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 /* audioopmodule - Module to detect peak values in arrays */ #include "Python.h" #if SIZEOF_INT == 4typedef int Py_Int32;typedef unsigned int Py_UInt32;#else#if SIZEOF_LONG == 4typedef long Py_Int32;typedef unsigned long Py_UInt32;#else#error "No 4-byte integral type"#endif#endif typedef short PyInt16; #if defined(__CHAR_UNSIGNED__)#if defined(signed)/* This module currently does not work on systems where only unsigned   characters are available.  Take it out of Setup.  Sorry. */#endif#endif /* Code shamelessly stolen from sox, 12.17.7, g711.c** (c) Craig Reese, Joe Campbell and Jeff Poskanzer 1989 */ /* From g711.c: * * December 30, 1994: * Functions linear2alaw, linear2ulaw have been updated to correctly * convert unquantized 16 bit values. * Tables for direct u- to A-law and A- to u-law conversions have been * corrected. * Borge Lindberg, Center for PersonKommunikation, Aalborg University. * bli@cpk.auc.dk * */#define BIAS 0x84   /* define the add-in bias for 16 bit samples */#define CLIP 32635#define SIGN_BIT        (0x80)          /* Sign bit for a A-law byte. */#define QUANT_MASK      (0xf)           /* Quantization field mask. */#define SEG_SHIFT       (4)             /* Left shift for segment number. */#define SEG_MASK        (0x70)          /* Segment field mask. */ static PyInt16 seg_aend[8] = {0x1F, 0x3F, 0x7F, 0xFF,                              0x1FF, 0x3FF, 0x7FF, 0xFFF};static PyInt16 seg_uend[8] = {0x3F, 0x7F, 0xFF, 0x1FF,                              0x3FF, 0x7FF, 0xFFF, 0x1FFF}; static PyInt16search(PyInt16 val, PyInt16 *table, int size){        int i;         for (i = 0; i < size; i++) {                if (val <= *table++)                        return (i);        }        return (size);}#define st_ulaw2linear16(uc) (_st_ulaw2linear16[uc])#define st_alaw2linear16(uc) (_st_alaw2linear16[uc]) static PyInt16 _st_ulaw2linear16[256] = {    -32124,  -31100,  -30076,  -29052,  -28028,  -27004,  -25980,    -24956,  -23932,  -22908,  -21884,  -20860,  -19836,  -18812,    -17788,  -16764,  -15996,  -15484,  -14972,  -14460,  -13948,    -13436,  -12924,  -12412,  -11900,  -11388,  -10876,  -10364,     -9852,   -9340,   -8828,   -8316,   -7932,   -7676,   -7420,     -7164,   -6908,   -6652,   -6396,   -6140,   -5884,   -5628,     -5372,   -5116,   -4860,   -4604,   -4348,   -4092,   -3900,     -3772,   -3644,   -3516,   -3388,   -3260,   -3132,   -3004,     -2876,   -2748,   -2620,   -2492,   -2364,   -2236,   -2108,     -1980,   -1884,   -1820,   -1756,   -1692,   -1628,   -1564,     -1500,   -1436,   -1372,   -1308,   -1244,   -1180,   -1116,     -1052,    -988,    -924,    -876,    -844,    -812,    -780,      -748,    -716,    -684,    -652,    -620,    -588,    -556,      -524,    -492,    -460,    -428,    -396,    -372,    -356,      -340,    -324,    -308,    -292,    -276,    -260,    -244,      -228,    -212,    -196,    -180,    -164,    -148,    -132,      -120,    -112,    -104,     -96,     -88,     -80,     -72,       -64,     -56,     -48,     -40,     -32,     -24,     -16,        -8,       0,   32124,   31100,   30076,   29052,   28028,     27004,   25980,   24956,   23932,   22908,   21884,   20860,     19836,   18812,   17788,   16764,   15996,   15484,   14972,     14460,   13948,   13436,   12924,   12412,   11900,   11388,     10876,   10364,    9852,    9340,    8828,    8316,    7932,      7676,    7420,    7164,    6908,    6652,    6396,    6140,      5884,    5628,    5372,    5116,    4860,    4604,    4348,      4092,    3900,    3772,    3644,    3516,    3388,    3260,      3132,    3004,    2876,    2748,    2620,    2492,    2364,      2236,    2108,    1980,    1884,    1820,    