Q16[],               /* O:    Reflection coefficients [order] Q16         */
    const SKP_int32      c[],                    /* I:    Correlations [order+1]                      */
    SKP_int32            order                   /* I:    Prediction order                            */
)
{
    SKP_int   k, n;
    SKP_int32 C[ SKP_Silk_MAX_ORDER_LPC + 1 ][ 2 ];
    SKP_int32 Ctmp1_Q30, Ctmp2_Q30, rc_tmp_Q31;

    /* Check for invalid input */
    if( c[ 0 ] <= 0 ) {
        SKP_memset( rc_Q16, 0, order * sizeof( SKP_int32 ) );
        return 0;
    }
    
    for( k = 0; k < order + 1; k++ ) {
        C[ k ][ 0 ] = C[ k ][ 1 ] = c[ k ];
    }

    for( k = 0; k < order; k++ ) {
        /* Get reflection coefficient: divide two Q30 values and get result in Q31 */
        rc_tmp_Q31 = SKP_DIV32_varQ( -C[ k + 1 ][ 0 ], C[ 0 ][ 1 ], 31 );

        /* Save the output */
        rc_Q16[ k ] = SKP_RSHIFT_ROUND( rc_tmp_Q31, 15 );

        /* Update correlations */
        for( n = 0; n < order - k; n++ ) {
            Ctmp1_Q30 = C[ n + k + 1 ][ 0 ];
            Ctmp2_Q30 = C[ n ][ 1 ];
            
            /* Multiply and add the highest int32 */
            C[ n + k + 1 ][ 0 ] = Ctmp1_Q30 + SKP_SMMUL( SKP_LSHIFT( Ctmp2_Q30, 1 ), rc_tmp_Q31 );
            C[ n ][ 1 ]         = Ctmp2_Q30 + SKP_SMMUL( SKP_LSHIFT( Ctmp1_Q30, 1 ), rc_tmp_Q31 );
        }
    }

    return( C[ 0 ][ 1 ] );
}
/* amplitude of monic warped coefficients by using bandwidth expansion on the true coefficients */
SKP_INLINE void limit_warped_coefs( 
    SKP_int32           *coefs_syn_Q24,
    SKP_int32           *coefs_ana_Q24,
    SKP_int             lambda_Q16,
    SKP_int32           limit_Q24,
    SKP_int             order
) {
    SKP_int   i, iter, ind = 0;
    SKP_int32 tmp, maxabs_Q24, chirp_Q16, gain_syn_Q16, gain_ana_Q16;
    SKP_int32 nom_Q16, den_Q24;

    /* Convert to monic coefficients */
    lambda_Q16 = -lambda_Q16;
    for( i = order - 1; i > 0; i-- ) {
        coefs_syn_Q24[ i - 1 ] = SKP_SMLAWB( coefs_syn_Q24[ i - 1 ], coefs_syn_Q24[ i ], lambda_Q16 );
        coefs_ana_Q24[ i - 1 ] = SKP_SMLAWB( coefs_ana_Q24[ i - 1 ], coefs_ana_Q24[ i ], lambda_Q16 );
    }
    lambda_Q16 = -lambda_Q16;
    nom_Q16  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 16 ), -lambda_Q16,        lambda_Q16 );
    den_Q24  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 24 ), coefs_syn_Q24[ 0 ], lambda_Q16 );
    gain_syn_Q16 = SKP_DIV32_varQ( nom_Q16, den_Q24, 24 );
    den_Q24  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 24 ), coefs_ana_Q24[ 0 ], lambda_Q16 );
    gain_ana_Q16 = SKP_DIV32_varQ( nom_Q16, den_Q24, 24 );
    for( i = 0; i < order; i++ ) {
        coefs_syn_Q24[ i ] = SKP_SMULWW( gain_syn_Q16, coefs_syn_Q24[ i ] );
        coefs_ana_Q24[ i ] = SKP_SMULWW( gain_ana_Q16, coefs_ana_Q24[ i ] );
    }

    for( iter = 0; iter < 10; iter++ ) {
        /* Find maximum absolute value */
        maxabs_Q24 = -1;
        for( i = 0; i < order; i++ ) {
            tmp = SKP_max( SKP_abs_int32( coefs_syn_Q24[ i ] ), SKP_abs_int32( coefs_ana_Q24[ i ] ) );
            if( tmp > maxabs_Q24 ) {
                maxabs_Q24 = tmp;
                ind = i;
            }
        }
        if( maxabs_Q24 <= limit_Q24 ) {
            /* Coefficients are within range - done */
            return;
        }

        /* Convert back to true warped coefficients */
        for( i = 1; i < order; i++ ) {
            coefs_syn_Q24[ i - 1 ] = SKP_SMLAWB( coefs_syn_Q24[ i - 1 ], coefs_syn_Q24[ i ], lambda_Q16 );
            coefs_ana_Q24[ i - 1 ] = SKP_SMLAWB( coefs_ana_Q24[ i - 1 ], coefs_ana_Q24[ i ], lambda_Q16 );
        }
        gain_syn_Q16 = SKP_INVERSE32_varQ( gain_syn_Q16, 32 );
        gain_ana_Q16 = SKP_INVERSE32_varQ( gain_ana_Q16, 32 );
        for( i = 0; i < order; i++ ) {
            coefs_syn_Q24[ i ] = SKP_SMULWW( gain_syn_Q16, coefs_syn_Q24[ i ] );
            coefs_ana_Q24[ i ] = SKP_SMULWW( gain_ana_Q16, coefs_ana_Q24[ i ] );
        }

        /* Apply bandwidth expansion */
        chirp_Q16 = SKP_FIX_CONST( 0.99, 16 ) - SKP_DIV32_varQ(
            SKP_SMULWB( maxabs_Q24 - limit_Q24, SKP_SMLABB( SKP_FIX_CONST( 0.8, 10 ), SKP_FIX_CONST( 0.1, 10 ), iter ) ), 
            SKP_MUL( maxabs_Q24, ind + 1 ), 22 );
        SKP_Silk_bwexpander_32( coefs_syn_Q24, order, chirp_Q16 );
        SKP_Silk_bwexpander_32( coefs_ana_Q24, order, chirp_Q16 );

