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/* audioopmodule - Module to detect peak values in arrays */
#define
PY_SSIZE_T_CLEAN
#include
"Python.h"
#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
static
const
int
maxvals
[]
=
{
0
,
0x7F
,
0x7FFF
,
0x7FFFFF
,
0x7FFFFFFF
};
/* -1 trick is needed on Windows to support -0x80000000 without a warning */
static
const
int
minvals
[]
=
{
0
,
-0x80
,
-0x8000
,
-0x800000
,
-0x7FFFFFFF
-
1
};
static
const
unsigned
int
masks
[]
=
{
0
,
0xFF
,
0xFFFF
,
0xFFFFFF
,
0xFFFFFFFF
};
static
int
fbound
(
double
val
,
double
minval
,
double
maxval
)
{
if
(
val
>
maxval
) {
val
=
maxval
;
}
else
if
(
val
<
minval
+
1.0
) {
val
=
minval
;
}
/* Round towards minus infinity (-inf) */
val
=
floor
(
val
);
/* Cast double to integer: round towards zero */
return
(
int
)
val
;
}
/* 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 an 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
const
int16_t
seg_aend
[
8
]
=
{
0x1F
,
0x3F
,
0x7F
,
0xFF
,
0x1FF
,
0x3FF
,
0x7FF
,
0xFFF
};
static
const
int16_t
seg_uend
[
8
]
=
{
0x3F
,
0x7F
,
0xFF
,
0x1FF
,
0x3FF
,
0x7FF
,
0xFFF
,
0x1FFF
};
static
int16_t
search
(
int16_t
val
,
const
int16_t
*
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
const
int16_t
_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 an 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
char
st_14linear2ulaw
(
int16_t
pcm_val
)
/* 2's complement (14-bit range) */
{
int16_t
mask
;
int16_t
seg
;
unsigned
char
uval
;
/* 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
const
int16_t
_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 a 13-bit signed integer and encodes it as A-law data
* stored in an 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
char
st_linear2alaw
(
int16_t
pcm_val
)
/* 2's complement (13-bit range) */
{
int16_t
mask
;
int16_t
seg
;
unsigned
char
aval
;
/* 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
const
int
indexTable
[
16
]
=
{
-1
,
-1
,
-1
,
-1
,
2
,
4
,
6
,
8
,
-1
,
-1
,
-1
,
-1
,
2
,
4
,
6
,
8
,
};
static
const
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
GETINTX
(
T
,
cp
,
i
) (*(T *)((unsigned char *)(cp) + (i)))
#define
SETINTX
(
T
,
cp
,
i
,
val
) do { \
*(T *)((unsigned char *)(cp) + (i)) = (T)(val); \
} while (0)
#define
GETINT8
(
cp
,
i
) GETINTX(signed char, (cp), (i))
#define
GETINT16
(
cp
,
i
) GETINTX(int16_t, (cp), (i))
#define
GETINT32
(
cp
,
i
) GETINTX(int32_t, (cp), (i))
#if
WORDS_BIGENDIAN
#define
GETINT24
(
cp
,
i
) ( \
((unsigned char *)(cp) + (i))[2] + \
(((unsigned char *)(cp) + (i))[1] << 8) + \
(((signed char *)(cp) + (i))[0] << 16) )
#else
#define
GETINT24
(
cp
,
i
) ( \
((unsigned char *)(cp) + (i))[0] + \
(((unsigned char *)(cp) + (i))[1] << 8) + \
(((signed char *)(cp) + (i))[2] << 16) )
#endif
#define
SETINT8
(
cp
,
i
,
val
) SETINTX(signed char, (cp), (i), (val))
#define
SETINT16
(
cp
,
i
,
val
) SETINTX(int16_t, (cp), (i), (val))
#define
SETINT32
(
cp
,
i
,
val
) SETINTX(int32_t, (cp), (i), (val))
#if
WORDS_BIGENDIAN
#define
SETINT24
(
cp
,
i
,
val
) do { \
((unsigned char *)(cp) + (i))[2] = (int)(val); \
((unsigned char *)(cp) + (i))[1] = (int)(val) >> 8; \
((signed char *)(cp) + (i))[0] = (int)(val) >> 16; \
} while (0)
#else
#define
SETINT24
(
cp
,
i
,
val
) do { \
((unsigned char *)(cp) + (i))[0] = (int)(val); \
((unsigned char *)(cp) + (i))[1] = (int)(val) >> 8; \
((signed char *)(cp) + (i))[2] = (int)(val) >> 16; \
} while (0)
#endif
#define
GETRAWSAMPLE
(
size
,
cp
,
i
) ( \
(size == 1) ? (int)GETINT8((cp), (i)) : \
(size == 2) ? (int)GETINT16((cp), (i)) : \
(size == 3) ? (int)GETINT24((cp), (i)) : \
(int)GETINT32((cp), (i)))
#define
SETRAWSAMPLE
(
size
,
cp
,
i
,
val
) do { \
if (size == 1) \
SETINT8((cp), (i), (val)); \
else if (size == 2) \
SETINT16((cp), (i), (val)); \
else if (size == 3) \
SETINT24((cp), (i), (val)); \
else \
SETINT32((cp), (i), (val)); \
} while(0)
#define
GETSAMPLE32
(
size
,
cp
,
i
) ( \
(size == 1) ? (int)GETINT8((cp), (i)) << 24 : \
