diff options
| author | Jean-Marc Valin <jmvalin@jmvalin.ca> | 2017-08-14 19:48:27 +0300 |
|---|---|---|
| committer | Jean-Marc Valin <jmvalin@jmvalin.ca> | 2017-08-14 19:48:27 +0300 |
| commit | 4d1e630a8e0f9d7dbf8e6ed6e548cc1a95e32e26 (patch) | |
| tree | 05bcfbe270c778ec3d6666045da7958e73d6912e | |
| parent | 54eeea72a8e92818310955ec07f759ee6879e6df (diff) | |
constraining the weights to +/- 0.5 so they can be quantized with 8 bits
| -rw-r--r-- | src/rnn.h | 14 | ||||
| -rw-r--r-- | src/rnn_data.c | 21908 | ||||
| -rwxr-xr-x | training/dump_rnn.py | 9 | ||||
| -rwxr-xr-x | training/rnn_train.py | 32 |
4 files changed, 10992 insertions, 10971 deletions
@@ -29,7 +29,7 @@ #include "opus_types.h" -#define WEIGHTS_SCALE (1.f/8192) +#define WEIGHTS_SCALE (1.f/256) #define MAX_NEURONS 128 @@ -37,18 +37,20 @@ #define ACTIVATION_SIGMOID 1 #define ACTIVATION_RELU 2 +typedef signed char rnn_weight; + typedef struct { - const opus_int16 *bias; - const opus_int16 *input_weights; + const rnn_weight *bias; + const rnn_weight *input_weights; int nb_inputs; int nb_neurons; int activation; } DenseLayer; typedef struct { - const opus_int16 *bias; - const opus_int16 *input_weights; - const opus_int16 *recurrent_weights; + const rnn_weight *bias; + const rnn_weight *input_weights; + const rnn_weight *recurrent_weights; int nb_inputs; int nb_neurons; int activation; diff --git a/src/rnn_data.c b/src/rnn_data.c index 195c46b..f59e223 100644 --- a/src/rnn_data.c +++ b/src/rnn_data.c @@ -6,139 +6,139 @@ #include "rnn.h" -static const opus_int16 input_dense_weights[1008] = { - -48, 410, 68, 547, -1168, 346, 1493, 25, - 48, 166, 1186, -153, 1068, -99, -672, -2345, - -95, -160, 151, -43, 339, -1760, 199, -73, - -1028, -1189, -1370, 486, 754, -1186, -1081, 1014, - -295, 243, 2005, 822, 1170, -1027, -2581, -1079, - 763, 1346, -1143, 1063, -916, 1435, 129, 1248, - 734, 5163, 164, 923, -540, -655, 1670, 610, - -382, -534, 1100, -338, 1484, -1090, 342, -2073, - -1139, 1325, 1572, 115, -582, -934, -322, -156, - -1979, -2754, 1166, 710, -494, 212, -1035, 65, - -182, -1577, -1503, -670, -781, -778, -1729, 520, - 1186, 1951, -126, -212, 526, 312, 473, -389, - 833, -596, -464, -783, -28, 83, 1096, 265, - 160, 771, -295, -1056, 515, -302, -611, 5, - -1418, 1231, -109, -478, -594, 410, -1022, 729, - -691, -333, -2575, -19, 1838, 1049, -1220, 534, - 223, -2514, -175, -30, 68, 909, -145, 1486, - 425, 851, 228, 1614, 461, -1447, 1765, -673, - -663, 3250, 391, -6721, 1137, -3058, 379, 754, - 1790, -1917, -1877, -302, -4412, 2643, -400, -5006, - -1180, -3192, 220, 586, -151, -2639, -2192, 345, - -47, -1446, -2360, 2233, -918, -2271, -1429, 1890, - 779, -3908, -97, 3263, 618, 886, 1395, 2835, - -1698, -2021, -2134, 156, -23, 656, 5564, -48, - 2353, 2273, 1291, -5867, -1323, -3278, 3937, -1730, - 2656, -1755, -1374, -731, -4665, 3722, 539, -2177, - 1837, -2553, -1483, -606, 3547, 2423, -1586, -948, - 2089, 4283, -3046, 1686, 1783, -4084, -526, 330, - -1154, -3265, -3002, 1316, -1490, 1853, 1554, 502, - -208, -376, 653, 2191, -948, -1583, 1228, -188, - -365, 4956, 4276, -2590, -478, -700, 2924, -3384, - 1428, -925, -3692, 542, -3373, 944, -4632, -401, - 2627, -3232, 806, -117, 1619, 1076, -1217, -3106, - -124, 1021, -324, -1808, -2175, -3563, 36, 2908, - 2303, -629, 2754, 1760, -2079, -2132, -1213, 1055, - -2075, 224, 1433, 4280, 1153, -552, -1052, -1319, - -453, 2713, 3136, -2449, 586, 2199, 1299, -3108, - 1950, 1308, 1299, 1232, -3757, 2331, -1620, -1447, - 2349, -32, 1163, 1809, 1995, -1838, -1922, -1893, - 933, -2141, -1804, -3961, 2283, 779, 1586, 2180, - -324, 2502, -118, -302, -1137, -707, -2214, 1702, - -1240, -382, 500, 4224, -3098, -508, 2972, -2510, - -1573, -189, 1832, -772, -99, 3400, 6708, -5554, - 1086, 225, 2099, 734, -3102, 2946, -8532, -1482, - 3713, -919, 130, 1153, 1398, 1064, -6452, 769, - 1350, 1659, -2159, -4118, -98, 546, 4095, 224, - -962, 553, -1870, 3965, -1988, 1897, -3920, -1957, - 2805, 1120, -588, 1509, -1502, 1733, -1970, 1411, - 4111, 883, -150, -4981, 2338, -1206, 1663, -2973, - -1412, 1254, 3674, 78, 1624, 276, 1260, -5873, - 3144, -3058, -5561, -2489, -1424, -3469, -2848, 712, - -820, -769, -1450, 1683, -5434, 1236, 2595, -607, - 1049, 4962, -1295, -206, -2212, 318, -8711, -3253, - 1430, 1601, 1201, 1608, -1774, 2942, -5235, 105, - 3453, 1296, -3522, -1277, -591, 991, -1874, -3891, - -902, -282, 536, 740, -3506, 1782, 1331, -2783, - 3679, -2171, -2177, 1139, 1658, -301, 2089, -2087, - -2006, 699, 2091, -4444, 3594, -1016, 5196, 3549, - 2752, 692, 2750, 96, -870, -4947, 2842, -3923, - -1916, 1251, 1530, 324, -630, -7194, -2648, -1, - 4092, -3014, 726, -2476, -2600, 3179, 2036, -2280, - 1126, 561, 3499, 179, 321, -392, -260, -1887, - 1845, 403, 1833, -972, 65, -192, 352, -1831, - 1009, -2501, -489, -366, 281, -1871, -2284, -2260, - -56, 342, -4848, -978, -211, -1544, -2100, 1113, - 2325, 3682, -1092, 2903, -2178, -2339, -2285, 420, - -3036, -481, 1173, 92, 708, 3327, 4027, 1472, - -928, -4874, 542, -4697, 231, 769, -1295, -337, - 1022, -9057, -4012, -4966, -2517, 1652, -393, -830, - 2509, 2060, -3596, 1809, -2557, 4359, -1062, 1760, - -3088, -1962, 3409, -76, 1328, -3933, 2173, 876, - -245, 281, -4868, 5119, -4926, -1132, 20, 1980, - -3385, 1432, -2163, -2479, 3697, 3444, 2561, -417, - -2914, -3713, 2167, 143, 4241, -847, 978, -461, - 374, 5596, -1240, -4877, -2457, -1418, 56, -682, - 367, 3742, -2498, 2633, -4569, 963, -9, 3446, - -764, -1443, 642, -3250, -168, -875, 3826, 1110, - -111, -799, -3731, -4321, -1759, 910, 874, -3042, - -1290, -4696, -5805, -3770, 1459, 1044, 2037, -2111, - -476, -1473, 1863, 2372, -2602, -656, -763, -1474, - 460, 3329, -1998, 644, -2468, 2992, 426, 1954, - -4046, 2432, 5098, 2939, -2686, -1980, -3288, 1368, - -918, 748, 1811, -2567, 5731, 150, -124, 271, - -1304, 4135, -1531, -4882, -2551, 426, 258, -2147, - -1735, -226, -36, 1774, -1256, -2919, 2141, -110, - -3211, -1429, 3142, -3779, 2237, -309, 809, -199, - -971, -2062, 1115, 2028, 1263, -2172, -372, 235, - -403, 2611, -626, -865, -588, 4490, 1761, -299, - -2612, -86, -2157, 345, -3702, -1823, 784, 1976, - 2211, -3012, 2589, -2061, -1866, 631, 732, 1017, - -587, 277, -3502, -215, -2304, -1852, -232, 558, - -3402, 531, 260, 1089, 4459, -1214, 647, 2323, - -1610, 3908, -482, -786, 792, 318, 706, 223, - -1943, 3653, -100, 159, -1694, 1936, -2314, -925, - -1325, 490, -2822, -1708, -2023, -500, 1281, 2152, - 1981, 873, -755, 1099, -230, -2752, 453, -163, - 3632, -3965, -2061, -3336, 246, -513, 571, 2074, - 622, -1402, 568, 884, -5426, -345, 1545, 4213, - -2660, -1715, -425, 147, 4126, 1858, -140, 2778, - 2007, 1568, -277, 413, -72, -846, -1978, -940, - -1029, 2140, -5100, -1265, 4102, -253, 1286, 1905, - 2803, 629, 41, 1902, 670, -983, -1573, -1696, - 1801, -1780, -2591, 1005, 1279, -769, -1007, 499, - -5800, -380, -120, -3143, 613, -3043, -941, 2005, - -570, -1739, -2383, -4037, -13, 1351, 1784, 215, - 2359, -690, -2170, -3101, -1982, 27, -3505, -838, - -6453, -1234, -1709, -4238, -2507, -1014, -115, 2739, - -564, -2025, -4424, -3245, 668, 2158, 1503, -150, - 249, 4571, -1550, -5420, 2779, -4019, 442, 2891, - -4451, -449, -3884, -834, -3259, 895, -1105, -79, - 1837, -2221, 344, -2761, -680, 1298, -3313, 150, - -469, -489, -1806, -835, -2648, -1294, 63, 791, - -881, -1293, 86, -659, 4141, 884, -169, 452, - 311, 1297, -977, 125, -3288, -1826, 2203, -2107, - -2096, 192, 1202, 1461, 1635, -2161, -23, 464, - 1018, 1690, 2424, -2237, 1787, -946, -3967, 370, - 447, 3298, 2172, -1189, 243, -1120, 1603, -889, - 2008, 133, 265, -2673, 465, 1113, -828, 2231, - 1629, -1878, -401, 3087, 543, 2399, -521, -545, - 1180, -220, 