        /* Convert to monic warped coefficients */
        lambda_Q16 = -lambda_Q16;
        for( i = order - 1; i > 0; i-- ) {
            coefs_syn_Q24[ i - 1 ] = SKP_SMLAWB( coefs_syn_Q24[ i - 1 ], coefs_syn_Q24[ i ], lambda_Q16 );
            coefs_ana_Q24[ i - 1 ] = SKP_SMLAWB( coefs_ana_Q24[ i - 1 ], coefs_ana_Q24[ i ], lambda_Q16 );
        }
        lambda_Q16 = -lambda_Q16;
        nom_Q16  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 16 ), -lambda_Q16,        lambda_Q16 );
        den_Q24  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 24 ), coefs_syn_Q24[ 0 ], lambda_Q16 );
        gain_syn_Q16 = SKP_DIV32_varQ( nom_Q16, den_Q24, 24 );
        den_Q24  = SKP_SMLAWB( SKP_FIX_CONST( 1.0, 24 ), coefs_ana_Q24[ 0 ], lambda_Q16 );
        gain_ana_Q16 = SKP_DIV32_varQ( nom_Q16, den_Q24, 24 );
        for( i = 0; i < order; i++ ) {
            coefs_syn_Q24[ i ] = SKP_SMULWW( gain_syn_Q16, coefs_syn_Q24[ i ] );
            coefs_ana_Q24[ i ] = SKP_SMULWW( gain_ana_Q16, coefs_ana_Q24[ i ] );
        }
    }
	SKP_assert( 0 );
}
void SKP_Silk_find_pred_coefs_FIX(
    SKP_Silk_encoder_state_FIX      *psEnc,         /* I/O  encoder state                               */
    SKP_Silk_encoder_control_FIX    *psEncCtrl,     /* I/O  encoder control                             */
    const SKP_int16                 res_pitch[],    /* I    Residual from pitch analysis                */
    const SKP_int16                 x[]             /* I    Speech signal                               */
)
{
    SKP_int         i;
    SKP_int32       WLTP[ MAX_NB_SUBFR * LTP_ORDER * LTP_ORDER ];
    SKP_int32       invGains_Q16[ MAX_NB_SUBFR ], local_gains[ MAX_NB_SUBFR ], Wght_Q15[ MAX_NB_SUBFR ];
    SKP_int16       NLSF_Q15[ MAX_LPC_ORDER ];
    const SKP_int16 *x_ptr;
    SKP_int16       *x_pre_ptr, LPC_in_pre[ MAX_NB_SUBFR * MAX_LPC_ORDER + MAX_FRAME_LENGTH ];
    SKP_int32       tmp, min_gain_Q16;
    SKP_int         LTP_corrs_rshift[ MAX_NB_SUBFR ];

    /* weighting for weighted least squares */
    min_gain_Q16 = SKP_int32_MAX >> 6;
    for( i = 0; i < psEnc->sCmn.nb_subfr; i++ ) {
        min_gain_Q16 = SKP_min( min_gain_Q16, psEncCtrl->Gains_Q16[ i ] );
    }
    for( i = 0; i < psEnc->sCmn.nb_subfr; i++ ) {
        /* Divide to Q16 */
        SKP_assert( psEncCtrl->Gains_Q16[ i ] > 0 );
        /* Invert and normalize gains, and ensure that maximum invGains_Q16 is within range of a 16 bit int */
        invGains_Q16[ i ] = SKP_DIV32_varQ( min_gain_Q16, psEncCtrl->Gains_Q16[ i ], 16 - 2 );

        /* Ensure Wght_Q15 a minimum value 1 */
        invGains_Q16[ i ] = SKP_max( invGains_Q16[ i ], 363 ); 
        
        /* Square the inverted gains */
        SKP_assert( invGains_Q16[ i ] == SKP_SAT16( invGains_Q16[ i ] ) );
        tmp = SKP_SMULWB( invGains_Q16[ i ], invGains_Q16[ i ] );
        Wght_Q15[ i ] = SKP_RSHIFT( tmp, 1 );

        /* Invert the inverted and normalized gains */
        local_gains[ i ] = SKP_DIV32( ( 1 << 16 ), invGains_Q16[ i ] );
    }

    if( psEnc->sCmn.indices.signalType == TYPE_VOICED ) {
        /**********/
        /* VOICED */
        /**********/
        SKP_assert( psEnc->sCmn.ltp_mem_length - psEnc->sCmn.predictLPCOrder >= psEncCtrl->pitchL[ 0 ] + LTP_ORDER / 2 );

        /* LTP analysis */
        SKP_Silk_find_LTP_FIX( psEncCtrl->LTPCoef_Q14, WLTP, &psEncCtrl->LTPredCodGain_Q7, 
            res_pitch, psEncCtrl->pitchL, Wght_Q15, psEnc->sCmn.subfr_length, 
            psEnc->sCmn.nb_subfr, psEnc->sCmn.ltp_mem_length, LTP_corrs_rshift );

        /* Quantize LTP gain parameters */
        SKP_Silk_quant_LTP_gains( psEncCtrl->LTPCoef_Q14, psEnc->sCmn.indices.LTPIndex, &psEnc->sCmn.indices.PERIndex, 
            WLTP, psEnc->sCmn.mu_LTP_Q9, psEnc->sCmn.LTPQuantLowComplexity, psEnc->sCmn.nb_subfr);

        /* Control LTP scaling */
        SKP_Silk_LTP_scale_ctrl_FIX( psEnc, psEncCtrl );

        /* Create LTP residual */
        SKP_Silk_LTP_analysis_filter_FIX( LPC_in_pre, psEnc->x_buf + psEnc->sCmn.ltp_mem_length - psEnc->sCmn.predictLPCOrder, 
            psEncCtrl->LTPCoef_Q14, psEncCtrl->pitchL, invGains_Q16, psEnc->sCmn.subfr_length, psEnc->sCmn.nb_subfr, psEnc->sCmn.predictLPCOrder );

    } else {
        /************/
        /* UNVOICED */
        /************/
        /* Create signal with prepended subframes, scaled by inverse gains */
        x_ptr     = x - psEnc->sCmn.predictLPCOrder;
        x_pre_ptr = LPC_in_pre;
        for( i = 0; i < psEnc->sCmn.nb_subfr; i++ ) {
            SKP_Silk_scale_copy_vector16( x_pre_ptr, x_ptr, invGains_Q16[ i ], 
                psEnc->sCmn.subfr_length + psEnc->sCmn.predictLPCOrder );
            x_pre_ptr += psEnc->sCmn.subfr_length + psEnc->sCmn.predictLPCOrder;
            x_ptr     += psEnc->sCmn.subfr_length;
        }

        SKP_memset( psEncCtrl->LTPCoef_Q14, 0, psEnc->sCmn.nb_subfr * LTP_ORDER * sizeof( SKP_int16 ) );
        psEncCtrl->LTPredCodGain_Q7 = 0;
    }

    /* LPC_in_pre contains the LTP-filtered input for voiced, and the unfiltered input for unvoiced */
    TIC(FIND_LPC)
    SKP_Silk_find_LPC_FIX( NLSF_Q15, &psEnc->sCmn.indices.NLSFInterpCoef_Q2, psEnc->sCmn.prev_NLSFq_Q15, 
        psEnc->sCmn.useInterpolatedNLSFs, psEnc->sCmn.first_frame_after_reset, psEnc->sCmn.predictLPCOrder, 
        LPC_in_pre, psEnc->sCmn.subfr_length + psEnc->sCmn.predictLPCOrder, psEnc->sCmn.nb_subfr );
    TOC(FIND_LPC)

    /* Quantize LSFs */
    TIC(PROCESS_LSFS)
    SKP_Silk_process_NLSFs( &psEnc->sCmn, psEncCtrl->PredCoef_Q12, NLSF_Q15, psEnc->sCmn.prev_NLSFq_Q15 );
    TOC(PROCESS_LSFS)

    /* Calculate residual energy using quantized LPC coefficients */
    SKP_Silk_residual_energy_FIX( psEncCtrl->ResNrg, psEncCtrl->ResNrgQ, LPC_in_pre, psEncCtrl->PredCoef_Q12, local_gains,
        psEnc->sCmn.subfr_length, psEnc->sCmn.nb_subfr, psEnc->sCmn.predictLPCOrder );