1756,    1692,      1628,    1564,    1500,    1436,    1372,    1308,    1244,      1180,    1116,    1052,     988,     924,     876,     844,       812,     780,     748,     716,     684,     652,     620,       588,     556,     524,     492,     460,     428,     396,       372,     356,     340,     324,     308,     292,     276,       260,     244,     228,     212,     196,     180,     164,       148,     132,     120,     112,     104,      96,      88,        80,      72,      64,      56,      48,      40,      32,        24,      16,       8,       0}; /* * linear2ulaw() accepts a 14-bit signed integer and encodes it as u-law data * stored in a unsigned char.  This function should only be called with * the data shifted such that it only contains information in the lower * 14-bits. * * In order to simplify the encoding process, the original linear magnitude * is biased by adding 33 which shifts the encoding range from (0 - 8158) to * (33 - 8191). The result can be seen in the following encoding table: * *      Biased Linear Input Code        Compressed Code *      ------------------------        --------------- *      00000001wxyza                   000wxyz *      0000001wxyzab                   001wxyz *      000001wxyzabc                   010wxyz *      00001wxyzabcd                   011wxyz *      0001wxyzabcde                   100wxyz *      001wxyzabcdef                   101wxyz *      01wxyzabcdefg                   110wxyz *      1wxyzabcdefgh                   111wxyz * * Each biased linear code has a leading 1 which identifies the segment * number. The value of the segment number is equal to 7 minus the number * of leading 0's. The quantization interval is directly available as the * four bits wxyz.  * The trailing bits (a - h) are ignored. * * Ordinarily the complement of the resulting code word is used for * transmission, and so the code word is complemented before it is returned. * * For further information see John C. Bellamy's Digital Telephony, 1982, * John Wiley & Sons, pps 98-111 and 472-476. */static unsigned charst_14linear2ulaw(PyInt16 pcm_val)	/* 2's complement (14-bit range) */{        PyInt16         mask;        PyInt16         seg;        unsigned char   uval;         /* The original sox code does this in the calling function, not here */        pcm_val = pcm_val >> 2;         /* u-law inverts all bits */        /* Get the sign and the magnitude of the value. */        if (pcm_val < 0) {                pcm_val = -pcm_val;                mask = 0x7F;        } else {                mask = 0xFF;        }        if ( pcm_val > CLIP ) pcm_val = CLIP;           /* clip the magnitude */        pcm_val += (BIAS >> 2);         /* Convert the scaled magnitude to segment number. */        seg = search(pcm_val, seg_uend, 8);         /*         * Combine the sign, segment, quantization bits;         * and complement the code word.         */        if (seg >= 8)           /* out of range, return maximum value. */                return (unsigned char) (0x7F ^ mask);        else {                uval = (unsigned char) (seg << 4) | ((pcm_val >> (seg + 1)) & 0xF);                return (uval ^ mask);        } } static PyInt16 _st_alaw2linear16[256] = {     -5504,   -5248,   -6016,   -5760,   -4480,   -4224,   -4992,     -4736,   -7552,   -7296,   -8064,   -7808,   -6528,   -6272,     -7040,   -6784,   -2752,   -2624,   -3008,   -2880,   -2240,     -2112,   -2496,   -2368,   -3776,   -3648,   -4032,   -3904,     -3264,   -3136,   -3520,   -3392,  -22016,  -20992,  -24064,    -23040,  -17920,  -16896,  -19968,  -18944,  -30208,  -29184,    -32256,  -31232,  -26112,  -25088,  -28160,  -27136,  -11008,    -10496,  -12032,  -11520,   -8960,   -8448,   -9984,   -9472,    -15104,  -14592,  -16128,  -15616,  -13056,  -12544,  -14080,    -13568,    -344,    -328,    -376,    -360,    -280,    -264,      -312,    -296,    -472,    -456,    -504,    -488,    -408,      -392,    -440,    -424,     -88,     -72,    -120,    -104,       -24,      -8,     -56,     -40,    -216,    -200,    -248,      -232,    -152,    -136,    -184,    -168,   -1376,   -1312,     -1504,   -1440,   -1120,   -1056,   -1248,   -1184,   -1888,     -1824,   -2016,   -1952,   -1632,   -1568,   -1760,   -1696,      -688,    -656,    -752,    -720,    -560,    -528,    -624,      -592,    -944,    -912,   -1008,    -976,    -816,    -784,      -880,    -848,    5504,    5248,    6016,    5760,    4480,      4224,    4992,    4736,    7552,    7296,    8064,    7808,      6528,    6272,    7040,    6784,    2752,    2624,    3008,      2880,    2240,    2112,    2496,    2368,    3776,    3648,      4032,    3904,    3264,    3136,    3520,    3392,   22016,     20992,   24064,   23040,   17920,   16896,   19968,   18944,     30208,   29184,   32256,   31232,   26112,   25088,   28160,     27136,   11008,   10496,   12032,   11520,    8960,    8448,      9984,    9472,   15104,   14592,   16128,   15616,   13056,     12544,   14080,   13568,     344,     328,     376,     360,       280,     264,     312,     296,     472,     456,     504,       488,     408,     392,     440,     424,      88,      72,       120,     104,      24,       8,      56,      40,     216,       200,     248,     232,     152,     136,     184,     168,      1376,    1312,    1504,    1440,    1120,    1056,    1248,      1184,    1888,    1824,    2016,    1952,    1632,    1568,      1760,    1696,     688,     656,     752,     720,     560,       528,     624,     592,     944,     912,    1008,     976,       816,     784,     880,     848}; /* * linear2alaw() accepts an 13-bit signed integer and encodes it as A-law data * stored in a unsigned char.  This function should only be called with * the data shifted such that it only contains information in the lower * 13-bits. * *              Linear Input Code       Compressed Code *      ------------------------        --------------- *      0000000wxyza                    000wxyz *      0000001wxyza                    001wxyz *      000001wxyzab                    010wxyz *      00001wxyzabc                    011wxyz *      0001wxyzabcd                    100wxyz *      001wxyzabcde                    101wxyz *      01wxyzabcdef                    110wxyz *      1wxyzabcdefg                    111wxyz * * For further information see John C. Bellamy's Digital Telephony, 1982, * John Wiley & Sons, pps 98-111 and 472-476. */static unsigned charst_linear2alaw(PyInt16 pcm_val)	/* 2's complement (13-bit range) */{        PyInt16         mask;        short           seg;        unsigned char   aval;         /* The original sox code does this in the calling function, not here */        pcm_val = pcm_val >> 3;         /* A-law using even bit inversion */        if (pcm_val >= 0) {                mask = 0xD5;            /* sign (7th) bit = 1 */        } else {                mask = 0x55;            /* sign bit = 0 */                pcm_val = -pcm_val - 1;        }         /* Convert the scaled magnitude to segment number. */        seg = search(pcm_val, seg_aend, 8);         /* Combine the sign, segment, and quantization bits. */         if (seg >= 8)           /* out of range, return maximum value. */                return (unsigned char) (0x7F ^ mask);        else {                aval = (unsigned char) seg << SEG_SHIFT;                if (seg < 2)                        aval |= (pcm_val >> 1) & QUANT_MASK;                