2850, -1114, 10, 64, 3478, -1277, - -508, 520, -1670, 2699, -619, 421, -2140, -1532, - 2407, -1082, -2973, -1352, -763, 145, -3107, -2173, - -636, -249, 666, 615, -3279, -1223, 113, -523, - 622, -60, 2728, -593, -552, 1556, 472, 276, - 476, -2543, -1360, -2179, 582, 1076, 1206, 1738, - -73, 15, -2403, 560, -1795, 474, 2453, 610 +static const rnn_weight input_dense_weights[1008] = { + -1, 0, 3, -26, 25, -10, 7, -4, + 2, 20, -8, 7, -22, 8, -5, -1, + 59, -31, -5, -64, 29, 3, 11, 5, + -23, 38, -32, 14, 54, 7, 30, 28, + 4, -29, -41, 10, 72, -11, 26, -25, + -5, 66, 6, -36, 28, -4, 6, 1, + -10, 13, 30, -44, 35, -27, 30, -11, + 8, 18, -34, 8, -29, -10, 27, -16, + 60, -13, 24, -4, 5, 79, -11, -16, + -8, 8, -36, 21, 61, 4, 0, 3, + -32, -17, 37, 28, 36, -102, 10, 25, + 12, 38, -2, 74, 26, 6, 36, 0, + 20, 16, 32, -24, 7, -57, -9, 12, + -12, 14, -45, -16, -13, -42, 21, 2, + 4, -23, -18, 20, -9, -38, 18, 4, + 27, 0, -24, 25, -15, 43, 11, 22, + -15, -13, 13, 13, 27, -101, -10, -5, + 54, 55, 50, -58, 25, -20, -19, 50, + 97, 15, 22, 48, 31, -128, -49, 51, + 6, -121, 7, -120, 100, 65, -50, 83, + 84, -124, 17, -31, -44, 87, 19, -25, + 70, 9, 26, 101, 24, 28, 22, -5, + -17, 124, 11, 67, 91, -73, -61, -6, + 7, 127, 58, 75, 83, -128, -96, 99, + 6, -91, -33, -116, 80, 29, -67, -26, + 47, -81, -29, -101, 10, 84, -128, -16, + 66, -112, 14, -128, 27, 78, -39, -83, + 92, -9, 23, 53, 79, -13, 124, -58, + 45, -8, 120, 45, 126, 44, -51, 36, + 100, 71, 38, 15, 30, -12, -121, -52, + 12, -101, -34, -118, 57, 76, -63, -36, + 74, -12, 68, 34, -19, 127, -44, 80, + 37, -25, -124, 108, -77, -26, -23, -127, + 32, 66, 6, 104, 124, -29, -104, 127, + 25, -62, -73, -2, 37, 88, -8, 25, + -3, -34, 99, 16, 12, -34, -13, 46, + -67, -127, -63, -16, 46, 74, 45, 18, + -24, -16, 74, -43, -65, 127, -78, 122, + -72, -1, -19, -125, 43, -48, -40, -126, + 103, 69, 27, 56, 54, 48, -15, -62, + 25, -12, -13, -44, -1, 33, 115, 27, + -55, -124, 50, 83, 20, -89, -97, 67, + -32, -121, -111, -127, 6, 80, -44, -29, + 61, 29, 15, 29, -119, 127, 8, 64, + 68, 58, 4, 13, 30, -114, 0, -127, + 31, 82, -4, -23, 104, 27, 25, 41, + 118, -127, -6, -68, -123, 127, 127, -14, + 11, -70, 87, 118, -25, -2, -96, 98, + 39, -118, -68, -75, 96, 121, 7, -126, + 16, 127, 98, -45, -71, 77, -76, -127, + 16, 127, -22, 103, 110, -120, -68, -125, + 127, 63, -45, 0, 8, -115, 101, 39, + 93, -126, -97, 28, -5, -78, -32, 82, + -49, -127, 127, -35, -40, -23, -119, -15, + -101, -73, -95, -61, 33, 24, 42, -38, + -51, -71, 46, -120, -125, -15, 81, 81, + -127, 18, -50, 42, -47, -128, -51, -99, + 90, 93, -31, 41, 127, -14, -55, 52, + -31, -34, -21, -37, -6, -70, -93, 87, + 127, -128, 106, -126, 90, 50, -62, -95, + 30, -26, -26, -94, 41, -14, -27, -75, + 60, 15, 27, -41, -125, -126, -127, -7, + -128, 127, 45, 127, 97, -112, -80, 6, + -64, 39, -27, 46, 115, 104, 43, 55, + -65, -125, 32, -97, 37, 2, 35, 121, + -2, 15, 47, 124, 63, -4, 19, -22, + 125, -4, -18, -47, -89, 76, 17, -112, + -127, -7, 102, -7, 99, 17, 90, -42, + -15, -77, -37, 22, 59, 95, 39, 60, + -47, 70, 26, 23, -124, -72, 79, 94, + -22, 3, 20, 18, -68, 54, 40, -126, + -14, 97, -95, 126, -5, -127, -11, 0, + 26, -1, 14, -36, -123, 7, 39, -113, + 28, 29, 105, -33, 73, -66, 70, -119, + 6, 8, 16, 111, 56, 65, 17, 12, + 31, 3, -18, 15, -98, -109, 23, -24, + -127, -57, 17, 93, -72, -128, -8, -3, + -46, 108, -30, -53, 14, -47, 7, 15, + 33, 36, 2, -7, 37, -62, -44, 2, + 44, 65, 127, -114, 50, -127, 12, -82, + -18, -13, 60, 89, 37, -69, 82, 63, + 127, -34, 0, 42, -46, -53, 87, -60, + -40, 12, -36, 83, -123, -113, 14, -26, + -66, 77, 55, -105, 0, 4, -47, 32, + 127, 14, 20, -21, -38, 67, 24, 127, + -115, -9, 33, 23, 44, 45, 81, 0, + -8, -52, -22, 32, 25, 89, 38, 5, + -116, 32, -59, 61, -30, -126, 15, -10, + -34, 0, -49, -15, -57, -60, 8, 35, + -90, -15, -17, 26, 16, -116, -14, 45, + -31, 25, 55, -126, -91, 58, 75, -61, + 4, 48, -127, -35, 19, 14, -99, -46, + -49, 101, -10, -44, -21, 29, -7, 17, + 17, -27, -59, 75, 121, -63, 20, -29, + -88, -90, -82, 38, 50, -86, -8, -1, + -45, -63, -11, 61, -13, 44, -7, 17, + -27, 59, 64, -38, -77, -49, -51, -12, + 61, 88, 20, -31, 103, 37, -68, -18, + 54, -42, -19, -75, 33, -99, -3, 16, + -4, -14, -29, 19, 8, 95, -8, -23, + -46, 40, -128, 18, 24, -110, 78, -9, + -21, -126, 61, 83, -44, 69, 59, 40, + -117, -12, 3, 31, -73, 32, 77, -127, + -118, 11, 125, -127, 10, 92, -36, -124, + -128, -48, 126, 36, -86, -30, 126, 58, + 69, -5, 19, 12, -45, -121, -12, -127, + -87, 15, 125, 11, -58, 48, -127, -126, + -118, 40, 49, 0, -103, -68, 119, -83, + 122, 2, -31, 88, -113, -118, -39, -80, + -16, 5, 118, 24, 47, 66, 55, -96, + -126, 47, 29, -35, -33, -49, -21, -30, + -3, 2, -13, 68, 11, -121, 15, 60, + -14, 10, -108, 20, -16, -14, 92, -42, + 5, -18, 89, -15, -15, 52, -14, 57, + 86, 41, -18, 127, 90, -44, -79, 31, + -17, 77, -128, 65, 83, 37, -33, -56, + 63, 22, 108, -1, 4, 2, 64, -52, + 41, -24, 2, 3, -5, -89, -1, 20, + 36, 79, -8, 76, 36, 13, 52, 96, + 33, 68, -86, -11, -67, -47, -56, 80, + 15, 12, 32, 44, -40, -48, -15, 11, + -43, -56, -66, -3, -43, 52, -9, 52, + 36, 10, 14, 43, -29, -29, 7, 33, + 2, -19, -2, -4, 0, -29, 11, 8, + -127, 71, -19, -10, 20, -21, -40, -15, + -38, 15, -15, 72, -8, -5, -9, 7 }; -static const opus_int16 input_dense_bias[24] = { - 1742, -1336, 2958, 1035, 2744, -2838, -5357, -2715, - 1017, -237, -4903, 1285, -1143, 3352, -688, 1722, - -5365, 2260, 1272, 1165, -1698, -2105, -2742, -3280 +static const rnn_weight input_dense_bias[24] = { + -68, -128, 127, 127, 15, 116, -127, 127, + 39, -128, -67, -12, -56, -107, 78, 76, + 109, 127, 125, 127, -127, 4, -48, -128 }; const DenseLayer input_dense = { @@ -147,454 +147,454 @@ const DenseLayer input_dense = { 42, 24, ACTIVATION_TANH }; -static const opus_int16 vad_gru_weights[1728] = { - 2871, 3982, 1112, -1046, 412, 5146, -656, -512, - -1847, -1269, 1466, -783, -3831, -1089, 1285, 3662, - -3727, -3192, 794, -688, 1558, -2425, -222, -31, - -843, 856, 2370, -172, -535, 2329, -1484, -2800, - -1105, 887, 494, -69, 675, -3421, -1693, -1983, - 1287, 194, -738, -729, -595, -1521, -76, 1217, - -746, 685, -30, -2170, 457, 587, 840, -788, - -818, -1665, -389, -818, -1649, -792, -2065, -878, - -1175, -821, 1062, 166, -114, 572, 568, 207, - 2621, -1818, -1213, 218, 1483, 870, 4687, -767, - -401, -3802, 832, 1620, 1578, -437, 3056, 4700, - 3196, -2558, 2416, -853, -207, 3854, 1866, -1324, - -1715, -1359, 616, 502, -4148, 754, -178, -1173, - -1285, 3193, 549, 151, -44, -766, -2469, 746, - 72, -2044, -2417, 1783, -799, -810, -800, 3022, - 3021, 62, -1013, 1206, 515, -1049, 1286, 74, - -1661, -1130, -1032, -192, -1785, -1029, 564, -1503, - -330, 1357, 1203, -460, 381, 144, -1254, 1118, - -2289, 415, 1904, -2555, 281, -241, -1574, 21, - 894, 1765, 785, 1693, 1274, 1649, -24, 2562, - -1565, 1900, -150, 2704, 2102, 1222, -880, -2859, - 2427, -260, 691, 3112, -2025, 2454, -2075, -1271, - -1429, 384, -755, 1096, 1946, 2196, -1897, -606, - 857, -3242, -2647, 2736, -1629, -3750, 2274, -66, - 56, -720, -915, 1675, -262, -929, 1877, 1845, - -1229, -919, -303, -462, 529, 403, 48, -977, - -1542, -538, 1205, 122, 844, 1532, 383, 321, - 1089, -3846, 1093, 1513, -936, 2867, 776, 3460, - 281, -2027, -5533, 512, -1329, 1698, -3526, 2074, - 1189, -368, -786, -496, -130, -1919, 647, -571, - -3149, -3062, 611, -166, -679, 1057, 489, 677, - -2754, 2372, -2052, -1043, 119, -354, 2316, 533, - -1456, -2672, 1266, 1233, 1950, -60, -944, 50, - -1566, -1438, -465, 1231, -157, 1869, -722, -511, - 908, 383, 4211, 1355, -697, -2081, 597, -673, - 978, 1209, -864, 982, -1858, -1778, 1386, -347, - -2588, 5567, 837, 987, 634, -4195, 838, -766, - 914, 2717, 1751, 1385, 255, 1663, 319, -1447, - 