    /* Copy to prediction struct for use in next frame for fluctuation reduction */
    SKP_memcpy( psEnc->sCmn.prev_NLSFq_Q15, NLSF_Q15, sizeof( psEnc->sCmn.prev_NLSFq_Q15 ) );
}
/* Find pitch lags */
void SKP_Silk_find_pitch_lags_FIX(
    SKP_Silk_encoder_state_FIX      *psEnc,         /* I/O  encoder state                               */
    SKP_Silk_encoder_control_FIX    *psEncCtrl,     /* I/O  encoder control                             */
    SKP_int16                       res[],          /* O    residual                                    */
    const SKP_int16                 x[]             /* I    Speech signal                               */
)
{
    SKP_Silk_predict_state_FIX *psPredSt = &psEnc->sPred;
    SKP_int   buf_len, i, scale;
    SKP_int32 thrhld_Q15, res_nrg;
    const SKP_int16 *x_buf, *x_buf_ptr;
    SKP_int16 Wsig[      FIND_PITCH_LPC_WIN_MAX ], *Wsig_ptr;
    SKP_int32 auto_corr[ MAX_FIND_PITCH_LPC_ORDER + 1 ];
    SKP_int16 rc_Q15[    MAX_FIND_PITCH_LPC_ORDER ];
    SKP_int32 A_Q24[     MAX_FIND_PITCH_LPC_ORDER ];
    SKP_int32 FiltState[ MAX_FIND_PITCH_LPC_ORDER ];
    SKP_int16 A_Q12[     MAX_FIND_PITCH_LPC_ORDER ];

    /******************************************/
    /* Setup buffer lengths etc based on Fs   */
    /******************************************/
    buf_len = SKP_ADD_LSHIFT( psEnc->sCmn.la_pitch, psEnc->sCmn.frame_length, 1 );

    /* Safty check */
    SKP_assert( buf_len >= psPredSt->pitch_LPC_win_length );

    x_buf = x - psEnc->sCmn.frame_length;

    /*************************************/
    /* Estimate LPC AR coefficients      */
    /*************************************/

    /* Calculate windowed signal */

    /* First LA_LTP samples */
    x_buf_ptr = x_buf + buf_len - psPredSt->pitch_LPC_win_length;
    Wsig_ptr  = Wsig;
    SKP_Silk_apply_sine_window_new( Wsig_ptr, x_buf_ptr, 1, psEnc->sCmn.la_pitch );

    /* Middle un - windowed samples */
    Wsig_ptr  += psEnc->sCmn.la_pitch;
    x_buf_ptr += psEnc->sCmn.la_pitch;
    SKP_memcpy( Wsig_ptr, x_buf_ptr, ( psPredSt->pitch_LPC_win_length - SKP_LSHIFT( psEnc->sCmn.la_pitch, 1 ) ) * sizeof( SKP_int16 ) );

    /* Last LA_LTP samples */
    Wsig_ptr  += psPredSt->pitch_LPC_win_length - SKP_LSHIFT( psEnc->sCmn.la_pitch, 1 );
    x_buf_ptr += psPredSt->pitch_LPC_win_length - SKP_LSHIFT( psEnc->sCmn.la_pitch, 1 );
    SKP_Silk_apply_sine_window_new( Wsig_ptr, x_buf_ptr, 2, psEnc->sCmn.la_pitch );

    /* Calculate autocorrelation sequence */
    SKP_Silk_autocorr( auto_corr, &scale, Wsig, psPredSt->pitch_LPC_win_length, psEnc->sCmn.pitchEstimationLPCOrder + 1 );

    /* Add white noise, as fraction of energy */
    auto_corr[ 0 ] = SKP_SMLAWB( auto_corr[ 0 ], auto_corr[ 0 ], SKP_FIX_CONST( FIND_PITCH_WHITE_NOISE_FRACTION, 16 ) );

    /* Calculate the reflection coefficients using schur */
    res_nrg = SKP_Silk_schur( rc_Q15, auto_corr, psEnc->sCmn.pitchEstimationLPCOrder );

    /* Prediction gain */
    psEncCtrl->predGain_Q16 = SKP_DIV32_varQ( auto_corr[ 0 ], SKP_max_int( res_nrg, 1 ), 16 );

    /* Convert reflection coefficients to prediction coefficients */
    SKP_Silk_k2a( A_Q24, rc_Q15, psEnc->sCmn.pitchEstimationLPCOrder );

    /* Convert From 32 bit Q24 to 16 bit Q12 coefs */
    for( i = 0; i < psEnc->sCmn.pitchEstimationLPCOrder; i++ ) {
        A_Q12[ i ] = ( SKP_int16 )SKP_SAT16( SKP_RSHIFT( A_Q24[ i ], 12 ) );
    }

    /* Do BWE */
    SKP_Silk_bwexpander( A_Q12, psEnc->sCmn.pitchEstimationLPCOrder, SKP_FIX_CONST( FIND_PITCH_BANDWITH_EXPANSION, 16 ) );

    /*****************************************/
    /* LPC analysis filtering                */
    /*****************************************/
    SKP_memset( FiltState, 0, psEnc->sCmn.pitchEstimationLPCOrder * sizeof( SKP_int32 ) ); /* Not really necessary, but Valgrind will complain otherwise */
    SKP_Silk_MA_Prediction( x_buf, A_Q12, FiltState, res, buf_len, psEnc->sCmn.pitchEstimationLPCOrder );
    SKP_memset( res, 0, psEnc->sCmn.pitchEstimationLPCOrder * sizeof( SKP_int16 ) );

    /* Threshold for pitch estimator */
    thrhld_Q15 = SKP_FIX_CONST( 0.45, 15 );
    thrhld_Q15 = SKP_SMLABB( thrhld_Q15, SKP_FIX_CONST( -0.004, 15 ), psEnc->sCmn.pitchEstimationLPCOrder );
    thrhld_Q15 = SKP_SMLABB( thrhld_Q15, SKP_FIX_CONST( -0.1,   7  ), psEnc->speech_activity_Q8 );
    thrhld_Q15 = SKP_SMLABB( thrhld_Q15, SKP_FIX_CONST(  0.15,  15 ), psEnc->sCmn.prev_sigtype );
    thrhld_Q15 = SKP_SMLAWB( thrhld_Q15, SKP_FIX_CONST( -0.1,   16 ), psEncCtrl->input_tilt_Q15 );
    thrhld_Q15 = SKP_SAT16(  thrhld_Q15 );