(size == 2) ? (int)GETINT16((cp), (i)) << 16 : \
(size == 3) ? (int)GETINT24((cp), (i)) << 8 : \
(int)GETINT32((cp), (i)))
#define
SETSAMPLE32
(
size
,
cp
,
i
,
val
) do { \
if (size == 1) \
SETINT8((cp), (i), (val) >> 24); \
else if (size == 2) \
SETINT16((cp), (i), (val) >> 16); \
else if (size == 3) \
SETINT24((cp), (i), (val) >> 8); \
else \
SETINT32((cp), (i), (val)); \
} while(0)
static
PyModuleDef
audioopmodule
;
typedef
struct
{
PyObject
*
AudioopError
;
}
audioop_state
;
static
inline
audioop_state
*
get_audioop_state
(
PyObject
*
module
)
{
void
*
state
=
PyModule_GetState
(
module
);
assert
(
state
!=
NULL
);
return
(
audioop_state
*
)
state
;
}
static
int
audioop_check_size
(
PyObject
*
module
,
int
size
)
{
if
(
size
<
1
||
size
>
4
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Size should be 1, 2, 3 or 4"
);
return
0
;
}
else
return
1
;
}
static
int
audioop_check_parameters
(
PyObject
*
module
,
Py_ssize_t
len
,
int
size
)
{
if
(!
audioop_check_size
(
module
,
size
))
return
0
;
if
(
len
%
size
!=
0
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"not a whole number of frames"
);
return
0
;
}
return
1
;
}
/*[clinic input]
module audioop
[clinic start generated code]*/
/*[clinic end generated code: output=da39a3ee5e6b4b0d input=8fa8f6611be3591a]*/
/*[clinic input]
audioop.getsample
fragment: Py_buffer
width: int
index: Py_ssize_t
/
Return the value of sample index from the fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_getsample_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
,
Py_ssize_t
index
)
/*[clinic end generated code: output=8fe1b1775134f39a input=88edbe2871393549]*/
{
int
val
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
if
(
index
<
0
||
index
>=
fragment
->
len
/
width
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Index out of range"
);
return
NULL
;
}
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
index
*
width
);
return
PyLong_FromLong
(
val
);
}
/*[clinic input]
audioop.max
fragment: Py_buffer
width: int
/
Return the maximum of the absolute value of all samples in a fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_max_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=e6c5952714f1c3f0 input=32bea5ea0ac8c223]*/
{
Py_ssize_t
i
;
unsigned
int
absval
,
max
=
0
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
) {
int
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
/* Cast to unsigned before negating. Unsigned overflow is well-
defined, but signed overflow is not. */
if
(
val
<
0
)
absval
=
(
unsigned
int
)
-
(
int64_t
)
val
;
else
absval
=
val
;
if
(
absval
>
max
)
max
=
absval
;
}
return
PyLong_FromUnsignedLong
(
max
);
}
/*[clinic input]
audioop.minmax
fragment: Py_buffer
width: int
/
Return the minimum and maximum values of all samples in the sound fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_minmax_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=473fda66b15c836e input=89848e9b927a0696]*/
{
Py_ssize_t
i
;
/* -1 trick below is needed on Windows to support -0x80000000 without
a warning */
int
min
=
0x7fffffff
,
max
=
-0x7FFFFFFF
-
1
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
) {
int
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
if
(
val
>
max
)
max
=
val
;
if
(
val
<
min
)
min
=
val
;
}
return
Py_BuildValue
(
"(ii)"
,
min
,
max
);
}
/*[clinic input]
audioop.avg
fragment: Py_buffer
width: int
/
Return the average over all samples in the fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_avg_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=4410a4c12c3586e6 input=1114493c7611334d]*/
{
Py_ssize_t
i
;
int
avg
;
double
sum
=
0.0
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
)
sum
+=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
if
(
fragment
->
len
==
0
)
avg
=
0
;
else
avg
=
(
int
)
floor
(
sum
/ (
double
)(
fragment
->
len
/
width
));
return
PyLong_FromLong
(
avg
);
}
/*[clinic input]
audioop.rms
fragment: Py_buffer
width: int
/
Return the root-mean-square of the fragment, i.e. sqrt(sum(S_i^2)/n).