1175, -3623, -1607, -2050, -1785, 1961, 1129, -2186, - -1600, -654, 2137, -1264, -546, -2268, 2617, -1467, - -71, -863, 604, 282, -529, 712, 495, 1601, - -492, 3193, -680, -485, 77, 1239, 2172, 51, - -577, 1380, -548, 315, -2306, 367, 355, 408, - -1924, 1343, -1259, -637, 1658, -565, 1109, 2599, - -446, -549, 945, -1227, 842, 164, 148, -633, - 2468, 464, -1856, 2700, -7, 3962, 184, 1160, - -1179, 75, -2079, 1430, 369, -3377, 3151, 915, - -425, -2441, -1831, -4663, -237, 395, 1539, -4265, - 2037, -955, -918, 627, -149, -82, 319, 500, - -288, 539, -4074, -1591, 666, 2602, -863, -800, - 1564, 37, 1432, 600, 957, -1630, -1300, -559, - 2602, -3083, 227, 4, -124, -2029, 1832, 241, - 563, 437, 1096, 2131, -111, 2251, -429, -957, - 872, 1239, 1073, -342, -2005, 1274, 1398, 1395, - 3833, -2532, 720, 124, 2049, 3274, -2032, -933, - 2074, -3771, -2594, 399, 226, 930, 178, -3061, - 2860, -1457, 1661, 1106, -68, -438, -2447, 1902, - -1678, 1879, -83, -677, 946, -1536, -42, 89, - -582, -576, -1321, -2566, -2941, 416, 721, 768, - 594, -2100, 352, 453, 525, -243, -2512, -1960, - 1576, -1772, -1188, 1618, -617, -1296, -434, 1846, - 1548, -393, -295, -1950, -17, 1209, 698, 358, - 1593, -466, 177, -1896, -1540, -1837, -840, -466, - -574, -1954, 121, 588, -2846, 2338, -2832, -1326, - -4739, 1006, 3535, 1673, -148, 186, 775, -1416, - -829, -3159, 305, 327, -3166, -1538, -674, 365, - -735, -1513, -248, 437, 976, -2757, 2928, 2389, - 2358, 213, -2172, 2059, -1644, 1682, 1781, -856, - -1665, 2829, -371, 1678, 1022, 1076, -1435, -380, - -1580, -595, -1025, -772, -242, 766, 174, -1822, - 1597, 1248, 65, -147, 516, 968, -1717, 382, - 2143, 2249, -548, -1558, -374, -1543, 1888, -1328, - -1729, -112, 603, 2944, 2705, 26, 3245, 4986, - 2065, 733, 1245, 3350, -2059, 839, 3380, 37, - -1592, 572, -1056, 1221, -403, 391, 4552, 915, - 74, -925, -2334, 4315, 621, 862, -2181, -627, - -3555, 2309, -2628, -1998, -255, 942, -1194, 369, - 3360, -3856, -548, 2849, -2880, -3344, -1542, 1540, - -670, 279, 278, 955, -2558, 2748, 88, 869, - -1688, 1282, -573, -768, 254, 670, 2896, -639, - -942, 593, -810, -287, 1449, 111, 3010, -1593, - -45, 1251, 1122, -724, 5664, -749, 1787, -971, - -216, -2940, -334, 809, -1181, 1987, 24, -144, - 1328, 2607, 1864, 2533, 932, 2776, -4402, 4305, - 937, 675, -606, 1395, 893, 1476, 1544, 75, - -1705, 2133, -488, 1860, 2100, 532, -1086, -1512, - -2282, 1104, -153, -2657, 1101, -203, 1379, 842, - 1129, -278, -1948, 1136, -864, 1283, 170, 1306, - 53, 796, -607, -78, 3022, -1335, 472, -286, - -1892, -51, 570, 24, 1913, 1247, -976, -1733, - -36, -2484, -1515, -3350, 2264, 1030, -1789, -455, - -2650, -2278, -2289, -2031, -3072, 2557, -3054, -1507, - -2939, -1311, 587, 550, 2459, 1064, -3120, 2604, - -1479, 70, 1975, -1614, 2492, 376, -363, 1755, - 1876, -1447, -2684, 1655, -323, 881, -473, -469, - -1346, -510, -274, -1926, -2542, -551, -2275, 139, - -1740, 721, -571, -232, -1152, -357, 1039, -1181, - -1333, -587, -66, -1320, 523, 989, -2684, -889, - 605, -1074, 2458, -1558, -1170, -551, -2141, -69, - 1724, 2341, -60, 4671, 2422, -1080, 1212, 2152, - -581, 210, -354, -797, -1023, 4185, 485, -5060, - -1895, 1925, -3970, 511, 1798, -3090, 37, 3242, - -1610, -1753, -2390, 885, 2818, 1638, 84, 304, - -4772, 1637, -1245, -121, 1558, 57, 4010, 1019, - 798, -231, 4077, -586, 876, 1957, 425, 644, - -3356, -126, 252, -2270, -2733, -1046, -1526, -1926, - -749, 2528, -2232, -340, 1047, -3695, 917, 913, - -2691, 589, 367, 1919, 682, 1340, 1714, -3280, - 2000, -1050, -77, -336, 1406, 569, 1560, 1360, - -780, 995, -2427, -557, -2207, 3637, -2370, 801, - -610, -1040, 9, -1219, 2360, -1097, -1099, 4717, - -562, 553, 1637, 332, -144, 3304, 1093, -493, - -644, -971, -2654, -771, -779, 1125, 2204, -1376, - 116, 136, 187, 1019, 289, 812, -788, 1951, - -1666, -519, 740, -997, -1303, 73, 1119, 2154, - 2148, 73, 891, 772, -1183, -2027, -174, 858, - 1501, 713, 209, -1266, 1506, -1220, -478, -30, - -636, -2617, 765, 1247, 2157, 1262, -2488, -331, - 2811, 2546, 1432, 2005, -2626, 2444, 5097, -457, - -1583, 906, 1057, 3972, 2105, 1866, 2394, 58, - 1680, 1594, -450, -138, 922, -492, 144, -1817, - -1951, -1206, -1033, 775, -178, -289, -1330, 87, - 1864, -554, 1346, 1707, -614, 505, -1014, -11, - -928, -827, 1951, -1462, -299, -715, -1394, 1370, - -1000, 17, -271, 2111, -2978, -225, 1718, -1363, - -1554, -1045, 3283, -52, 618, 736, -1920, -608, - -1694, -521, 293, 1103, -728, -295, -2534, -2175, - 1281, 493, 1911, 293, 5105, -2829, 1760, -453, - -1695, -27, -563, 1122, 332, 472, 3661, -2269, - -99, 3795, 239, -1509, -3812, 1206, -712, 75, - 824, -2803, 787, -2084, 1207, -1112, -1107, 497, - 198, 2046, 80, -1097, 475, 260, 765, -2479, - -182, 506, 778, -752, -1621, -2784, -385, -483, - 1085, 824, -1930, 159, -771, 406, -954, -290, - 804, 930, 2414, 2311, 635, -1226, -293, 1726, - -2351, 1703, -852, 1817, -1384, 2453, -393, -1115, - 523, -291, 2336, 816, 923, 338, -409, 2428, - -1185, 45, -1632, 1128, 933, 2584, 867, -3234, - -2575, 787, -126, -692, -267, 74, 1539, -2327, - 2233, -1573, -109, 2425, 33, -2006, 2376, 4008, - -2813, 1120, 313, -1448, -462, 283, -809, 1739, - -1708, 2989, 1272, -1067, 2104, 1123, -1494, -86, - 909, 2367, 148, 1001, -284, 1243, -160, 335, - 2642, -672, -2426, 1365, -2157, 184, -1579, 894, - -683, 176, -2737, 1557, 325, -3032, 663, -2692, - -546, -1751, -4108, -1382, -185, -1759, -1595, -839, - -4083, -539, -355, -203, 1434, -1215, -3173, -410, - -1152, -2349, -1737, -980, 1137, -3290, 2578, -143, - 1383, 745, -1348, -1792, 560, -2106, -479, 632, - 198, -1198, -554, -1257, 824, 1999, -1957, 2056, - 3191, 104, -2484, -462, -290, -51, -1594, -1149, - 2108, -830, -1774, -1177, 99, -2091, -1132, 2180, - 532, 129, 256, 1355, 1017, -1867, -624, 2557, - -1072, -3019, -1766, -1362, -603, -3374, 660, -1349, - -2576, -1312, 1768, -1849, 1854, 2110, -1254, -1338, - -3959, -1373, -174, -2166, 3534, -2878, -1160, 1164, - -1855, -1721, -2303, 155, 437, -960, -787, 1334, - 1542, 112, -207, 2003, -1014, 295, 2122, 1844, - -287, 1964, 353, -921, 1355, 2884, 1855, -1631, - -1272, 1453, 2063, 232, -413, 2997, 322, -1429, - -280, 2167, -2344, -297, 1681, -1402, 63, 670, - 1218, -297, 75, 705, 2413, 2564, 839, -2906, - -1091, -804, 2343, -615, 1103, -1089, -329, -2465, - 1193, -1624, 2559, -551, -1467, -1977, 644, 2666, - -1632, -513, 1567, 1756, -3465, 260, 3226, 1777, - -1665, 323, -208, 1921, 2329, 1161, -3410, -2036, - -316, 752, 39, -2054, 449, 3975, -105, -229, - 1868, 669, -959, 1606, -1316, -1695, -392, -116, - -1251, 1243, 188, 467, -1482, -165, -2486, -1573, - 1553, 1380, 383, -1113, 1735, -283, 1542, 423, - -389, -1083, 448, -2239, 1822, 2968, -23, -1633, - 965, -1090, 924, 3517, 920, -961, -1003, 3245, - 445, -1234, 2498, -775, 510, -278, -1221, -2155, - -218, -1761, 60, 1248, 969, -3035, 2504, 786, - -3004, -3837, -2212, 817, -91, -668, 182, 2643, - 1240, 2387, -340, 2560, 146, 305, 3262, -301, - -274, -115, 102, 777, 115, 2969, 1656, -2076, - -367, 2321, 1327, -2421, -651, 2418, -2664, -249, - 840, 1871, 531, -1642, 1529, -2026, 1145, 207, - -516, 1896, 522, 942, -1116, 900, 202, -425, - 1738, 39, 1740, -2507, 1967, 1966, -241, -882, - 2345, -4075, 935, -2824, 479, -3633, 3329, -1452, - -975, -247, -535, 137, 2268, 2428, -2763, 2049, - -956, 388, -4681, 2410, 384, 3783, -64, 341, - -1954, 1447, 2448, -708, 3285, 162, -243, 1088, - 2138, -48, -522, -203, -2179, -331, -2668, 2609, - 2962, -2021, 1356, 761, 65, 402, 228, -335, - -1404, 571, -649, 121, 989, -804, 3006, -150, - 697, -460, -1355, -2243, 808, 731, -122, -1262, - -1938, 5896, 1199, 413, -695, -3695, -824, -1485, - -960, 2099, 182, -396, 778, 1069, 