    /*****************************************/
    /* Call pitch estimator                  */
    /*****************************************/
    psEncCtrl->sCmn.sigtype = SKP_Silk_pitch_analysis_core( res, psEncCtrl->sCmn.pitchL, &psEncCtrl->sCmn.lagIndex,
        &psEncCtrl->sCmn.contourIndex, &psEnc->LTPCorr_Q15, psEnc->sCmn.prevLag, psEnc->sCmn.pitchEstimationThreshold_Q16,
        ( SKP_int16 )thrhld_Q15, psEnc->sCmn.fs_kHz, psEnc->sCmn.pitchEstimationComplexity, SKP_FALSE );
}
void SKP_Silk_noise_shape_analysis_FIX(
    SKP_Silk_encoder_state_FIX      *psEnc,         /* I/O  Encoder state FIX                           */
    SKP_Silk_encoder_control_FIX    *psEncCtrl,     /* I/O  Encoder control FIX                         */
    const SKP_int16                 *pitch_res,     /* I    LPC residual from pitch analysis            */
    const SKP_int16                 *x              /* I    Input signal [ frame_length + la_shape ]    */
)
{
    SKP_Silk_shape_state_FIX *psShapeSt = &psEnc->sShape;
    SKP_int     k, i, nSamples, Qnrg, b_Q14, warping_Q16, scale = 0;
    SKP_int32   SNR_adj_dB_Q7, HarmBoost_Q16, HarmShapeGain_Q16, Tilt_Q16, tmp32;
    SKP_int32   nrg, pre_nrg_Q30, log_energy_Q7, log_energy_prev_Q7, energy_variation_Q7;
    SKP_int32   delta_Q16, BWExp1_Q16, BWExp2_Q16, gain_mult_Q16, gain_add_Q16, strength_Q16, b_Q8;
    SKP_int32   auto_corr[     MAX_SHAPE_LPC_ORDER + 1 ];
    SKP_int32   refl_coef_Q16[ MAX_SHAPE_LPC_ORDER ];
    SKP_int32   AR1_Q24[       MAX_SHAPE_LPC_ORDER ];
    SKP_int32   AR2_Q24[       MAX_SHAPE_LPC_ORDER ];
    SKP_int16   x_windowed[    SHAPE_LPC_WIN_MAX ];
    const SKP_int16 *x_ptr, *pitch_res_ptr;

    SKP_int32   sqrt_nrg[ NB_SUBFR ], Qnrg_vec[ NB_SUBFR ];

    /* Point to start of first LPC analysis block */
    x_ptr = x - psEnc->sCmn.la_shape;

    /****************/
    /* CONTROL SNR  */
    /****************/
    /* Reduce SNR_dB values if recent bitstream has exceeded TargetRate */
    psEncCtrl->current_SNR_dB_Q7 = psEnc->SNR_dB_Q7 - SKP_SMULWB( SKP_LSHIFT( ( SKP_int32 )psEnc->BufferedInChannel_ms, 7 ), 
        SKP_FIX_CONST( 0.05, 16 ) );

    /* Reduce SNR_dB if inband FEC used */
    if( psEnc->speech_activity_Q8 > SKP_FIX_CONST( LBRR_SPEECH_ACTIVITY_THRES, 8 ) ) {
        psEncCtrl->current_SNR_dB_Q7 -= SKP_RSHIFT( psEnc->inBandFEC_SNR_comp_Q8, 1 );
    }

    /****************/
    /* GAIN CONTROL */
    /****************/
    /* Input quality is the average of the quality in the lowest two VAD bands */
    psEncCtrl->input_quality_Q14 = ( SKP_int )SKP_RSHIFT( ( SKP_int32 )psEncCtrl->input_quality_bands_Q15[ 0 ] 
        + psEncCtrl->input_quality_bands_Q15[ 1 ], 2 );

    /* Coding quality level, between 0.0_Q0 and 1.0_Q0, but in Q14 */
    psEncCtrl->coding_quality_Q14 = SKP_RSHIFT( SKP_Silk_sigm_Q15( SKP_RSHIFT_ROUND( psEncCtrl->current_SNR_dB_Q7 - 
        SKP_FIX_CONST( 18.0, 7 ), 4 ) ), 1 );

    /* Reduce coding SNR during low speech activity */
    b_Q8 = SKP_FIX_CONST( 1.0, 8 ) - psEnc->speech_activity_Q8;
    b_Q8 = SKP_SMULWB( SKP_LSHIFT( b_Q8, 8 ), b_Q8 );
    SNR_adj_dB_Q7 = SKP_SMLAWB( psEncCtrl->current_SNR_dB_Q7,
        SKP_SMULBB( SKP_FIX_CONST( -BG_SNR_DECR_dB, 7 ) >> ( 4 + 1 ), b_Q8 ),                                       // Q11
        SKP_SMULWB( SKP_FIX_CONST( 1.0, 14 ) + psEncCtrl->input_quality_Q14, psEncCtrl->coding_quality_Q14 ) );     // Q12

    if( psEncCtrl->sCmn.sigtype == SIG_TYPE_VOICED ) {
        /* Reduce gains for periodic signals */
        SNR_adj_dB_Q7 = SKP_SMLAWB( SNR_adj_dB_Q7, SKP_FIX_CONST( HARM_SNR_INCR_dB, 8 ), psEnc->LTPCorr_Q15 );
    } else { 
        /* For unvoiced signals and low-quality input, adjust the quality slower than SNR_dB setting */
        SNR_adj_dB_Q7 = SKP_SMLAWB( SNR_adj_dB_Q7, 
            SKP_SMLAWB( SKP_FIX_CONST( 6.0, 9 ), -SKP_FIX_CONST( 0.4, 18 ), psEncCtrl->current_SNR_dB_Q7 ),
            SKP_FIX_CONST( 1.0, 14 ) - psEncCtrl->input_quality_Q14 );
    }

    /*************************/
    /* SPARSENESS PROCESSING */
    /*************************/
    /* Set quantizer offset */
    if( psEncCtrl->sCmn.sigtype == SIG_TYPE_VOICED ) {
        /* Initally set to 0; may be overruled in process_gains(..) */
        psEncCtrl->sCmn.QuantOffsetType = 0;
        psEncCtrl->sparseness_Q8 = 0;
    } else {
        /* Sparseness measure, based on relative fluctuations of energy per 2 milliseconds */
        nSamples = SKP_LSHIFT( psEnc->sCmn.fs_kHz, 1 );
        energy_variation_Q7 = 0;
        log_energy_prev_Q7  = 0;
        pitch_res_ptr = pitch_res;
        for( k = 0; k < FRAME_LENGTH_MS / 2; k++ ) {    
            SKP_Silk_sum_sqr_shift( &nrg, &scale, pitch_res_ptr, nSamples );
            nrg += SKP_RSHIFT( nSamples, scale );           // Q(-scale)
            
            log_energy_Q7 = SKP_Silk_lin2log( nrg );
            if( k > 0 ) {
                energy_variation_Q7 += SKP_abs( log_energy_Q7 - log_energy_prev_Q7 );
            }
            log_energy_prev_Q7 = log_energy_Q7;
            pitch_res_ptr += nSamples;
        }

        psEncCtrl->sparseness_Q8 = SKP_RSHIFT( SKP_Silk_sigm_Q15( SKP_SMULWB( energy_variation_Q7 - 
            SKP_FIX_CONST( 5.0, 7 ), SKP_FIX_CONST( 0.1, 16 ) ) ), 7 );

        /* Set quantization offset depending on sparseness measure */
        if( psEncCtrl->sparseness_Q8 > SKP_FIX_CONST( SPARSENESS_THRESHOLD_QNT_OFFSET, 8 ) ) {
            psEncCtrl->sCmn.QuantOffsetType = 0;
        } else {
            psEncCtrl->sCmn.QuantOffsetType = 1;
        }
        