[clinic start generated code]*/
static
PyObject
*
audioop_rms_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=1e7871c826445698 input=4cc57c6c94219d78]*/
{
Py_ssize_t
i
;
unsigned
int
res
;
double
sum_squares
=
0.0
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
) {
double
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
sum_squares
+=
val
*
val
;
}
if
(
fragment
->
len
==
0
)
res
=
0
;
else
res
=
(
unsigned
int
)
sqrt
(
sum_squares
/ (
double
)(
fragment
->
len
/
width
));
return
PyLong_FromUnsignedLong
(
res
);
}
static
double
_sum2
(
const
int16_t
*
a
,
const
int16_t
*
b
,
Py_ssize_t
len
)
{
Py_ssize_t
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.
*/
/*[clinic input]
audioop.findfit
fragment: Py_buffer
reference: Py_buffer
/
Try to match reference as well as possible to a portion of fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_findfit_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
Py_buffer
*
reference
)
/*[clinic end generated code: output=5752306d83cbbada input=62c305605e183c9a]*/
{
const
int16_t
*
cp1
,
*
cp2
;
Py_ssize_t
len1
,
len2
;
Py_ssize_t
j
,
best_j
;
double
aj_m1
,
aj_lm1
;
double
sum_ri_2
,
sum_aij_2
,
sum_aij_ri
,
result
,
best_result
,
factor
;
if
(
fragment
->
len
&
1
||
reference
->
len
&
1
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Strings should be even-sized"
);
return
NULL
;
}
cp1
=
(
const
int16_t
*
)
fragment
->
buf
;
len1
=
fragment
->
len
>>
1
;
cp2
=
(
const
int16_t
*
)
reference
->
buf
;
len2
=
reference
->
len
>>
1
;
if
(
len1
<
len2
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"First sample should be longer"
);
return
NULL
;
}
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
;
for
(
j
=
1
;
j
<=
len1
-
len2
;
j
++
) {
aj_m1
=
(
double
)
cp1
[
j
-
1
];
aj_lm1
=
(
double
)
cp1
[
j
+
len2
-
1
];
sum_aij_2
=
sum_aij_2
+
aj_lm1
*
aj_lm1
-
aj_m1
*
aj_m1
;
sum_aij_ri
=
_sum2
(
cp1
+
j
,
cp2
,
len2
);
result
=
(
sum_ri_2
*
sum_aij_2
-
sum_aij_ri
*
sum_aij_ri
)
/
sum_aij_2
;
if
(
result
<
best_result
) {
best_result
=
result
;
best_j
=
j
;
}
}
factor
=
_sum2
(
cp1
+
best_j
,
cp2
,
len2
) /
sum_ri_2
;
return
Py_BuildValue
(
"(nf)"
,
best_j
,
factor
);
}
/*
** findfactor finds a factor f so that the energy in A-fB is minimal.
** See the comment for findfit for details.
*/
/*[clinic input]
audioop.findfactor
fragment: Py_buffer
reference: Py_buffer
/
Return a factor F such that rms(add(fragment, mul(reference, -F))) is minimal.