else                        aval |= (pcm_val >> seg) & QUANT_MASK;                return (aval ^ mask);        }}/* End of code taken from sox */ /* Intel ADPCM step variation table */static int indexTable[16] = {        -1, -1, -1, -1, 2, 4, 6, 8,        -1, -1, -1, -1, 2, 4, 6, 8,}; static int stepsizeTable[89] = {        7, 8, 9, 10, 11, 12, 13, 14, 16, 17,        19, 21, 23, 25, 28, 31, 34, 37, 41, 45,        50, 55, 60, 66, 73, 80, 88, 97, 107, 118,        130, 143, 157, 173, 190, 209, 230, 253, 279, 307,        337, 371, 408, 449, 494, 544, 598, 658, 724, 796,        876, 963, 1060, 1166, 1282, 1411, 1552, 1707, 1878, 2066,        2272, 2499, 2749, 3024, 3327, 3660, 4026, 4428, 4871, 5358,        5894, 6484, 7132, 7845, 8630, 9493, 10442, 11487, 12635, 13899,        15289, 16818, 18500, 20350, 22385, 24623, 27086, 29794, 32767};    #define CHARP(cp, i) ((signed char *)(cp+i))#define SHORTP(cp, i) ((short *)(cp+i))#define LONGP(cp, i) ((Py_Int32 *)(cp+i))   static PyObject *AudioopError; static PyObject *audioop_getsample(PyObject *self, PyObject *args){        signed char *cp;        int len, size, val = 0;        int i;         if ( !PyArg_ParseTuple(args, "s#ii:getsample", &cp, &len, &size, &i) )                return 0;        if ( size != 1 && size != 2 && size != 4 ) {                PyErr_SetString(AudioopError, "Size should be 1, 2 or 4");                return 0;        }        if ( i < 0 || i >= len/size ) {                PyErr_SetString(AudioopError, "Index out of range");                return 0;        }        if ( size == 1 )      val = (int)*CHARP(cp, i);        else if ( size == 2 ) val = (int)*SHORTP(cp, i*2);        else if ( size == 4 ) val = (int)*LONGP(cp, i*4);        return PyInt_FromLong(val);} static PyObject *audioop_max(PyObject *self, PyObject *args){        signed char *cp;        int len, size, val = 0;        int i;        int max = 0;         if ( !PyArg_ParseTuple(args, "s#i:max", &cp, &len, &size) )                return 0;        if ( size != 1 && size != 2 && size != 4 ) {                PyErr_SetString(AudioopError, "Size should be 1, 2 or 4");                return 0;        }        for ( i=0; i<len; i+= size) {                if ( size == 1 )      val = (int)*CHARP(cp, i);                else if ( size == 2 ) val = (int)*SHORTP(cp, i);                else if ( size == 4 ) val = (int)*LONGP(cp, i);                if ( val < 0 ) val = (-val);                if ( val > max ) max = val;        }        return PyInt_FromLong(max);} static PyObject *audioop_minmax(PyObject *self, PyObject *args){        signed char *cp;        int len, size, val = 0;        int i;        int min = 0x7fffffff, max = -0x7fffffff;         if (!PyArg_ParseTuple(args, "s#i:minmax", &cp, &len, &size))                return NULL;        if (size != 1 && size != 2 && size != 4) {                PyErr_SetString(AudioopError, "Size should be 1, 2 or 4");                return NULL;        }        for (i = 0; i < len; i += size) {                if (size == 1) val = (int) *CHARP(cp, i);                else if (size == 2) val = (int) *SHORTP(cp, i);                else if (size == 4) val = (int) *LONGP(cp, i);                if (val > max) max = val;                if (val < min) min = val;        }        return Py_BuildValue("(ii)", min, max);} static PyObject *audioop_avg(PyObject *self, PyObject *args){        signed char *cp;        int len, size, val = 0;        int i;        double avg = 0.0;         if ( !PyArg_ParseTuple(args, "s#i:avg", &cp, &len, &size) )                return 0;        if ( size != 1 && size != 2 && size != 4 ) {                PyErr_SetString(AudioopError, "Size should be 1, 2 or 4");                return 0;        }        