        /* Increase coding SNR for sparse signals */
        SNR_adj_dB_Q7 = SKP_SMLAWB( SNR_adj_dB_Q7, SKP_FIX_CONST( SPARSE_SNR_INCR_dB, 15 ), psEncCtrl->sparseness_Q8 - SKP_FIX_CONST( 0.5, 8 ) );
    }

    /*******************************/
    /* Control bandwidth expansion */
    /*******************************/
    /* More BWE for signals with high prediction gain */
    strength_Q16 = SKP_SMULWB( psEncCtrl->predGain_Q16, SKP_FIX_CONST( FIND_PITCH_WHITE_NOISE_FRACTION, 16 ) );
    BWExp1_Q16 = BWExp2_Q16 = SKP_DIV32_varQ( SKP_FIX_CONST( BANDWIDTH_EXPANSION, 16 ), 
        SKP_SMLAWW( SKP_FIX_CONST( 1.0, 16 ), strength_Q16, strength_Q16 ), 16 );
    delta_Q16  = SKP_SMULWB( SKP_FIX_CONST( 1.0, 16 ) - SKP_SMULBB( 3, psEncCtrl->coding_quality_Q14 ), 
        SKP_FIX_CONST( LOW_RATE_BANDWIDTH_EXPANSION_DELTA, 16 ) );
    BWExp1_Q16 = SKP_SUB32( BWExp1_Q16, delta_Q16 );
    BWExp2_Q16 = SKP_ADD32( BWExp2_Q16, delta_Q16 );
    /* BWExp1 will be applied after BWExp2, so make it relative */
    BWExp1_Q16 = SKP_DIV32_16( SKP_LSHIFT( BWExp1_Q16, 14 ), SKP_RSHIFT( BWExp2_Q16, 2 ) );

    if( psEnc->sCmn.warping_Q16 > 0 ) {
        /* Slightly more warping in analysis will move quantization noise up in frequency, where it's better masked */
        warping_Q16 = SKP_SMLAWB( psEnc->sCmn.warping_Q16, psEncCtrl->coding_quality_Q14, SKP_FIX_CONST( 0.01, 18 ) );
    } else {
        warping_Q16 = 0;
    }

    /********************************************/
    /* Compute noise shaping AR coefs and gains */
    /********************************************/
    for( k = 0; k < NB_SUBFR; k++ ) {
        /* Apply window: sine slope followed by flat part followed by cosine slope */
        SKP_int shift, slope_part, flat_part;
        flat_part = psEnc->sCmn.fs_kHz * 5;
        slope_part = SKP_RSHIFT( psEnc->sCmn.shapeWinLength - flat_part, 1 );

        SKP_Silk_apply_sine_window_new( x_windowed, x_ptr, 1, slope_part );
        shift = slope_part;
        SKP_memcpy( x_windowed + shift, x_ptr + shift, flat_part * sizeof(SKP_int16) );
        shift += flat_part;
        SKP_Silk_apply_sine_window_new( x_windowed + shift, x_ptr + shift, 2, slope_part );
        
        /* Update pointer: next LPC analysis block */
        x_ptr += psEnc->sCmn.subfr_length;

        if( psEnc->sCmn.warping_Q16 > 0 ) {
            /* Calculate warped auto correlation */
            SKP_Silk_warped_autocorrelation_FIX( auto_corr, &scale, x_windowed, warping_Q16, psEnc->sCmn.shapeWinLength, psEnc->sCmn.shapingLPCOrder ); 
        } else {
            /* Calculate regular auto correlation */
            SKP_Silk_autocorr( auto_corr, &scale, x_windowed, psEnc->sCmn.shapeWinLength, psEnc->sCmn.shapingLPCOrder + 1 );
        }

        /* Add white noise, as a fraction of energy */
        auto_corr[0] = SKP_ADD32( auto_corr[0], SKP_max_32( SKP_SMULWB( SKP_RSHIFT( auto_corr[ 0 ], 4 ), 
            SKP_FIX_CONST( SHAPE_WHITE_NOISE_FRACTION, 20 ) ), 1 ) ); 

        /* Calculate the reflection coefficients using schur */
        nrg = SKP_Silk_schur64( refl_coef_Q16, auto_corr, psEnc->sCmn.shapingLPCOrder );
        SKP_assert( nrg >= 0 );

        /* Convert reflection coefficients to prediction coefficients */
        SKP_Silk_k2a_Q16( AR2_Q24, refl_coef_Q16, psEnc->sCmn.shapingLPCOrder );

        Qnrg = -scale;          // range: -12...30
        SKP_assert( Qnrg >= -12 );
        SKP_assert( Qnrg <=  30 );

        /* Make sure that Qnrg is an even number */
        if( Qnrg & 1 ) {
            Qnrg -= 1;
            nrg >>= 1;
        }

        tmp32 = SKP_Silk_SQRT_APPROX( nrg );
        Qnrg >>= 1;             // range: -6...15

        sqrt_nrg[ k ] = tmp32;
        Qnrg_vec[ k ] = Qnrg;

        psEncCtrl->Gains_Q16[ k ] = SKP_LSHIFT_SAT32( tmp32, 16 - Qnrg );

        if( psEnc->sCmn.warping_Q16 > 0 ) {
            /* Adjust gain for warping */
            gain_mult_Q16 = warped_gain( AR2_Q24, warping_Q16, psEnc->sCmn.shapingLPCOrder );
            SKP_assert( psEncCtrl->Gains_Q16[ k ] >= 0 );
            psEncCtrl->Gains_Q16[ k ] = SKP_SMULWW( psEncCtrl->Gains_Q16[ k ], gain_mult_Q16 );
            if( psEncCtrl->Gains_Q16[ k ] < 0 ) {
                psEncCtrl->Gains_Q16[ k ] = SKP_int32_MAX;
            }
        }

        /* Bandwidth expansion for synthesis filter shaping */
        SKP_Silk_bwexpander_32( AR2_Q24, psEnc->sCmn.shapingLPCOrder, BWExp2_Q16 );

        /* Compute noise shaping filter coefficients */
        SKP_memcpy( AR1_Q24, AR2_Q24, psEnc->sCmn.shapingLPCOrder * sizeof( SKP_int32 ) );

        /* Bandwidth expansion for analysis filter shaping */
        SKP_assert( BWExp1_Q16 <= SKP_FIX_CONST( 1.0, 16 ) );
        SKP_Silk_bwexpander_32( AR1_Q24, psEnc->sCmn.shapingLPCOrder, BWExp1_Q16 );

        /* Ratio of prediction gains, in energy domain */
        SKP_Silk_LPC_inverse_pred_gain_Q24( &pre_nrg_Q30, AR2_Q24, psEnc->sCmn.shapingLPCOrder );
        SKP_Silk_LPC_inverse_pred_gain_Q24( &nrg,         AR1_Q24, psEnc->sCmn.shapingLPCOrder );

        //psEncCtrl->GainsPre[ k ] = 1.0f - 0.7f * ( 1.0f - pre_nrg / nrg ) = 0.3f + 0.7f * pre_nrg / nrg;
        pre_nrg_Q30 = SKP_LSHIFT32( SKP_SMULWB( pre_nrg_Q30, SKP_FIX_CONST( 0.7, 15 ) ), 1 );
        psEncCtrl->GainsPre_Q14[ k ] = ( SKP_int ) SKP_FIX_CONST( 0.3, 14 ) + SKP_DIV32_varQ( pre_nrg_Q30, nrg, 14 );