473, -2845, - 728, 1074, -418, -1384, -1212, -2557, 1659, -2828, - -1432, 931, 2163, -344, 524, 92, 277, -3216, - 290, 349, 532, 21, 1253, 925, 2254, 205, - -1561, -484, -816, 429, 63, 1557, 1909, 1248, - 520, -1550, 914, -1225, -263, -2761, -2225, -1611, - 316, -914, 1583, 505, -1492, -1337, -1473, 1211, - 312, -1334, -1115, 182, -34, -1026, -545, -580, - 108, -3492, 2028, 277, -857, 2566, -714, -2093, - -694, -1712, -4031, 435, 3263, 2183, 2174, 2819, - 255, -701, -30, -591, -1450, 784, 396, -1626, - -2813, -351, 839, 1107, 35, -464, 1811, 2114, - 1109, -1462, -3242, -580, 728, -1930, 1687, 2038, - 548, -1874, 897, 1354, -1687, 88, -1237, 900, - 1903, 280, -1535, -1625, 2335, 201, 3077, 682, - 559, 2118, -594, -1065, -1291, 462, -1587, 994, - 2090, -1155, -1098, 1607, 400, -113, 2570, 1077, - 474, 1886, 1469, 2825, -2549, -654, -822, 666, - -3744, -2765, 1218, -986, -53, -2335, -6426, -2768, - -160, -457, -1768, 1215, 79, -1786, -3382, -2668, - -221, 95, 650, -3217, -444, -192, 3048, -131, - 2734, 987, -87, 144, -715, -4146, 1735, 982, - 1304, -425, 1334, -1471, 1949, -343, 1336, -1185, - 2313, -1157, -3276, -13, 2196, -2489, -509, 1430, - -1305, -607, 174, 1089, 1569, -236, -1283, -2690, - 2052, -879, -3633, -2059, 1354, 686, -1215, 456 +static const rnn_weight vad_gru_weights[1728] = { + -49, 18, 50, -71, 60, -21, -6, 11, + 112, -26, 24, 28, -51, 34, 127, 127, + 106, 125, 84, 127, 74, -89, 38, 59, + 35, -62, 26, 34, 29, 51, 46, 6, + -39, -65, 111, 22, 113, -14, -90, -8, + -120, -27, -26, -8, -7, 120, -38, -25, + -8, -91, 31, -76, 28, -56, -32, 79, + -20, 27, 115, 0, 25, 127, 6, -76, + 17, -20, -100, -25, -37, 127, -42, -18, + -127, 83, 93, -115, -43, -37, -99, -127, + -38, -60, 2, -30, -31, -61, -70, -128, + 109, -126, -124, 7, -106, 15, -69, -68, + -24, -14, -126, 20, 34, -128, 13, 85, + -79, -2, -127, -122, -108, 23, -36, 40, + 44, -40, -125, -24, -51, 119, -67, -57, + -16, 76, -26, 45, 126, 10, 101, 28, + -128, -18, 62, -126, -82, -13, -70, 8, + 47, 127, 83, 103, 28, 127, 64, 39, + 35, -24, 88, 126, 80, -102, 127, 40, + -40, -97, 121, 68, 75, 99, -47, -125, + 7, 22, 127, 127, 66, -32, 109, -68, + -124, -9, -27, -62, 126, 79, 59, 61, + 1, -126, 75, 127, 62, -124, -122, 127, + -105, -89, -95, -17, -5, 83, 26, -16, + 21, 11, -70, 1, -76, -61, -20, 39, + 21, -13, -97, 17, 124, -81, 127, 22, + 45, -15, -127, -115, 6, -65, 32, 1, + 117, 10, -34, 18, -89, -20, 32, 80, + -1, 56, 93, 27, -24, 127, 35, 76, + 106, 102, 57, -56, 118, -22, 86, -58, + 122, 5, 5, -44, 76, 20, -31, 69, + 8, 3, 2, -16, 9, 8, -64, 9, + 38, 72, 49, -61, 15, 27, 126, 109, + -4, 58, -25, -48, -19, 21, 11, -56, + 52, 39, -57, -12, -25, -10, 65, 21, + 67, 4, -24, -17, 94, -2, 27, -7, + -16, -14, 127, 4, 64, 77, 45, 43, + 20, 46, -84, 124, -3, -70, -66, 54, + -118, 39, -2, 43, -23, 39, -35, -66, + 30, -42, -69, -3, -81, -43, -52, -22, + -17, 21, 3, 19, -35, -75, -18, -50, + -8, -25, 50, -13, -60, 91, -78, -73, + 4, -47, -9, 23, -34, 8, -58, -1, + 8, 33, -26, 46, -70, -17, 29, 27, + -21, 49, 30, -59, 33, -15, 70, -8, + 21, 57, -128, 32, -40, 22, -108, -50, + 9, -70, 76, -109, 5, 88, 61, 127, + 127, 95, -100, -69, -65, 18, -13, -128, + 66, 122, 5, 90, 34, -56, 9, 9, + 11, 62, 1, -62, 12, 44, 7, -24, + 18, -16, 113, -23, 81, 11, 104, 127, + 52, 42, 39, -29, 65, -12, -75, -35, + 34, 29, 38, 6, -42, -69, 45, -53, + 45, -51, -30, -14, 25, -44, -25, 56, + 7, -126, 16, -65, -57, -53, -87, -94, + -1, -25, -127, 11, 20, 70, -38, -105, + -67, -71, 8, -46, -83, 126, 11, -80, + 77, -75, -127, -28, -115, -30, 4, -56, + -12, -1, -82, 11, -69, 12, 77, 60, + -78, 103, 2, 61, 3, -99, -126, -71, + -37, 25, 58, 17, 71, 32, 69, -21, + -86, -22, 33, -12, 7, -64, -100, -70, + 0, -2, 23, 5, -15, -19, 26, 80, + 39, -1, 4, 76, -19, 125, -34, 126, + -60, 116, -73, 52, -17, -75, -38, -107, + 63, 63, -21, -123, -25, -126, 124, 14, + 21, 13, -51, -30, 49, 44, -59, 26, + 73, 90, -71, -126, 48, -44, -66, 36, + -36, -3, 76, -9, 29, 0, -36, 51, + 13, 76, -25, -13, 34, 44, 7, 49, + 54, 34, -78, 71, -6, -37, -62, 0, + -44, 44, 23, -28, 14, -21, 13, -69, + -32, -94, 88, 96, -2, -47, -15, 13, + 76, -2, -61, 57, -34, 55, -68, -105, + -39, 64, 57, -103, 127, 127, 24, 127, + 13, 110, -65, 96, 53, -59, 52, 41, + 21, 127, 24, 125, 8, 67, -127, -37, + -103, -6, 0, 23, 107, -27, 35, 106, + 27, -86, -39, 42, 18, -9, -58, -2, + 10, 116, -57, 29, 24, -33, 22, 9, + 1, -56, -76, -76, -24, -99, 32, -127, + 11, -23, -127, -1, -47, -19, 75, -105, + 30, 76, -128, 29, 78, -41, -125, -15, + -53, 5, 55, -5, -23, 0, -13, 34, + 15, -88, -48, 7, -1, 82, 54, 50, + -63, 20, 28, 30, -84, 121, 63, -15, + -40, 0, -5, -9, -39, 32, -27, -55, + -87, 38, 45, 42, 15, 1, -24, -89, + -7, -26, 6, 46, -5, 74, -23, -10, + 48, 72, 47, 14, -19, -1, -23, 34, + -70, 126, 59, -121, 69, -72, -57, -127, + -16, 2, -64, -81, 54, -66, -127, 50, + -17, 84, -63, -5, -125, -126, 47, -45, + -40, 31, 47, -47, -81, 12, 14, 79, + -57, -99, 69, 10, -127, -41, 72, -83, + 79, 3, 15, -86, -14, -52, 13, -55, + 12, -4, 35, -88, -9, -21, 45, -66, + -10, 32, 55, -25, 48, 4, -30, 79, + -5, 14, 23, 39, -54, 45, -106, 22, + 80, -126, -95, -17, 125, -45, 109, 34, + -7, 120, -64, 2, 96, -81, -23, -19, + 7, 57, -18, 11, 127, -28, 81, -12, + 106, -109, -113, 99, -28, -48, 105, -128, + -48, 78, -53, -24, 30, -20, -125, -45, + 54, 82, -52, -99, -18, -12, -54, 18, + -40, -13, 41, -15, 58, 68, -11, -61, + -33, 52, 2, -44, 4, 115, -19, -97, + 14, -58, -33, -20, 112, 57, 98, 12, + 71, 118, 56, -110, 91, 80, -72, 29, + 77, -24, 107, 4, -17, 92, -21, 71, + -18, -93, 12, -126, 1, -22, -45, 32, + 6, 7, -7, -127, 43, 65, -31, -26, + 90, 100, -13, -79, 97, 6, 43, 105, + 24, 53, 72, -65, -18, -19, -36, 25, + -28, 2, -68, 17, 88, -3, 4, 54, + 54, -61, -6, 43, -4, 30, -30, 33, + 81, 25, -11, 45, -44, -55, -17, 58, + 8, -32, -11, -116, 77, -55, -26, 21, + 65, 47, 99, 29, -40, -36, 22, -95, + -84, -57, 75, 23, -85, 127, -41, -80, + -37, -8, -29, 21, -58, 2, 31, 73, + -114, -32, 12, 37, 77, 37, 116, -21, + -36, -90, 21, 97, -8, -54, -46, -115, + -42, -6, 38, -46, -6, 61, -13, -12, + -94, 10, 66, -101, -47, -23, -34, 0, + -42, 24, 95, 52, -21, -14, 9, -5, + 85, 35, 39, 124, 109, -49, -101, -12, + -94, -25, 121, -35, -78, 69, -12, 122, + 2, -123, -68, -61, -47, -35, -85, 4, + 23, 8, -24, -29, 96, -28, -50, 30, + 86, 86, -10, -37, -6, -69, 2, 39, + 6, 12, 126, -58, -17, -60, 5, 62, + 57, 41, -11, 39, -28, -25, 25, 75, + -15, 16, -73, 2, 40, 30, -20, -13, + -35, 120, 24, -44, -53, -67, 2, -81, + -9, -64, 51, -12, 61, 34, 107, 20, + 122, 100, -70, 62, 65, -64, 127, -56, + 59, 127, 124, -18, 23, -127, -15, 68, + -6, 35, -20, 94, 93, -20, 1, -41, + 22, 87, 24, 23, 83, -70, -120, -107, + -66, 59, 106, -15, 14, 127, 11, 20, + 1, 78, -64, 60, -43, 33, -71, -23, + 66, 127, -61, 38, -20, -50, 39, 61, + 44, -75, -29, -103, 70, -59, 61, -70, + 37, -45, 56, 126, -44, 62, 54, -24, + 9, 17, -73, 126, 64, -7, 0, -58, + -44, -2, -60, 37, 89, -43, -100, 97, + -47, 69, 3, -34, -64, 38, 71, -35, + 8, -19, 9, 49, -37, 68, -10, 22, + -6, 11, -108, -28, -13, -56, -14, -89, + -16, 53, -17, 6, 25, 18, 35, 7, + 35, 31, -27, -61, 33, 20, -10, -16, + 20, -79, -38, -37, 71, -47, 23, -55, + 127, 55, 10, 9, -67, -26, -47, 119, + -9, -41, 9, -32, 91, 68, 10, 96, + 77, -51, -51, -122, 127, 12, 87, -32, + 46, 9, 11, -8, -42, -60, 28, -23, + 46, -36, -35, -41, 12, 62, 113, 44, + -7, -6, 48, -57, 39, -121, 72, 38, + -4, 28, 50, -15, -65, -35, -26, -59, + -24, 9, -87, 31, 26, -41, -21, 5, + 33, 60, -28, -10, -22, 35, -4, 25, + 55, 127, -46, 55, 123, -53, -39, 48, + -35, 72, -8, -6, 28, -54, 100, 82, + -10, -18, -38, -111, -81, 13, -65, -125, + -46, 121, -121, -55, -58, -126, -112, 