for ( i=0; i<len; i+= size) {                if ( size == 1 )      val = (int)*CHARP(cp, i);                else if ( size == 2 ) val = (int)*SHORTP(cp, i);                else if ( size == 4 ) val = (int)*LONGP(cp, i);                avg += val;        }        if ( len == 0 )                val = 0;        else                val = (int)(avg / (double)(len/size));        return PyInt_FromLong(val);} static PyObject *audioop_rms(PyObject *self, PyObject *args){        signed char *cp;        int len, size, val = 0;        int i;        double sum_squares = 0.0;         if ( !PyArg_ParseTuple(args, "s#i:rms", &cp, &len, &size) )                return 0;        if ( size != 1 && size != 2 && size != 4 ) {                PyErr_SetString(AudioopError, "Size should be 1, 2 or 4");                return 0;        }        for ( i=0; i<len; i+= size) {                if ( size == 1 )      val = (int)*CHARP(cp, i);                else if ( size == 2 ) val = (int)*SHORTP(cp, i);                else if ( size == 4 ) val = (int)*LONGP(cp, i);                sum_squares += (double)val*(double)val;        }        if ( len == 0 )                val = 0;        else                val = (int)sqrt(sum_squares / (double)(len/size));        return PyInt_FromLong(val);} static double _sum2(short *a, short *b, int len){        int i;        double sum = 0.0;         for( i=0; i<len; i++) {                sum = sum + (double)a[i]*(double)b[i];        }        return sum;} /*** Findfit tries to locate a sample within another sample. Its main use** is in echo-cancellation (to find the feedback of the output signal in** the input signal).** The method used is as follows:**** let R be the reference signal (length n) and A the input signal (length N)** with N > n, and let all sums be over i from 0 to n-1.**** Now, for each j in {0..N-n} we compute a factor fj so that -fj*R matches A** as good as possible, i.e. sum( (A[j+i]+fj*R[i])^2 ) is minimal. This** equation gives fj = sum( A[j+i]R[i] ) / sum(R[i]^2).**** Next, we compute the relative distance between the original signal and** the modified signal and minimize that over j:** vj = sum( (A[j+i]-fj*R[i])^2 ) / sum( A[j+i]^2 )  =>** vj = ( sum(A[j+i]^2)*sum(R[i]^2) - sum(A[j+i]R[i])^2 ) / sum( A[j+i]^2 )**** In the code variables correspond as follows:** cp1          A** cp2          R** len1         N** len2         n** aj_m1        A[j-1]** aj_lm1       A[j+n-1]** sum_ri_2     sum(R[i]^2)** sum_aij_2    sum(A[i+j]^2)** sum_aij_ri   sum(A[i+j]R[i])**** sum_ri is calculated once, sum_aij_2 is updated each step and sum_aij_ri** is completely recalculated each step.*/static PyObject *audioop_findfit(PyObject *self, PyObject *args){        short *cp1, *cp2;        int len1, len2;        int j, best_j;        double aj_m1, aj_lm1;        double sum_ri_2, sum_aij_2, sum_aij_ri, result, best_result, factor;         if ( !PyArg_ParseTuple(args, "s#s#:findfit",	                       &cp1, &len1, &cp2, &len2) )                return 0;        if ( len1 & 1 || len2 & 1 ) {                PyErr_SetString(AudioopError, "Strings should be even-sized");                return 0;        }        len1 >>= 1;        len2 >>= 1;            if ( len1 < len2 ) {                PyErr_SetString(AudioopError, "First sample should be longer");                return 0;        }        sum_ri_2 = _sum2(cp2, cp2, len2);        sum_aij_2 = _sum2(cp1, cp1, len2);        sum_aij_ri = _sum2(cp1, cp2, len2);         result = (sum_ri_2*sum_aij_2 - sum_aij_ri*sum_aij_ri) / sum_aij_2;         best_result = result;        best_j = 0;        j = 0;         for ( j=1; j<=len1-len2; j++) {                aj_m1 = (double)cp1[j-1];

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