        /* Convert to monic warped prediction coefficients and limit absolute values */
        limit_warped_coefs( AR2_Q24, AR1_Q24, warping_Q16, SKP_FIX_CONST( 3.999, 24 ), psEnc->sCmn.shapingLPCOrder );

        /* Convert from Q24 to Q13 and store in int16 */
        for( i = 0; i < psEnc->sCmn.shapingLPCOrder; i++ ) {
            psEncCtrl->AR1_Q13[ k * MAX_SHAPE_LPC_ORDER + i ] = (SKP_int16)SKP_SAT16( SKP_RSHIFT_ROUND( AR1_Q24[ i ], 11 ) );
            psEncCtrl->AR2_Q13[ k * MAX_SHAPE_LPC_ORDER + i ] = (SKP_int16)SKP_SAT16( SKP_RSHIFT_ROUND( AR2_Q24[ i ], 11 ) );
        }
    }
/* Compute reflection coefficients from input signal */
void SKP_Silk_burg_modified(
    SKP_int32       *res_nrg,           /* O    residual energy                                                 */
    SKP_int         *res_nrg_Q,         /* O    residual energy Q value                                         */
    SKP_int32       A_Q16[],            /* O    prediction coefficients (length order)                          */
    const SKP_int16 x[],                /* I    input signal, length: nb_subfr * ( D + subfr_length )           */
    const SKP_int   subfr_length,       /* I    input signal subframe length (including D preceeding samples)   */
    const SKP_int   nb_subfr,           /* I    number of subframes stacked in x                                */
    const SKP_int32 WhiteNoiseFrac_Q32, /* I    fraction added to zero-lag autocorrelation                      */
    const SKP_int   D                   /* I    order                                                           */
)
{
    SKP_int         k, n, s, lz, rshifts, rshifts_extra;
    SKP_int32       C0, num, nrg, rc_Q31, Atmp_QA, Atmp1, tmp1, tmp2, x1, x2;
    const SKP_int16 *x_ptr;

    SKP_int32       C_first_row[ SKP_Silk_MAX_ORDER_LPC ];
    SKP_int32       C_last_row[  SKP_Silk_MAX_ORDER_LPC ];
    SKP_int32       Af_QA[       SKP_Silk_MAX_ORDER_LPC ];

    SKP_int32       CAf[ SKP_Silk_MAX_ORDER_LPC + 1 ];
    SKP_int32       CAb[ SKP_Silk_MAX_ORDER_LPC + 1 ];

    SKP_assert( subfr_length * nb_subfr <= MAX_FRAME_SIZE );
    SKP_assert( nb_subfr <= MAX_NB_SUBFR );


    /* Compute autocorrelations, added over subframes */
    SKP_Silk_sum_sqr_shift( &C0, &rshifts, x, nb_subfr * subfr_length );
    if( rshifts > MAX_RSHIFTS ) {
        C0 = SKP_LSHIFT32( C0, rshifts - MAX_RSHIFTS );
        SKP_assert( C0 > 0 );
        rshifts = MAX_RSHIFTS;
    } else {
        lz = SKP_Silk_CLZ32( C0 ) - 1;
        rshifts_extra = N_BITS_HEAD_ROOM - lz;
        if( rshifts_extra > 0 ) {
            rshifts_extra = SKP_min( rshifts_extra, MAX_RSHIFTS - rshifts );
            C0 = SKP_RSHIFT32( C0, rshifts_extra );
        } else {
            rshifts_extra = SKP_max( rshifts_extra, MIN_RSHIFTS - rshifts );
            C0 = SKP_LSHIFT32( C0, -rshifts_extra );
        }
        rshifts += rshifts_extra;
    }
    SKP_memset( C_first_row, 0, SKP_Silk_MAX_ORDER_LPC * sizeof( SKP_int32 ) );
    if( rshifts > 0 ) {
        for( s = 0; s < nb_subfr; s++ ) {
            x_ptr = x + s * subfr_length;
            for( n = 1; n < D + 1; n++ ) {
                C_first_row[ n - 1 ] += (SKP_int32)SKP_RSHIFT64( 
                    SKP_Silk_inner_prod16_aligned_64( x_ptr, x_ptr + n, subfr_length - n ), rshifts );
            }
        }
    } else {
        for( s = 0; s < nb_subfr; s++ ) {
            x_ptr = x + s * subfr_length;
            for( n = 1; n < D + 1; n++ ) {
                C_first_row[ n - 1 ] += SKP_LSHIFT32( 
                    SKP_Silk_inner_prod_aligned( x_ptr, x_ptr + n, subfr_length - n ), -rshifts );
            }
        }
    }
    SKP_memcpy( C_last_row, C_first_row, SKP_Silk_MAX_ORDER_LPC * sizeof( SKP_int32 ) );
    
    /* Initialize */
    CAb[ 0 ] = CAf[ 0 ] = C0 + SKP_SMMUL( WhiteNoiseFrac_Q32, C0 ) + 1;         // Q(-rshifts)