[clinic start generated code]*/
static
PyObject
*
audioop_findfactor_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
Py_buffer
*
reference
)
/*[clinic end generated code: output=14ea95652c1afcf8 input=816680301d012b21]*/
{
const
int16_t
*
cp1
,
*
cp2
;
Py_ssize_t
len
;
double
sum_ri_2
,
sum_aij_ri
,
result
;
if
(
fragment
->
len
&
1
||
reference
->
len
&
1
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Strings should be even-sized"
);
return
NULL
;
}
if
(
fragment
->
len
!=
reference
->
len
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Samples should be same size"
);
return
NULL
;
}
cp1
=
(
const
int16_t
*
)
fragment
->
buf
;
cp2
=
(
const
int16_t
*
)
reference
->
buf
;
len
=
fragment
->
len
>>
1
;
sum_ri_2
=
_sum2
(
cp2
,
cp2
,
len
);
sum_aij_ri
=
_sum2
(
cp1
,
cp2
,
len
);
result
=
sum_aij_ri
/
sum_ri_2
;
return
PyFloat_FromDouble
(
result
);
}
/*
** findmax returns the index of the n-sized segment of the input sample
** that contains the most energy.
*/
/*[clinic input]
audioop.findmax
fragment: Py_buffer
length: Py_ssize_t
/
Search fragment for a slice of specified number of samples with maximum energy.
[clinic start generated code]*/
static
PyObject
*
audioop_findmax_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
Py_ssize_t
length
)
/*[clinic end generated code: output=f008128233523040 input=2f304801ed42383c]*/
{
const
int16_t
*
cp1
;
Py_ssize_t
len1
;
Py_ssize_t
j
,
best_j
;
double
aj_m1
,
aj_lm1
;
double
result
,
best_result
;
if
(
fragment
->
len
&
1
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Strings should be even-sized"
);
return
NULL
;
}
cp1
=
(
const
int16_t
*
)
fragment
->
buf
;
len1
=
fragment
->
len
>>
1
;
if
(
length
<
0
||
len1
<
length
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"Input sample should be longer"
);
return
NULL
;
}
result
=
_sum2
(
cp1
,
cp1
,
length
);
best_result
=
result
;
best_j
=
0
;
for
(
j
=
1
;
j
<=
len1
-
length
;
j
++
) {
aj_m1
=
(
double
)
cp1
[
j
-
1
];
aj_lm1
=
(
double
)
cp1
[
j
+
length
-
1
];
result
=
result
+
aj_lm1
*
aj_lm1
-
aj_m1
*
aj_m1
;
if
(
result
>
best_result
) {
best_result
=
result
;
best_j
=
j
;
}
}
return
PyLong_FromSsize_t
(
best_j
);
}
/*[clinic input]
audioop.avgpp
fragment: Py_buffer
width: int
/
Return the average peak-peak value over all samples in the fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_avgpp_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=269596b0d5ae0b2b input=0b3cceeae420a7d9]*/
{
Py_ssize_t
i
;
int
prevval
,
prevextremevalid
=
0
,
prevextreme
=
0
;
double
sum
=
0.0
;
unsigned
int
avg
;
int
diff
,
prevdiff
,
nextreme
=
0
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
if
(
fragment
->
len
<=
width
)
return
PyLong_FromLong
(
0
);
prevval
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
0
);
prevdiff
=
17
;
/* Anything != 0, 1 */
for
(
i
=
width
;
i
<
fragment
->
len
;
i
+=
width
) {
int
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
if
(
val
!=
prevval
) {
diff
=
val
<
prevval
;
if
(
prevdiff
==
!
diff
) {
/* Derivative changed sign. Compute difference to last
** extreme value and remember.
*/
if
(
prevextremevalid
) {
if
(
prevval
<
prevextreme
)
sum
+=
(
double
)((
unsigned
int
)
prevextreme
-
(
unsigned
int
)
prevval
);
else
sum
+=
(
double
)((
unsigned
int
)
prevval
-
(
unsigned
int
)
prevextreme
);
nextreme
++
;
}
prevextremevalid
=
1
;
prevextreme
=
prevval
;
}
prevval
=
val
;
prevdiff
=
diff
;
}
}
if
(
nextreme
==
0
)
avg
=
0
;
else
avg
=
(
unsigned
int
)(
sum
/ (
double
)
nextreme
);
return
PyLong_FromUnsignedLong
(
avg
);
}
/*[clinic input]
audioop.maxpp
fragment: Py_buffer
width: int
/
Return the maximum peak-peak value in the sound fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_maxpp_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=5b918ed5dbbdb978 input=671a13e1518f80a1]*/
{
Py_ssize_t
i
;
int
prevval
,
prevextremevalid
=
0
,
prevextreme
=
0
;
unsigned
int
max
=
0
,
extremediff
;
int
diff
,
prevdiff
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
if
(
fragment
->
len
<=
width
)
return
PyLong_FromLong
(
0
);
prevval
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
0
);
prevdiff
=
17
;
/* Anything != 0, 1 */
for
(
i
=
width
;
i
<
fragment
->
len
;
i
+=
width
) {
int
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
if
(
val
!=
prevval
) {
diff
=
val
<
prevval
;
if
(
prevdiff
==
!