11, + 77, -112, 19, 65, 104, -123, -85, 3, + -19, 25, -54, -19, 2, 36, 11, 19, + -50, -81, -80, 8, -5, -5, -27, -15, + -42, 123, -27, 13, 73, 29, 50, 10, + -33, 25, -53, -80, -17, -103, 22, 85, + -9, -14, -127, -39, 24, -2, 36, 36, + 14, -62, 11, -123, 7, 74, 49, 95, + 57, -101, 43, -2, 92, -112, 44, 47, + 17, 41, 44, -59, 36, -12, 0, 42, + -12, 14, -38, 58, 6, 10, -34, -49, + -5, -6, -43, 110, -43, -25, 38, 84, + 74, -7, 38, -21, -6, 17, -4, 14, + -48, 10, 12, -29, -46, -7, -54, 7, + -21, -34, -6, 35, 32, 18, 32, 12, + -36, 41, 62, 60, -11, -20, -19, -126, + -12, -21, -98, 49, -3, 6, -2, -60, + 22, 51, -9, 21, 10, 23, -30, 23, + -79, -59, -1, -17, 4, -7, -41, -91, + 87, -66, -59, 9, 18, -27, -93, -48, + -37, -21, 47, -125, -59, -32, -126, -101, + -49, 52, 38, -62, -18, -71, -11, -33, + 2, 4, 33, 2, -21, 10, -48, -23, + -1, 29, 49, 24, -20, 27, -5, 11, + -41, -128, -34, 51, -43, -40, 51, 127, + 5, -73, 31, -108, -22, 10, 124, 106, + 57, 21, 127, 127, 53, 42, 102, 1, + 113, 5, -107, 63, -38, 127, 11, -69, + -17, -23, 56, 35, 49, -5, -36, 51, + -106, -126, -64, 23, 32, 72, -44, -20, + -24, 80, 44, 4, -9, 125, 34, 10, + 43, -53, 56, -58, -8, 16, -13, -17, + 34, -45, -81, 42, 47, 44, -62, -6, + 59, 34, 18, -24, -29, -66, 17, 21, + -47, 41, -49, 80, -11, -6, -23, 0, + -49, -108, 14, 11, -42, 37, -41, -54, + 36, -67, 8, 47, -44, 22, -58, -18, + -71, 127, -84, -98, -74, 75, -74, -110, + -36, -20, 66, 89, -91, 23, -2, -87, + -53, 30, 33, -43, -10, 62, 41, 28, + -47, 16, 62, 6, -4, 18, 13, -13, + -18, 43, -17, 51, -34, 62, 45, 36, + -15, -15, -45, -116, 24, 98, 27, -37, + 97, -69, -71, 80, -50, 45, 77, 21, + -7, 103, -41, 80, -76, 27, -21, 122, + -68, -128, -84, 63, -10, -45, 114, -127, + 74, 25, -86, -114, 40, 95, -75, -44, + -25, 71, 79, -40, -37, -36, -127, 62, + -69, 6, 118, -28, 102, -44, 19, -17, + -8, -19, 106, 50, -11, 57, 36, -67, + -19, -26, 52, 13, 58, 16, 55, -15 }; -static const opus_int16 vad_gru_recurrent_weights[1728] = { - 1892, -2065, -5646, -1532, -1561, -743, -1508, -1996, - 327, -3170, -4124, -1565, -25, -3570, -3395, -1013, - 1279, 398, -2121, -1930, -4804, 3643, -2392, 1788, - 1879, -404, -425, 486, 243, 1860, -516, 380, - -1778, 2571, -2618, -901, 1276, -810, 277, 212, - 1427, -4302, -73, -1217, 1764, -1453, -322, 1989, - 2725, -5496, -2143, 2140, 1334, -733, -267, 3087, - 2171, -2233, -2306, 669, 1043, -159, 1664, 2430, - 765, 2012, 671, -2885, 862, 268, -2943, 848, - 536, 2816, 483, 2459, 918, -801, 6214, -801, - -788, 2354, 6488, 2431, 414, 3734, 4622, 2161, - 118, -2513, 2581, 1346, 1374, -2529, 2293, 560, - -66, -340, 2057, 907, 980, -3382, 471, -1548, - -38, -947, -253, 519, 1301, -2664, 463, 811, - -515, 773, 769, 2513, 1882, 603, 808, 655, - -1725, 2790, 1952, -271, -776, 1221, -633, -447, - -798, 2715, 239, -99, 88, 193, -1468, 2212, - -1480, -2509, 1711, -199, -1845, 592, 86, -1248, - -1599, 2286, -1762, 1951, -1353, 4050, 3848, 1718, - 157, 1475, 4051, 283, -603, -269, 965, 2635, - -14, 1967, 2088, 1817, 1040, 4421, 3981, -3156, - -1638, -154, -527, 938, -186, -461, 414, -1086, - 943, -1299, -1178, 2502, -230, 1494, 2030, 1618, - -169, -1680, -934, 149, -933, 650, 1291, 1636, - -2325, 1277, 3156, 627, -1950, -724, 1634, -4274, - -1782, -636, -82, 611, -415, 667, 323, 380, - -3376, -309, 424, 1847, -3562, -611, -1653, 82, - -91, -902, 1217, 1927, 2287, -960, 4103, -2421, - 2238, 2365, 3296, 2037, 2118, 3459, 2581, 759, - -3312, -172, 215, 309, -26, 1447, 2907, 1096, - 2877, -707, 3514, -790, 1140, 78, 1196, -1315, - -1809, -1119, 2410, -3167, -316, -814, 2257, 1271, - -31, -1361, -908, -77, 639, 1321, -3017, 758, - -345, 455, -1125, 4983, 427, -973, -1497, 2489, - 1171, -2231, 3133, 2638, -1340, 837, -860, 508, - 400, 812, -477, -883, 513, -883, -3838, 3678, - 3068, 305, 2812, -2680, 2834, 3764, 3385, -950, - 1895, 1882, 1452, 1196, 2725, 2678, 2561, 2975, - 2678, 1776, 1018, 285, 2535, 2798, -4791, -320, - 2241, -726, 1549, -874, 550, 59, 3155, -1449, - 320, 1213, 193, -414, -2072, -2853, -339, 3720, - -924, -596, -160, -220, 1156, 673, 1227, -2410, - -327, 633, -2614, 2585, 3034, -686, 1464, 3156, - 810, -1694, 4504, 49, 102, -534, -3105, -379, - 1777, 111, -2209, -261, 979, -1406, -509, 169, - -3550, -783, 1121, 2537, -556, 4415, 2224, 3172, - 7, 446, 1593, 2179, 367, 925, 792, 3408, - -3137, 2154, 2288, 1532, 65, -1363, 2520, -218, - 955, -2328, -1658, -1818, 401, -153, 3136, 1018, - 4771, -772, -317, 2450, 404, -782, 521, 1629, - -591, -832, 430, -1101, -1928, 1722, -477, -1043, - -5107, 299, 662, -1991, -1607, 4494, 1415, -1767, - -2882, 1129, 1454, -1916, 494, -542, -263, 972, - -596, -2419, -1316, 2482, -3407, 2328, 4764, -1754, - 252, 980, -277, -4459, -324, 3684, 4710, -2114, - -557, -2252, -5151, 801, -1055, -1145, 106, 797, - 1188, -96, 1837, 227, 1083, 441, -1406, 66, - -125, 697, 599, -205, -2253, 2740, -913, -405, - 1264, -2442, -842, -1159, -998, -3444, -1264, -979, - 518, 499, 1424, 102, -134, -217, -642, -678, - -3280, -253, 1221, -1181, 417, 3472, 2304, -972, - -2374, 106, 796, -3149, -331, 250, 243, -2278, - -498, -3119, 675, 2613, 743, 1371, 3744, -825, - 1411, -2797, 713, -1736, 1552, -1266, 868, -1993, - 3255, 226, -2281, 694, 155, 2379, 1986, -860, - -1044, 1262, 1865, 1913, -3021, 705, 1329, 5679, - 172, -3400, 588, 1220, 1198, 2261, -337, 1101, - -1608, 541, -1254, -1413, -959, 420, 155, -417, - 976, -1583, 568, -565, -1306, 937, -1851, -2258, - 1223, 186, -384, 3578, 1338, 1012, 3215, 1361, - -303, -2504, 399, 2434, 565, -1140, -1719, 86, - -1199, 1, 126, 987, 252, -336, -348, 30, - -763, 115, 508, -286, -4233, -2143, -2591, -987, - -43, 930, 675, -590, 1991, 471, -1705, -850, - -2592, -320, -4949, 1321, -459, -489, -730, -131, - -1300, 22, 138, -681, 2187, -4498, 2179, 75, - 233, -1215, 160, -878, 2072, 221, 34, -186, - -572, 355, 145, -3018, 542, 1310, 781, -2089, - 2974, -384, -594, 892, -1061, -2519, -1464, 4045, - 1890, -924, 1253, 517, 555, 1428, 84, 272, - 2777, 1950, -1122, -2995, 888, 591, -2127, -872, - -1392, 632, 3103, 6863, -2330, -3706, -6444, 6585, - 2073, 860, -4128, 3325, -3168, -2726, 805, 2864, - 1617, 2680, 2330, 617, 1149, 1938, 2968, -3703, - -4815, 324, -3814, 1304, 2996, 886, -2568, 703, - 932, -737, -3188, -651, 669, 1737, 75, 1189, - -1473, -1891, 1477, 229, -728, -1446, -1523, -507, - -1014, -1138, 3661, -2643, -2450, 317, -963, -1193, - -1959, 748, 2388, -3020, 548, -512, 2671, 679, - -1283, -1585, -398, 3201, -1378, 1705, 1806, -1904, - -1776, -1332, -1566, -2914, 717, -2055, 5880, -3940, - -1686, 397, 11383, -775, 503, 4665, 1248, 2919, - -4012, -2311, 1066, -1240, 3002, -1061, -1905, 1514, - 2152, 3187, 3085, -3453, -848, -1427, 683, -2990, - 1022, -1480, 1419, -1713, -326, -1915, 169, 1656, - -1263, 2997, -1700, 1029, -464, -260, -2629, -1909, - -4075, 3842, 3921, 2381, -1385, 2090, -395, -1729, - -4485, -1480, 371, -303, 1404, 163, 193, 1170, - -4075, -3428, 1788, 482, -2562, 2565, 3185, -3380, - 298, 3363, -1700, -1504, 1708, -735, 2397, -2418, - 2149, 1191, 4327, 733, 3185, 2969, -88, 485, - 670, 731, -1462, -289, 727, 350, -2891, -357, - 1669, -785, 1167, -1892, 2217, -1960, 1267, -732, - -849, 1655, 1987, 2544, 898, 377, 1693, 253, - -2188, 84, -2064, 799, 671, 2961, 168, -1416, - -499, 2074, -2041, 4457, 3181, -1810, -320, 1463, - -355, -1081, 2541, -1510, 1163, 1181, -1007, 1071, - 847, 1102, -2232, 129, -57, -1251, -1871, 3125, - -2242, -659, 2056, 4035, 1324, -4796, -625, -454, - -1995, -2769, 3518, 2877, -463, 3358, 2725, -1469, - -2864, 2181, 1935, 2451, 1154, -1045, -2926, 318, - -2429, -2642, -2471, 925, 2233, -614, -1133, 94, - 357, 1381, 61, -73, 798, 1462, 889, 1626, - -25, -949, -2203, 