    for( n = 0; n < D; n++ ) {
        /* Update first row of correlation matrix (without first element) */
        /* Update last row of correlation matrix (without last element, stored in reversed order) */
        /* Update C * Af */
        /* Update C * flipud(Af) (stored in reversed order) */
        if( rshifts > -2 ) {
            for( s = 0; s < nb_subfr; s++ ) {
                x_ptr = x + s * subfr_length;
                x1  = -SKP_LSHIFT32( (SKP_int32)x_ptr[ n ],                    16 - rshifts );      // Q(16-rshifts)
                x2  = -SKP_LSHIFT32( (SKP_int32)x_ptr[ subfr_length - n - 1 ], 16 - rshifts );      // Q(16-rshifts)
                tmp1 = SKP_LSHIFT32( (SKP_int32)x_ptr[ n ],                    QA - 16 );           // Q(QA-16)
                tmp2 = SKP_LSHIFT32( (SKP_int32)x_ptr[ subfr_length - n - 1 ], QA - 16 );           // Q(QA-16)
                for( k = 0; k < n; k++ ) {
                    C_first_row[ k ] = SKP_SMLAWB( C_first_row[ k ], x1, x_ptr[ n - k - 1 ]            ); // Q( -rshifts )
                    C_last_row[ k ]  = SKP_SMLAWB( C_last_row[ k ],  x2, x_ptr[ subfr_length - n + k ] ); // Q( -rshifts )
                    Atmp_QA = Af_QA[ k ];
                    tmp1 = SKP_SMLAWB( tmp1, Atmp_QA, x_ptr[ n - k - 1 ]            );              // Q(QA-16)
                    tmp2 = SKP_SMLAWB( tmp2, Atmp_QA, x_ptr[ subfr_length - n + k ] );              // Q(QA-16)
                }
                tmp1 = SKP_LSHIFT32( -tmp1, 32 - QA - rshifts );                                    // Q(16-rshifts)
                tmp2 = SKP_LSHIFT32( -tmp2, 32 - QA - rshifts );                                    // Q(16-rshifts)
                for( k = 0; k <= n; k++ ) {
                    CAf[ k ] = SKP_SMLAWB( CAf[ k ], tmp1, x_ptr[ n - k ]                    );     // Q( -rshift )
                    CAb[ k ] = SKP_SMLAWB( CAb[ k ], tmp2, x_ptr[ subfr_length - n + k - 1 ] );     // Q( -rshift )
                }
            }
        } else {
            for( s = 0; s < nb_subfr; s++ ) {
                x_ptr = x + s * subfr_length;
                x1  = -SKP_LSHIFT32( (SKP_int32)x_ptr[ n ],                    -rshifts );          // Q( -rshifts )
                x2  = -SKP_LSHIFT32( (SKP_int32)x_ptr[ subfr_length - n - 1 ], -rshifts );          // Q( -rshifts )
                tmp1 = SKP_LSHIFT32( (SKP_int32)x_ptr[ n ],                    17 );                // Q17
                tmp2 = SKP_LSHIFT32( (SKP_int32)x_ptr[ subfr_length - n - 1 ], 17 );                // Q17
                for( k = 0; k < n; k++ ) {
                    C_first_row[ k ] = SKP_MLA( C_first_row[ k ], x1, x_ptr[ n - k - 1 ]            ); // Q( -rshifts )
                    C_last_row[ k ]  = SKP_MLA( C_last_row[ k ],  x2, x_ptr[ subfr_length - n + k ] ); // Q( -rshifts )
                    Atmp1 = SKP_RSHIFT_ROUND( Af_QA[ k ], QA - 17 );                                // Q17
                    tmp1 = SKP_MLA( tmp1, x_ptr[ n - k - 1 ],            Atmp1 );                   // Q17
                    tmp2 = SKP_MLA( tmp2, x_ptr[ subfr_length - n + k ], Atmp1 );                   // Q17
                }
                tmp1 = -tmp1;                                                                       // Q17
                tmp2 = -tmp2;                                                                       // Q17
                for( k = 0; k <= n; k++ ) {
                    CAf[ k ] = SKP_SMLAWW( CAf[ k ], tmp1, 
                        SKP_LSHIFT32( (SKP_int32)x_ptr[ n - k ], -rshifts - 1 ) );                  // Q( -rshift )
                    CAb[ k ] = SKP_SMLAWW( CAb[ k ], tmp2, 
                        SKP_LSHIFT32( (SKP_int32)x_ptr[ subfr_length - n + k - 1 ], -rshifts - 1 ) );// Q( -rshift )
                }
            }
        }

        /* Calculate nominator and denominator for the next order reflection (parcor) coefficient */
        tmp1 = C_first_row[ n ];                                                            // Q( -rshifts )
        tmp2 = C_last_row[ n ];                                                             // Q( -rshifts )
        num  = 0;                                                                           // Q( -rshifts )
        nrg  = SKP_ADD32( CAb[ 0 ], CAf[ 0 ] );                                             // Q( 1-rshifts )
        for( k = 0; k < n; k++ ) {
            Atmp_QA = Af_QA[ k ];
            lz = SKP_Silk_CLZ32( SKP_abs( Atmp_QA ) ) - 1;
            lz = SKP_min( 32 - QA, lz );
            Atmp1 = SKP_LSHIFT32( Atmp_QA, lz );                                            // Q( QA + lz )

            tmp1 = SKP_ADD_LSHIFT32( tmp1, SKP_SMMUL( C_last_row[  n - k - 1 ], Atmp1 ), 32 - QA - lz );    // Q( -rshifts )
            tmp2 = SKP_ADD_LSHIFT32( tmp2, SKP_SMMUL( C_first_row[ n - k - 1 ], Atmp1 ), 32 - QA - lz );    // Q( -rshifts )
            num  = SKP_ADD_LSHIFT32( num,  SKP_SMMUL( CAb[ n - k ],             Atmp1 ), 32 - QA - lz );    // Q( -rshifts )
            nrg  = SKP_ADD_LSHIFT32( nrg,  SKP_SMMUL( SKP_ADD32( CAb[ k + 1 ], CAf[ k + 1 ] ), 
                                                                                Atmp1 ), 32 - QA - lz );    // Q( 1-rshifts )
        }
        CAf[ n + 1 ] = tmp1;                                                                // Q( -rshifts )
        CAb[ n + 1 ] = tmp2;                                                                // Q( -rshifts )
        num = SKP_ADD32( num, tmp2 );                                                       // Q( -rshifts )
        num = SKP_LSHIFT32( -num, 1 );                                                      // Q( 1-rshifts )

        /* Calculate the next order reflection (parcor) coefficient */
        if( SKP_abs( num ) < nrg ) {
            rc_Q31 = SKP_DIV32_varQ( num, nrg, 31 );
        } else {
            /* Negative energy or ratio too high; set remaining coefficients to zero and exit loop */
            SKP_memset( &Af_QA[ n ], 0, ( D - n ) * sizeof( SKP_int32 ) );
            SKP_assert( 0 );
            break;
        }

        /* Update the AR coefficients */
        for( k = 0; k < (n + 1) >> 1; k++ ) {
            tmp1 = Af_QA[ k ];                                                              // QA
            tmp2 = Af_QA[ n - k - 1 ];                                                      // QA
            Af_QA[ k ]         = SKP_ADD_LSHIFT32( tmp1, SKP_SMMUL( tmp2, rc_Q31 ), 1 );    // QA
            Af_QA[ n - k - 1 ] = SKP_ADD_LSHIFT32( tmp2, SKP_SMMUL( tmp1, rc_Q31 ), 1 );    // QA
        }
        Af_QA[ n ] = SKP_RSHIFT32( rc_Q31, 31 - QA );                                       // QA

        /* Update C * Af and C * Ab */
        for( k = 0; k <= n + 1; k++ ) {
            tmp1 = CAf[ k ];                                                                // Q( -rshifts )
            tmp2 = CAb[ n - k + 1 ];                                                        // Q( -rshifts )
            CAf[ k ]         = SKP_ADD_LSHIFT32( tmp1, SKP_SMMUL( tmp2, rc_Q31 ), 1 );      // Q( -rshifts )
            CAb[ n - k + 1 ] = SKP_ADD_LSHIFT32( tmp2, SKP_SMMUL( tmp1, rc_Q31 ), 1 );      // Q( -rshifts )
        }
    }

    /* Return residual energy */
    nrg  = CAf[ 0 ];                                                                        // Q( -rshifts )
    tmp1 = 1 << 16;                                                                         // Q16
    for( k = 0; k < D; k++ ) {
        Atmp1 = SKP_RSHIFT_ROUND( Af_QA[ k ], QA - 16 );                                    // Q16
        nrg  = SKP_SMLAWW( nrg, CAf[ k + 1 ], Atmp1 );                                      // Q( -rshifts )
        tmp1 = SKP_SMLAWW( tmp1, Atmp1, Atmp1 );                                            // Q16
        A_Q16[ k ] = -Atmp1;
    }
    *res_nrg = SKP_SMLAWW( nrg, SKP_SMMUL( WhiteNoiseFrac_Q32, C0 ), -tmp1 );               // Q( -rshifts )
    *res_nrg_Q = -rshifts;
}
void SKP_Silk_find_pred_coefs_FIX(SKP_Silk_encoder_state_FIX * psEnc,	/* I/O  encoder state                               */
				  SKP_Silk_encoder_control_FIX * psEncCtrl,	/* I/O  encoder control                             */
				  const int16_t res_pitch[]	/* I    Residual from pitch analysis                */
    )
{
	int i;
	int32_t WLTP[NB_SUBFR * LTP_ORDER * LTP_ORDER];
	int32_t invGains_Q16[NB_SUBFR], local_gains_Qx[NB_SUBFR],
	    Wght_Q15[NB_SUBFR];
	int NLSF_Q15[MAX_LPC_ORDER];
	const int16_t *x_ptr;
	int16_t *x_pre_ptr,
	    LPC_in_pre[NB_SUBFR * MAX_LPC_ORDER + MAX_FRAME_LENGTH];

	int32_t tmp, min_gain_Q16;
#if !VARQ
	int LZ;
#endif
	int LTP_corrs_rshift[NB_SUBFR];