diff
) {
/* Derivative changed sign. Compute difference to
** last extreme value and remember.
*/
if
(
prevextremevalid
) {
if
(
prevval
<
prevextreme
)
extremediff
=
(
unsigned
int
)
prevextreme
-
(
unsigned
int
)
prevval
;
else
extremediff
=
(
unsigned
int
)
prevval
-
(
unsigned
int
)
prevextreme
;
if
(
extremediff
>
max
)
max
=
extremediff
;
}
prevextremevalid
=
1
;
prevextreme
=
prevval
;
}
prevval
=
val
;
prevdiff
=
diff
;
}
}
return
PyLong_FromUnsignedLong
(
max
);
}
/*[clinic input]
audioop.cross
fragment: Py_buffer
width: int
/
Return the number of zero crossings in the fragment passed as an argument.
[clinic start generated code]*/
static
PyObject
*
audioop_cross_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
)
/*[clinic end generated code: output=5938dcdd74a1f431 input=b1b3f15b83f6b41a]*/
{
Py_ssize_t
i
;
int
prevval
;
Py_ssize_t
ncross
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
ncross
=
-1
;
prevval
=
17
;
/* Anything <> 0,1 */
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
) {
int
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
)
<
0
;
if
(
val
!=
prevval
)
ncross
++
;
prevval
=
val
;
}
return
PyLong_FromSsize_t
(
ncross
);
}
/*[clinic input]
audioop.mul
fragment: Py_buffer
width: int
factor: double
/
Return a fragment that has all samples in the original fragment multiplied by the floating-point value factor.
[clinic start generated code]*/
static
PyObject
*
audioop_mul_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
,
double
factor
)
/*[clinic end generated code: output=6cd48fe796da0ea4 input=c726667baa157d3c]*/
{
signed
char
*
ncp
;
Py_ssize_t
i
;
double
maxval
,
minval
;
PyObject
*
rv
;
if
(!
audioop_check_parameters
(
module
,
fragment
->
len
,
width
))
return
NULL
;
maxval
=
(
double
)
maxvals
[
width
];
minval
=
(
double
)
minvals
[
width
];
rv
=
PyBytes_FromStringAndSize
(
NULL
,
fragment
->
len
);
if
(
rv
==
NULL
)
return
NULL
;
ncp
=
(
signed
char
*
)
PyBytes_AsString
(
rv
);
for
(
i
=
0
;
i
<
fragment
->
len
;
i
+=
width
) {
double
val
=
GETRAWSAMPLE
(
width
,
fragment
->
buf
,
i
);
int
ival
=
fbound
(
val
*
factor
,
minval
,
maxval
);
SETRAWSAMPLE
(
width
,
ncp
,
i
,
ival
);
}
return
rv
;
}
/*[clinic input]
audioop.tomono
fragment: Py_buffer
width: int
lfactor: double
rfactor: double
/
Convert a stereo fragment to a mono fragment.
[clinic start generated code]*/
static
PyObject
*
audioop_tomono_impl
(
PyObject
*
module
,
Py_buffer
*
fragment
,
int
width
,
double
lfactor
,
double
rfactor
)
/*[clinic end generated code: output=235c8277216d4e4e input=c4ec949b3f4dddfa]*/
{
signed
char
*
cp
,
*
ncp
;
Py_ssize_t
len
,
i
;
double
maxval
,
minval
;
PyObject
*
rv
;
cp
=
fragment
->
buf
;
len
=
fragment
->
len
;
if
(!
audioop_check_parameters
(
module
,
len
,
width
))
return
NULL
;
if
(((
len
/
width
)
&
1
)
!=
0
) {
PyErr_SetString
(
get_audioop_state
(
module
)
->
AudioopError
,
"not a whole number of frames"
);
return
NULL
;
}
maxval
=
(
double
)
maxvals
[
width
];
minval
=
(
double
)
minvals
[
width
];
rv
=
PyBytes_FromStringAndSize
(
NULL
,
len
/
2
);
if
(
rv
==
NULL
)
return
NULL
;
ncp
=
(
signed
char
*
)
PyBytes_AsString
(
rv
);
for
(
i
=
0
;
i
<
len
;
i
+=
width
*
2
) {
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