389, -596, -2396, -1685, 734, - -1803, 908, 2249, -1674, -2560, 1581, 994, -1559, - -1910, 1757, 3254, -633, 1220, -2227, 414, -1134, - 843, -1925, -965, 2043, 1475, 1156, 1143, -1443, - 21, 1556, -482, -3635, 3039, 811, 6926, -2396, - 1920, 3047, 3878, 1819, 1768, 3654, 2872, 1907, - 965, 504, -1695, -1113, -581, 865, 982, -764, - 1082, 314, 3157, 1523, -960, 1205, 1564, -1945, - 1766, -633, 2264, -165, -1863, 1274, 175, -639, - -918, -802, -345, 1211, 2743, 245, 1045, -3058, - -5, 94, -1402, 1392, 1746, -2220, -1686, 1950, - 1429, -2571, 1855, 1375, -2006, 2338, -1643, -1781, - 1830, 1198, -259, -5061, -1339, -3496, -2621, 1958, - 3091, -4033, 774, 1909, 1721, 2371, -2836, 4592, - 1259, -1017, -689, 120, -2018, -2126, -607, -2212, - 793, 309, 3451, -190, -1098, 1989, 2577, 3037, - -289, 1153, -2653, -312, 261, 2186, -1957, 2762, - -607, 2508, -405, -1749, 1272, 3080, 654, -548, - 1760, -3289, 1023, -1828, -2351, -836, -969, -155, - 672, 443, 1488, -3925, -2238, 3391, 521, -2904, - -845, 3048, -95, -2861, 600, -620, 3279, -3052, - 1617, -1498, 812, 114, -371, 960, 1826, -17, - -3341, 2858, 575, 1837, 1710, -4342, 3136, 1343, - 2731, 2783, 923, 739, 651, 3156, 1670, 1384, - -1361, 2374, 1660, 1174, 226, 682, 1542, -1459, - 2029, -1054, -2253, 1837, 2022, -2448, 168, 195, - 863, 689, 216, 1275, -218, 664, 1658, 2308, - -707, -676, 298, -2081, 1604, 1805, -297, 1073, - 89, -272, 374, 3487, -616, -1695, -582, 1086, - 1159, -1573, -160, 798, 1743, 1702, 627, 1020, - 2721, -1429, -2652, -1789, 69, -757, 945, 752, - 517, -2651, 2921, -1380, -1020, -2535, 1781, 99, - -3706, -2503, -3132, -749, 1082, 283, -749, -1451, - -202, 2225, -610, 514, -1289, 2352, -2080, 513, - 1009, -1271, 418, -1969, 983, 161, 762, -316, - 2994, 530, -374, 2132, 1370, 1420, 1331, 1608, - 109, -526, 133, -1951, 1235, 1014, -1084, -398, - -709, 286, 1506, 676, -539, -925, -657, 2704, - 101, 2137, -501, -427, 2913, -1205, -846, -3199, - -76, -202, -1246, 2486, 871, -390, 665, -1113, - 1581, -1358, 1426, 826, 332, 487, -733, 3019, - 5360, -498, 344, 3616, 1298, 3624, 830, -4129, - 2667, 2615, -702, 5183, 772, 2673, -3470, 2380, - 401, -2364, 1299, -2600, 367, 877, 1917, 2402, - -445, 2334, -1104, 1388, 1278, 1062, 3823, 254, - 1495, 2376, 793, -1635, 5958, 209, -566, -2287, - 1242, -247, 26, 2640, 231, -1413, 423, 5339, - 236, -3288, 60, 682, 263, -1350, 901, 1202, - 2005, 2034, -2651, -2953, 1213, -710, -2780, 2404, - 92, -115, -4320, -1563, -1895, 3641, -2676, -101, - -3913, -2141, 284, -1676, 204, -3144, -3487, 1773, - -567, -1777, -3064, -3712, 282, -3022, 2663, 818, - 1168, 228, 705, -12, 422, 898, -2529, 333, - -1087, -2769, -91, -1447, 1394, 82, -329, -2358, - -717, 1604, -2508, 752, 258, -829, -395, 178, - 450, -1604, 1448, 628, -597, 1533, -1858, -1309, - 1705, -256, -419, 500, -1778, 2002, -29, -593, - -1303, 45, 4147, 1211, -1023, -1078, 942, -1882, - -3489, 495, -6772, 3150, -2590, -605, 114, 924, - -2700, 284, -4643, -1451, -323, -2392, -783, 3981, - -4420, -297, 2080, -3554, 1772, 514, 2973, -2712, - -3583, 1214, -4237, 708, 306, 1819, 358, 664, - 1266, -1564, -784, -686, 382, -776, -133, 1807, - -1458, 854, 56, -1618, 351, -415, 104, 1495, - 1014, 1287, -1008, 46, 531, 660, 1810, -1251, - -1244, 1623, 1428, -1825, -220, -742, -500, 3926, - -3167, -2175, 911, 2218, -2148, -1670, -74, -576, - -720, -425, 3202, 152, 2319, -2985, -2507, -1427, - 682, 2589, -717, 43, 1361, -359, 1381, -3316, - -4064, 1807, -679, 2433, 688, -322, -2090, 2185, - 169, 512, 241, 1049, -499, -1219, 2, -605, - -276, 1943, 111, 256, 1148, 137, -1210, -1630, - 340, -891, -142, 879, -146, -488, -2300, -344, - 1561, 319, -3130, 87, -1332, 1996, 1544, 1819, - 1603, 705, 410, -1671, 588, -948, 1647, -868, - 2926, -1974, -2205, -460, -39, 1368, 459, -805, - 1074, 164, -27, 3375, 1337, 3880, 2399, 540, - -2302, 78, -718, 325, 630, -1937, 1773, -658, - -3248, -823, 1839, -598, 758, -2435, 2481, 2920, - -2452, 1892, -2882, 460, -593, -496, -1388, -266, - -2130, 153, 603, 46, -92, 245, -1295, -2073, - 1496, -228, 35, 1487, -3091, -2173, 3, -553, - -2675, -2781, 2262, -2091, -2892, 772, -1527, -674, - -674, 1752, -184, -1570, -408, -93, 1843, -2159, - 3290, -1663, 2748, 2139, 206, 1911, 331, -2340, - 1414, 3392, -1343, 1991, -2114, 5208, -3819, 3010, - -972, -844, -3894, 6688, 129, -2337, 2617, 2300, - -1291, 3597, 1161, 1397, -1434, -980, -2843, -771, - -558, -1062, -849, 2060, 7, 1579, 673, -341, - 1480, -1402, -1717, -787, -1620, -273, 869, -1093, - -1634, 470, -3691, 3394, -2894, -1437, -1178, -1428, - -570, -492, 2213, 259, -412, 1743, 4336, -2128, - -2720, 1987, 1787, 208, 2940, -3337, 2305, -274, - -2089, -478, 1906, -158, 374, -199, 2164, 110, - 4579, 3674, -3327, -2537, -1378, 5362, 4022, -1810, - -1420, -121, 3070, 336, 2805, 2083, -1619, 89, - 1463, -947, -1607, -1862, 1335, 3508, -1424, 1169, - 1907, -3041, 1863, -1698, -139, -588, 2079, -2423, - -2927, -1355, -409, 450, -2489, -1857, -786, -278, - -1557, -3096, 224, 305, 2603, 978, 1673, -294, - 2314, -620, -364, 1077, 776, -456, -533, 703, - -1026, -1444, 2578, 780, 2145, 907, -966, -1815, - 1437, 3040, -3893, -2528, 31, 1194, -3011, 997 +static const rnn_weight vad_gru_recurrent_weights[1728] = { + 113, 33, -47, 50, -12, 32, -128, 127, + 17, 124, -104, -25, 4, 127, -62, 40, + 121, 9, 31, 2, 127, -51, 127, 126, + 63, -62, -62, 27, 8, 30, -10, -75, + 93, 24, 10, -95, 32, 19, -21, 2, + -9, -27, -46, 108, 110, 54, -51, 127, + 60, 127, 56, -36, 81, 33, -61, -3, + -58, -112, 58, -50, -128, 63, -57, -88, + -101, -7, 34, 23, 8, 35, 43, 9, + -28, 38, 17, 1, -127, 90, -127, 55, + 79, 122, -36, 60, -41, 96, -60, 10, + 126, -17, -38, -95, 127, 40, 77, 100, + 49, -18, -124, 58, 35, 16, -112, -79, + 48, 54, -107, -77, 37, 107, -73, 105, + -57, 3, -36, -56, -14, 58, -26, -41, + 79, 127, -7, 56, -120, -85, 105, -127, + -9, 77, -90, 80, -49, 64, 61, 36, + -67, -70, -1, -48, 65, -18, 67, -59, + 112, -101, 127, 80, 36, -128, 55, 5, + -127, -111, -128, -65, 7, 127, -103, -51, + -23, 16, -4, -4, 125, -65, 76, 22, + 38, -126, 127, 22, 12, -22, 104, -39, + -47, -30, -45, -114, -18, 44, -42, -91, + 30, 61, 85, 0, 14, -127, -17, -73, + -8, -79, 127, -20, 66, 0, -44, -127, + 83, -32, -5, -32, -40, -23, -35, 61, + 55, 92, -48, 13, 27, -13, 70, -33, + -127, 43, -51, -121, -54, 75, 0, -126, + -10, -21, 94, -116, 126, -127, -37, -19, + 110, -59, 75, -126, -127, 12, -128, -78, + -53, 26, -127, -29, 32, -80, -80, -50, + -53, 82, -10, 126, 5, -56, -4, -63, + 65, 29, 103, 31, 0, 45, 24, 14, + -38, -40, -88, 117, -109, -88, 127, 64, + 124, 92, -127, 127, 103, -103, 35, 67, + 78, -11, -115, -84, 88, -68, -48, -18, + 127, 30, 127, 25, -22, 126, -63, 67, + 107, 66, -104, 81, 79, -63, 127, -128, + -95, -3, 113, -120, -24, -3, -66, 127, + -9, -6, -2, -1, -31, -24, 10, -80, + 96, 103, -98, 41, -58, -8, -15, -74, + 30, 37, -65, -13, 89, 40, -27, 88, + 71, 22, -16, 58, 90, 3, -18, 111, + 50, 36, 29, -2, -25, 12, -18, -10, + 115, -31, -63, -3, -64, -102, 40, 20, + 3, -63, 84, 126, 104, 63, 31, 8, + 127, 104, 126, 122, 74, 78, 127, 127, + -108, -102, 127, 72, 70, 127, 34, 127, + -14, 74, 13, -80, -36, 64, -15, 49, + -26, 24, -39, 49, 66, -34, -98, -21, + -99, 7, -88, 31, 5, -23, 81, -32, + -21, -50, -33, 63, 123, 123, -20, 46, + 25, 35, -59, 3, -10, 80, -32, -89, + -18, 127, -6, 48, -36, 124, -17, 28, + -48, 1, 36, 3, 127, 25, -49, -58, + 127, 122, 116, 21, 39, -44, 75, 28, + -54, 10, 85, 34, -85, 103, 57, 110, + -126, -25, -41, 30, -60, 11, -60, 15, + -14, 55, -10, -39, 20, 43, 43, 31, + 67, 36, 24, -51, -34, 2, -42, -63, + -128, 30, -81, 94, -126, -92, 127, 2, + 21, 86, -85, 5, 18, -128, 76, 114, + 15, -13, 