	/* weighting for weighted least squares */
	min_gain_Q16 = int32_t_MAX >> 6;
	for (i = 0; i < NB_SUBFR; i++) {
		min_gain_Q16 = SKP_min(min_gain_Q16, psEncCtrl->Gains_Q16[i]);
	}
#if !VARQ
	LZ = SKP_Silk_CLZ32(min_gain_Q16) - 1;
	LZ = SKP_LIMIT(LZ, 0, 16);
	min_gain_Q16 = SKP_RSHIFT(min_gain_Q16, 2);	/* Ensure that maximum invGains_Q16 is within range of a 16 bit int */
#endif
	for (i = 0; i < NB_SUBFR; i++) {
		/* Divide to Q16 */
		assert(psEncCtrl->Gains_Q16[i] > 0);
#if VARQ
		/* Invert and normalize gains, and ensure that maximum invGains_Q16 is within range of a 16 bit int */
		invGains_Q16[i] =
		    SKP_DIV32_varQ(min_gain_Q16, psEncCtrl->Gains_Q16[i],
				   16 - 2);
#else
		invGains_Q16[i] =
		    SKP_DIV32(SKP_LSHIFT(min_gain_Q16, LZ),
			      SKP_RSHIFT(psEncCtrl->Gains_Q16[i], 16 - LZ));
#endif

		/* Ensure Wght_Q15 a minimum value 1 */
		invGains_Q16[i] = SKP_max(invGains_Q16[i], 363);

		/* Square the inverted gains */
		assert(invGains_Q16[i] == SKP_SAT16(invGains_Q16[i]));
		tmp = SKP_SMULWB(invGains_Q16[i], invGains_Q16[i]);
		Wght_Q15[i] = SKP_RSHIFT(tmp, 1);

		/* Invert the inverted and normalized gains */
		local_gains_Qx[i] =
		    SKP_DIV32((1 << (16 + Qx)), invGains_Q16[i]);
	}

	if (psEncCtrl->sCmn.sigtype == SIG_TYPE_VOICED) {
	/**********/
		/* VOICED */
	/**********/
		assert(psEnc->sCmn.frame_length -
			   psEnc->sCmn.predictLPCOrder >=
			   psEncCtrl->sCmn.pitchL[0] + LTP_ORDER / 2);

		/* LTP analysis */
		SKP_Silk_find_LTP_FIX(psEncCtrl->LTPCoef_Q14, WLTP,
				      &psEncCtrl->LTPredCodGain_Q7, res_pitch,
				      res_pitch +
				      SKP_RSHIFT(psEnc->sCmn.frame_length, 1),
				      psEncCtrl->sCmn.pitchL, Wght_Q15,
				      psEnc->sCmn.subfr_length,
				      psEnc->sCmn.frame_length,
				      LTP_corrs_rshift);

		/* Quantize LTP gain parameters */
		SKP_Silk_quant_LTP_gains_FIX(psEncCtrl->LTPCoef_Q14,
					     psEncCtrl->sCmn.LTPIndex,
					     &psEncCtrl->sCmn.PERIndex, WLTP,
					     psEnc->mu_LTP_Q8,
					     psEnc->sCmn.LTPQuantLowComplexity);

		/* Control LTP scaling */
		SKP_Silk_LTP_scale_ctrl_FIX(psEnc, psEncCtrl);

		/* Create LTP residual */
		SKP_Silk_LTP_analysis_filter_FIX(LPC_in_pre,
						 psEnc->x_buf +
						 psEnc->sCmn.frame_length -
						 psEnc->sCmn.predictLPCOrder,
						 psEncCtrl->LTPCoef_Q14,
						 psEncCtrl->sCmn.pitchL,
						 invGains_Q16, 16,
						 psEnc->sCmn.subfr_length,
						 psEnc->sCmn.predictLPCOrder);

	} else {
	/************/
		/* UNVOICED */
	/************/
		/* Create signal with prepended subframes, scaled by inverse gains */
		x_ptr =
		    psEnc->x_buf + psEnc->sCmn.frame_length -
		    psEnc->sCmn.predictLPCOrder;
		x_pre_ptr = LPC_in_pre;
		for (i = 0; i < NB_SUBFR; i++) {
			SKP_Silk_scale_copy_vector16(x_pre_ptr, x_ptr,
						     invGains_Q16[i],
						     psEnc->sCmn.subfr_length +
						     psEnc->sCmn.
						     predictLPCOrder);
			x_pre_ptr +=
			    psEnc->sCmn.subfr_length +
			    psEnc->sCmn.predictLPCOrder;
			x_ptr += psEnc->sCmn.subfr_length;
		}

		SKP_memset(psEncCtrl->LTPCoef_Q14, 0,
			   NB_SUBFR * LTP_ORDER * sizeof(int16_t));
		psEncCtrl->LTPredCodGain_Q7 = 0;
	}

	/* LPC_in_pre contains the LTP-filtered input for voiced, and the unfiltered input for unvoiced */
	TIC(FIND_LPC)
	    SKP_Silk_find_LPC_FIX(NLSF_Q15, &psEncCtrl->sCmn.NLSFInterpCoef_Q2,
				  psEnc->sPred.prev_NLSFq_Q15,
				  psEnc->sCmn.useInterpolatedNLSFs * (1 -
								      psEnc->
								      sCmn.
								      first_frame_after_reset),
				  psEnc->sCmn.predictLPCOrder, LPC_in_pre,
				  psEnc->sCmn.subfr_length +
				  psEnc->sCmn.predictLPCOrder);
	TOC(FIND_LPC)

	    /* Quantize LSFs */
	    TIC(PROCESS_LSFS)
	    SKP_Silk_process_NLSFs_FIX(psEnc, psEncCtrl, NLSF_Q15);
	TOC(PROCESS_LSFS)

	    /* Calculate residual energy using quantized LPC coefficients */
	    SKP_Silk_residual_energy_FIX(psEncCtrl->ResNrg, psEncCtrl->ResNrgQ,
					 LPC_in_pre, (const int16_t(*)[])psEncCtrl->PredCoef_Q12,
					 local_gains_Qx, Qx,
					 psEnc->sCmn.subfr_length,
					 psEnc->sCmn.predictLPCOrder);

	/* Copy to prediction struct for use in next frame for fluctuation reduction */
	SKP_memcpy(psEnc->sPred.prev_NLSFq_Q15, NLSF_Q15,
		   psEnc->sCmn.predictLPCOrder * sizeof(int));

}