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     26 ***********************************************************************/
     27 
     28 #ifdef HAVE_CONFIG_H
     29 #include "config.h"
     30 #endif
     31 
     32 /**********************************************************************
     33  * Correlation Matrix Computations for LS estimate.
     34  **********************************************************************/
     35 
     36 #include "main_FIX.h"
     37 
     38 /* Calculates correlation vector X'*t */
     39 void silk_corrVector_FIX(
     40     const opus_int16                *x,                                     /* I    x vector [L + order - 1] used to form data matrix X                         */
     41     const opus_int16                *t,                                     /* I    Target vector [L]                                                           */
     42     const opus_int                  L,                                      /* I    Length of vectors                                                           */
     43     const opus_int                  order,                                  /* I    Max lag for correlation                                                     */
     44     opus_int32                      *Xt,                                    /* O    Pointer to X'*t correlation vector [order]                                  */
     45     const opus_int                  rshifts                                 /* I    Right shifts of correlations                                                */
     46 )
     47 {
     48     opus_int         lag, i;
     49     const opus_int16 *ptr1, *ptr2;
     50     opus_int32       inner_prod;
     51 
     52     ptr1 = &x[ order - 1 ]; /* Points to first sample of column 0 of X: X[:,0] */
     53     ptr2 = t;
     54     /* Calculate X'*t */
     55     if( rshifts > 0 ) {
     56         /* Right shifting used */
     57         for( lag = 0; lag < order; lag++ ) {
     58             inner_prod = 0;
     59             for( i = 0; i < L; i++ ) {
     60                 inner_prod += silk_RSHIFT32( silk_SMULBB( ptr1[ i ], ptr2[i] ), rshifts );
     61             }
     62             Xt[ lag ] = inner_prod; /* X[:,lag]'*t */
     63             ptr1--; /* Go to next column of X */
     64         }
     65     } else {
     66         silk_assert( rshifts == 0 );
     67         for( lag = 0; lag < order; lag++ ) {
     68             Xt[ lag ] = silk_inner_prod_aligned( ptr1, ptr2, L ); /* X[:,lag]'*t */
     69             ptr1--; /* Go to next column of X */
     70         }
     71     }
     72 }
     73 
     74 /* Calculates correlation matrix X'*X */
     75 void silk_corrMatrix_FIX(
     76     const opus_int16                *x,                                     /* I    x vector [L + order - 1] used to form data matrix X                         */
     77     const opus_int                  L,                                      /* I    Length of vectors                                                           */
     78     const opus_int                  order,                                  /* I    Max lag for correlation                                                     */
     79     const opus_int                  head_room,                              /* I    Desired headroom                                                            */
     80     opus_int32                      *XX,                                    /* O    Pointer to X'*X correlation matrix [ order x order ]                        */
     81     opus_int                        *rshifts                                /* I/O  Right shifts of correlations                                                */
     82 )
     83 {
     84     opus_int         i, j, lag, rshifts_local, head_room_rshifts;
     85     opus_int32       energy;
     86     const opus_int16 *ptr1, *ptr2;
     87 
     88     /* Calculate energy to find shift used to fit in 32 bits */
     89     silk_sum_sqr_shift( &energy, &rshifts_local, x, L + order - 1 );
     90     /* Add shifts to get the desired head room */
     91     head_room_rshifts = silk_max( head_room - silk_CLZ32( energy ), 0 );
     92 
     93     energy = silk_RSHIFT32( energy, head_room_rshifts );
     94     rshifts_local += head_room_rshifts;
     95 
     96     /* Calculate energy of first column (0) of X: X[:,0]'*X[:,0] */
     97     /* Remove contribution of first order - 1 samples */
     98     for( i = 0; i < order - 1; i++ ) {
     99         energy -= silk_RSHIFT32( silk_SMULBB( x[ i ], x[ i ] ), rshifts_local );
    100     }
    101     if( rshifts_local < *rshifts ) {
    102         /* Adjust energy */
    103         energy = silk_RSHIFT32( energy, *rshifts - rshifts_local );
    104         rshifts_local = *rshifts;
    105     }
    106 
    107     /* Calculate energy of remaining columns of X: X[:,j]'*X[:,j] */
    108     /* Fill out the diagonal of the correlation matrix */
    109     matrix_ptr( XX, 0, 0, order ) = energy;
    110     ptr1 = &x[ order - 1 ]; /* First sample of column 0 of X */
    111     for( j = 1; j < order; j++ ) {
    112         energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr1[ L - j ] ), rshifts_local ) );
    113         energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr1[ -j ] ), rshifts_local ) );
    114         matrix_ptr( XX, j, j, order ) = energy;
    115     }
    116 
    117     ptr2 = &x[ order - 2 ]; /* First sample of column 1 of X */
    118     /* Calculate the remaining elements of the correlation matrix */
    119     if( rshifts_local > 0 ) {
    120         /* Right shifting used */
    121         for( lag = 1; lag < order; lag++ ) {
    122             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    123             energy = 0;
    124             for( i = 0; i < L; i++ ) {
    125                 energy += silk_RSHIFT32( silk_SMULBB( ptr1[ i ], ptr2[i] ), rshifts_local );
    126             }
    127             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    128             matrix_ptr( XX, lag, 0, order ) = energy;
    129             matrix_ptr( XX, 0, lag, order ) = energy;
    130             for( j = 1; j < ( order - lag ); j++ ) {
    131                 energy = silk_SUB32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ), rshifts_local ) );
    132                 energy = silk_ADD32( energy, silk_RSHIFT32( silk_SMULBB( ptr1[ -j ], ptr2[ -j ] ), rshifts_local ) );
    133                 matrix_ptr( XX, lag + j, j, order ) = energy;
    134                 matrix_ptr( XX, j, lag + j, order ) = energy;
    135             }
    136             ptr2--; /* Update pointer to first sample of next column (lag) in X */
    137         }
    138     } else {
    139         for( lag = 1; lag < order; lag++ ) {
    140             /* Inner product of column 0 and column lag: X[:,0]'*X[:,lag] */
    141             energy = silk_inner_prod_aligned( ptr1, ptr2, L );
    142             matrix_ptr( XX, lag, 0, order ) = energy;
    143             matrix_ptr( XX, 0, lag, order ) = energy;
    144             /* Calculate remaining off diagonal: X[:,j]'*X[:,j + lag] */
    145             for( j = 1; j < ( order - lag ); j++ ) {
    146                 energy = silk_SUB32( energy, silk_SMULBB( ptr1[ L - j ], ptr2[ L - j ] ) );
    147                 energy = silk_SMLABB( energy, ptr1[ -j ], ptr2[ -j ] );
    148                 matrix_ptr( XX, lag + j, j, order ) = energy;
    149                 matrix_ptr( XX, j, lag + j, order ) = energy;
    150             }
    151             ptr2--;/* Update pointer to first sample of next column (lag) in X */
    152         }
    153     }
    154     *rshifts = rshifts_local;
    155 }
    156 
    157