3, -128, 64, -31, 14, -71, + -128, -124, -127, -100, 65, 125, -30, -128, + 19, -36, 118, -57, 4, -74, 46, 123, + 29, -128, 22, 124, -127, 99, -128, 117, + 38, 126, -126, 82, -41, -32, 16, -59, + 7, -20, -127, -28, 105, 77, -127, 78, + -21, -102, -126, 113, 111, 42, 15, 33, + 109, 111, -76, -28, -19, 98, 87, 95, + -121, -15, 111, -86, -120, 5, -86, -127, + -116, -55, 127, 82, 48, 127, -51, 24, + 74, 48, 65, 104, -128, -6, 57, 6, + -128, -127, -8, 2, -50, 64, -126, -49, + 54, 53, -126, -9, 70, -126, 13, 26, + -23, -51, -18, -95, 102, 42, 15, 9, + -94, -4, 9, 36, -46, 9, -9, -82, + 49, -23, -61, 3, 103, 20, 51, 36, + 112, 9, -25, -19, -81, -128, -87, 68, + 92, -13, -79, 83, 112, -3, -28, 25, + 81, -127, -31, 32, 77, -54, -69, -42, + 10, -8, -17, 48, -109, -43, 73, 8, + -7, -127, 34, 107, -65, -127, -19, -67, + 127, -7, -126, -127, -4, 5, -51, -127, + -2, 127, -127, 23, -80, -61, -118, -70, + -87, -33, -28, 127, -63, -67, -20, -27, + 11, -37, 5, -57, -15, 89, -36, -28, + -44, -26, -90, -41, -118, -109, -45, -53, + -43, 127, 21, 46, 27, -94, 42, 68, + -16, 11, -91, -72, 9, -31, 15, -82, + -127, -66, -126, -127, 64, -122, 76, -127, + 1, -67, -10, -127, -126, -95, 110, -66, + -91, 115, -24, 64, -128, 67, -128, -127, + -69, 37, 39, 57, -103, -18, -2, -30, + 34, 56, 60, 32, -3, 24, 51, -40, + 17, -13, -2, 48, 20, 93, -50, -56, + -90, -76, 81, -80, 99, 1, 15, -9, + -128, -26, 63, -85, -121, -4, -112, -39, + 6, 86, 14, 48, 14, 95, -8, 112, + -83, 55, -33, 6, -33, 121, -13, -3, + -13, 84, -25, -127, -60, -89, 0, 29, + 122, 75, -89, -121, 8, -123, -7, 6, + 35, -27, -76, -28, 98, -17, -30, 23, + -20, 25, -68, 0, 77, 11, -30, 21, + -18, 31, 43, -79, -23, -40, -1, 13, + 0, -65, -95, 115, -17, -97, -10, 21, + 127, 75, -5, 125, 127, -26, 35, -45, + 112, -100, -34, -123, -11, -123, -73, -62, + 18, -30, -107, -95, -63, -96, 73, 15, + -114, -127, -11, -121, -127, -80, -128, -36, + 3, -72, -126, 68, -44, -122, 6, -128, + -89, 17, 85, -109, 43, -34, 61, 126, + -19, -31, 59, 34, -1, -80, 27, 81, + 47, 27, 43, -53, 34, -26, 29, -47, + 74, -7, -52, 40, -54, -35, -95, 30, + -4, -16, -63, -68, 39, 10, 56, -34, + -11, -15, -46, 83, -51, 46, -125, -2, + 127, -127, 106, 68, -110, -82, 9, 126, + -49, -31, -127, 34, -67, 127, 39, 74, + -5, -114, -21, 43, 127, -53, 127, 57, + 24, -91, 127, 5, -84, 73, -19, -4, + 80, -7, 11, 10, -32, -5, 120, 8, + -26, 91, 14, -34, -2, 56, 45, 54, + 43, -7, 82, -61, 56, 60, -3, 19, + -29, -110, -15, -67, -32, 73, -29, -35, + -110, 56, 61, 51, -20, 16, -112, 115, + 29, 98, 19, 113, 0, 98, 65, -39, + 88, 127, 6, 118, -20, 71, -83, -19, + 127, 64, 16, 5, 58, 51, 28, 118, + 12, -41, -1, 127, -23, -24, 72, -22, + -92, -52, -14, 54, 58, 17, -12, 41, + -83, -45, -29, -25, -36, 63, -8, 31, + -16, 95, -60, -47, -38, -68, -128, 1, + 34, 7, -58, 127, 76, -99, 69, 16, + 121, -76, -83, -2, 35, -41, 51, 5, + -16, 5, 3, 72, 120, 112, 127, 78, + -71, 127, -128, -37, -36, 111, -79, -128, + 122, 127, 58, -30, 57, -75, 126, 30, + 44, 17, 39, -2, 26, 30, 66, 19, + -96, -118, 43, -58, -27, 0, 18, -38, + 50, 19, 57, 25, -70, 2, 27, -57, + -86, -39, 86, -31, -127, -67, 17, -128, + 46, 33, 3, 5, 34, -17, 41, 95, + 34, 3, -74, 0, 67, -105, 39, -4, + -29, -80, -81, -27, 18, 92, 61, -68, + 2, -63, 112, 29, -84, 71, 28, -3, + 120, 111, -126, 95, -69, -124, -127, 95, + 125, -113, -44, 30, 85, 101, -26, 47, + -56, 17, 60, 18, -118, -12, 17, 84, + 32, 98, -50, 21, 47, -77, -53, 66, + -66, 32, -37, 54, -127, -88, -1, -34, + 36, -3, -13, 12, 51, -127, 90, -12, + 68, -116, -127, -127, 115, -7, 127, -97, + 127, 55, 19, 17, 36, -126, -8, 60, + 100, 1, -68, -125, -36, -51, 65, -6, + -36, 53, 69, -128, 126, 14, -4, -54, + -46, 59, 37, 24, 35, -12, -4, 39, + -11, 29, 62, -95, 33, -83, 19, -16, + -97, -44, 97, -87, -2, 80, 17, 11, + 20, -77, 23, 8, 13, 51, 15, -118, + -48, 92, 37, -70, 33, 58, 36, 47, + -12, 72, -54, 10, -45, 15, 10, 100, + -72, 15, 8, -30, 101, 21, -32, -46, + -102, 124, -21, -71, -97, -75, 127, -20, + -127, -22, 119, -121, -63, 81, 2, -111, + -55, -10, 35, -125, 21, -98, -116, 29, + 109, 71, -68, -120, 39, 39, 75, 7, + -12, 26, 43, -45, -93, -47, 11, -70, + 8, 45, 88, 79, 87, 122, 127, 22, + -70, -33, 98, -17, -99, 47, -76, -21, + -70, 98, 44, -3, 77, -26, 1, 11, + -45, 63, 9, 69, -120, -113, -127, 64, + -70, 72, -26, 13, -95, 28, -128, -76, + -123, -79, -126, -76, 7, 33, -28, -126, + 57, 24, 22, 24, -2, 38, -123, 85, + 99, 57, 127, -35, -17, 48, 111, -58, + -46, -79, 22, 37, -14, 24, 107, 46, + -83, 49, -9, -126, 46, 96, -86, 7, + -52, -92, 93, -80, -59, 85, 55, -36, + -60, 57, 82, 59, -97, 66, 13, 126, + -125, -26, -121, -128, 123, 127, 116, -125, + 63, -45, 127, 36, 125, -113, 35, 121, + -8, 76, 39, 97, -128, -91, -128, 30, + -127, -108, -127, -71, 18, -42, 52, -38, + -58, -88, -11, 26, 77, -44, -127, 21, + 75, 32, -20, 31, -43, -21, -95, 19, + -28, -60, -37, 127, 40, 64, -40, -36, + 73, -20, -20, 80, -5, -127, -19, 36, + 73, -16, -51, -98, 127, 6, 17, -46, + 36, 5, -125, -89, 69, -82, 36, -37, + -71, 32, 50, -2, 18, -33, -73, -81, + -56, -127, 2, 127, -14, 62, 22, -126, + 34, -39, -10, -3, 11, 83, 10, -15, + 116, -38, 112, -3, -30, 64, -30, 52, + 46, -35, 52, 80, 59, 66, -2, -42, + -38, 63, 52, -85, -9, 111, 14, 2, + -88, -128, 62, -7, -78, -38, -60, -98, + -41, -58, 82, 69, -20, 123, 119, 108, + 127, -75, 43, 111, 4, -76, 78, 127, + 77, 86, 48, 16, -39, -9, 54, 21, + -51, -113, 33, 47, 127, -20, 127, 42, + 43, -108, 8, 29, 15, -10, -61, 13, + 97, 106, 74, 79, 65, -53, 77, 35, + -29, -12, 116, -101, -79, 23, -23, -25, + -68, 2, -127, -48, -111, -38, -10, -92, + 73, 112, -120, 103, 127, -76, 127, 64, + 118, -80, -128, -13, -2, -59, 127, -36, + 68, 7, 82, 73, 68, 37, -123, 118, + 14, 86, -52, -52, -16, 99, 14, 35, + -113, -46, 61, -53, -38, 64, -5, 91, + 75, 5, 32, -2, 22, 40, -39, 86, + 6, -68, -49, -48, 10, -17, -52, 7, + -49, 27, -42, -48, 2, -103, 17, 6, + 23, 28, 45, -123, 84, 57, 67, 11, + -37, -42, 12, -41, 1, 109, -8, -69, + -65, 83, 20, -15, -128, -4, -26, 84 }; -static const opus_int16 vad_gru_bias[72] = { - -962, 3615, -2065, 2351, 891, 2690, 7608, 4256, - 289, 2236, 5141, 1086, 2282, 1848, 2070, 2945, - -4742, 141, -679, -678, 2028, -469, 2155, 81, - 1182, 206, -197, 1683, 442, 1266, 430, 424, - -393, 2132, 242, 1076, 1563, 1396, 737, 315, - 236, 317, 1418, 342, 602, 573, 1872, 332, - -229, 1238, 283, 1035, 1710, -135, 225, 664, - 630, -563, 1948, 1049, -71, 956, -1176, 1478, - 844, 961, -1589, -250, 55, -539, -391, 1433 +static const rnn_weight vad_gru_bias[72] = { + 127, 74, -22, 110, -106, 51, 127, 127, + -80, 35, -99, -116, -79, 127, -126, 93, + 46, -16, -86, 87, 127, -127, 127, 43, + 63, 27, 35, 76, 39, 2, 64, 22, + 31, 10, -18, -9, 11, 40, -64, -28, + 55, 41, 9, 114, 114, 13, 60, 94, + 39, 26, 41, -74, 74, 34, -9, -23, + -23, -62, -9, -80, -80, 37, -49, -5, + -16, 49, 27, 58, -28, 62, 33, 24 }; const GRULayer vad_gru = { @@ -604,2515 +604,2515 @@ const GRULayer vad_gru = { 24, 24, ACTIVATION_TANH }; -static const opus_int16 noise_gru_weights[12960] = { - -242, -519, 385, -42, 476, -1528, -2192, -289, - 13, 293, -1727, 424, -43, -678, -1513, -644, - 331, -1097, -1170, -743, -987, -601, -1848, 98, - 293, 35, -3029, -1244, -982, -2180, 1050, 1281, - -944, 17, -823, -232, -323, 751, -182, -1200, - -1206, -392, -621, 86, 356, -1092, -940, -1833, - -183, -88, 957, 1413, -657, -1064, 493, -765, - 530, 1246, 235, 403, 160, -1175, 767, 111, - -1151, 27, -79, -588, -65, -631, 216, 379, - -156, -1367, -581, 378, -1137, 465, 656, -1188, - 970, 208, 489, 1134, -726, 1526, 935, 1321, - 128, 1512, -720, 243, 291, 213, -387, 454, - 498, 1396, -777, 979, 306, -1242, 426, -1777, - -515, 2127, 850, -1162, -1373, 785, 486, 739, - 1575, 543, -388, 1312, 1498, -230, -598, 924, - 228, -1021, 1568, 1398, -238, -856, -317, -1970, - -143, 1114, 294, 487, -1250, 358, 863, 74, - 148, 675, 402, -390, -740, -2115, 668, 817, - 55, -1803, -1068, -1070, -752, -1074, -46, -1165, - 1348, 777, -993, 1794, 1479, 1794, 297, -139, - -959, 1935, -216, 184, -922, 994, 1817, 703, - -2083, -1306, -728, -331, 2052, 258, 1274, 328, - -1518, -1771, -1012, -929, -23, 256, -288, -500, - -236, -437, 921, 567, -153, 867, -1700, -850, - -1666, 3970, -569, 529, -1718, -394, 2, -8, - -192, -1114, 1382, -923, 155, -597, 1077, -1107, - 463, -624, 635, -378, 1185, -740, 485, -500, - 969, -1410, 921, -103, -850, 1243, 1559, 289, - 1741, 1383, -428, -944, 781, 1669, -78, 899, - 1368, 271, 391, 328, -826, -484, 499, -1229, - -50, 1499, 1744, -539, 1543, 335, -393, -683, - 216, -230, -2002, 331, -1239, 659, 1278, 478, - 1394, 771, 1483, 2435, 235, -920, 678, -558, - 517, 5, 2462, -55, 389, 757, 2478, 552, - -2336, -794, 1384, 217, -1686, 307, -433, 197, - -503, 1189, -7, 217, -518, 678, 280, -532, - 1396, -237, 1264, 350, -1080, -104, -194, -1259, - 1577, -578, 535, 679, 1138, -644, -23, 792, - -491, 3349, 837, -196, -24, -1791, -656, 2762, - -892, -1746, -1494, -454, 1412, -707, 809, -1681, - 1236, -561, 755, 981, -2503, -1024, -466, 588, - -1463, 231, 1148, 1339, -695, -662, -34, 132, - 483, 892, 175, 889, -677, 957, 826, -602, - -792, -1061, 501, 159, -1747, 178, 75, -574, - 222, 724, 44, -1302, 180, 927, 882, 1646, - 150, 475, -334, 902, 257, -426, -24, -735, - -171, -217, 561, -3087, 1515, 271, -914, 419, - 783, 905, 1837, -1564, -251, 1243, 379, -4, - -801, 63, -95, -703, 1008, 568, -960, 665, - -1681, 481, 519, 1530, 934, 69, 487, -273, - -362, 819, 285, 27, -628, -206, 582, -119, - 21, 1620, -424, 254, -1524, -730, 1509, 162, - 1843, 559, 958, 971, -912, -1425, 1880, -1466, - -469, -1739, 359, 781, 562, -182, 1681, 616, - -276, -1965, 356, -19, 30, -1697, -683, -1279, - 10, 376, 1311, 262, -268, 130, 142, 212, - -410, -623, 1847, -45, -614, -497, -2366, 434, - 1279, -719, 878, -1136, 1497, 892, 446, -349, - 753, -333, 1506, -445, -393, -602, 806, -760, - -592, -135, -142, 1439, 878, -1652, -2038, -368, - 129, 643, -1135, 468, 1237, -1389, 1597, -655, - 55, 319, 151, -1258, 570, -643, -449, -768, - 318, -1621, 845, 692, -946, -1082, -1122, -1264, - 555, 664, -40, 384, -220, -1657, 276, 2393, - -370, -407, -590, 506, 1189, 389, -1168, -1268, - -2646, -129, 16, 70, -814, -157, 685, 642, - 150, 136, 260, 313, 1466, 2226, -589, 437, - -534, -107, -674, -1789, 681, 1656, -929, -943, - 297, -1457, 343, 1289, 535, -39, 458, -988, - -48, 2266, -1375, 146, -106, 712, -713, 574, - 1800, 1057, -467, 832, 171, 446, -149, 324, - -1093, -478, -491, -687, -1192, -233, -770, -133, - -1523, 826, 1353, -128, 250, 1397, -942, 728, - 1098, -1347, 1105, 549, 82, 987, -250, -1158, - -472, -522, 943, -411, -1050, -1043, -891, -472, - -708, 231, 1280, -553, -1715, 1394, -1373, 112, - -771, -689, -1303, -581, -995, 184, -2403, 962, - 1610, 699, -505, 956, -1494, 640, -104, 281, - -95, 386, -25, 882, -403, 312, -327, -210, - -674, -300, 106, 834, -438, 59, -1073, 147, - 1324, -1987, -748, -429, -414, 372, 1588, 429, - -823, -332, 661, -127, -19, 747, 189, -400, - 634, -1421, -248, -1492, -1910, -710, 1662, -217, - 1685, -689, 265, -662, 459, -526, -609, -135, - -68, -381, -185, -601, -973, -1576, 1275, 393, - 727, -31, 315, -459, 607, -1188, 662, 407, - -1045, -173, -1300, -1145, -119, -274, -952, -57, - 209, -1622, 1229, 1733, 733, 7, 907, -1491, - 939, -784, -1067, 111, -944, 873, -232, 1509, - 1060, -697, -823, 396, -301, -924, 248, -345, - -1980, 2243, 740, -652, -247, -535, -86, -25, - -149, 1406, 2161, 976, -830, 716, 1273, 1986, - -266, 1532, 895, -1173, -550, -1095, 311, 1105, - -1886, 618, 419, 89, -415, 1177, -875, 1626, - 121, 3110, 252, 1339, -1040, -1245, 353, 584, - -972, 888, 197, -835, 946, 2595, 1200, -274, - 501, -479, 408, 463, -113, -749, 2181, 999, - -1411, -745, -311, -44, 1050, 339, 252, 355, - -1101, 1255, -894, 1807, -1753, -183, 608, -644, - -338, 1829, 625, 551, -190, -981, 121, -621, - -349, 776, -16, 1025, 997, 366, -903, 728, - -618, -699, -547, 283, -282, 58, 453, 941, - 1483, 1134, -877, 405, -330, -714, -651, 76, - 691, 966, -514, 1426, 35, 1847, -781, 522, - 340, 552, 21, 487, -1404, -700, -324, 1105, - 867, -311, -2183, -851, 105, 358, -1299, 33, - -845, 1627, -948, 542, 1326, -1325, -1066, -1222, - 1119, -517, 165, -68, 208, -1407, 503, -807, - 633, 502, -598, -1321, -674, 134, 291, -327, - 37, 1411, -831, -1008, -1196, -390, -79, -1535, - 1253, 154, -875, 720, 965, 441, 602, 1282, - -266, 1691, 1460, 527, -345, 27, -152, 393, - 138, -491, 1095, -813, -948, -310, 1478, -579, - -12, 2026, -24, -2137, 366, 311, -936, -1245, - -2292, 295, 76, 488, -507, -64, -1541, -138, - -505, -639, 656, 652, -1546, -1497, -736, 1107, - 1034, 704, 775, 122, -9, -1187, -1505, -1440, - -5, -1110, -755, 495, -208, -1634, 919, 800, - -124, 490, -368, 795, 123, 1671, -1833, 64, - -99, -529, -667, -325, 23, -66, 572, 1440, - -1745, 524, 602, 1001, 610, -962, 158, -645, - -342, 351, 947, -763, -446, -1169, 138, 522, - 1317, -45, 483, 234, -518, -742, 1179, 1043, - 1671, -31, -60, -891, 722, 388, -2228, -1731, - 647, 843, 123, -113, 841, -964, -1447, 338, - -440, 522, -818, 549, 167, -108, -831, -961, - -458, -1257, 436, 1974, 616, 1017, -189, 1787, - 205, -13, 601, 918, -81, -886, 305, 232, - -1481, 864, -339, 33, -1351, 1430, -2, -989, - 720, -2327, 143, 1459, -1288, -63, -1578, -705, - 464, -1051, 1194, -126, -636, 1569, 91, 583, - -840, -954, 300, -1244, 306, -413, 857, -1535, - -193, 1355, -834, -566, -1321, -381, -606, 1121, - 39, -138, -355, -287, 414, -887, -467, -885, - -327, -1709, 549, 1196, 170, 877, 488, 1522, - 298, -410, -938, -894, 1257, -918, -819, 505, - -2389, -2092, -26, 481, 28, -1711, -162, -653, - 459, 644, -202, 244, 428, 277, -1051, -464, - -1424, -1099, -121, 888, 847, -102, 81, -975, - -969, 708, -296, -1135, 1231, -852, -821, -139, - -344, 959, -1270, 784, 1456, 286, -17, 881, - -201, 1621, 533, -55, 950, -670, -1131, -1778, - 514, 819, -815, 1822, 838, -419, 283, -605, - -194, 848, 465, 1192, 225, -703, 599, 632, - -1247, 762, 839, -1520, 909, -836, -2002, 34, - 153, -466, -336, 2023, -389, 1187, -814, -152, - 1390, 2189, -1094, 1455, 283, 362, 1291, -34, - 375, -40, 1089, 997, 705, 1138, 1222, -836, - -140, 620, 433, 515, 197, -1711, -1904, 286, - 282, -694, -311, -291, 604, 1371, -582, 2785, - 335, -619, 168, 258, 468, 956, 236, 1220, - -1539, -1065, 762, 1623, -265, -87, -1482, 389, - -2078, -30, -1459, -382, -198, 131, -1382, 292, - -299, 395, -786, 2183, 316, 2186, 814, 447, - 1025, 392, 224, -809, -300, -318, 1425, -1093, - -595, -267, 1106, 187, -1093, 591, -23, -117, - 1109, 690, -910, -748, 923, -350, 1657, 362, - 97, 610, -977, -430, 1230, -14, 332, 1236, - 129, -3021, -781, -869, 34, -3683, 105, -1313, - 1066, -687, -207, -396, 1466, 1074, 739, 1730, - -1852, -415, -955, 676, -985, 40, 499, -1682, - 676, -184, -851, 967, 339, -1017, -1180, -863, - -323, 1720, 582, -1320, -15, 756, -69, 1807, - 141, -302, 1713, 601, -1532, -715, -416, -666, - -157, -232, -443, -1844, 430, -3786, -560, 12, - -2043, 2300, 151, 416, 202, 1051, 1447, -681, - 464, -1996, 676, -601, -1330, 283, 1711, 629, - -1122, 1344, 678, -724, 1011, 488, 299, 379, - 1508, 1729, -73, 944, 1336, 488, -277, 128, - 1255, -32, 101, -706, -332, 925, -511, 335, - -338, 2012, 1031, -41, -914, -793, 216, 27, - 60, 385, -1384, -1128, 332, -1413, 246, -523, - 642, -1238, 309, 1447, -659, 503, -847, -1131, - -1895, 413, -1060, -2125, 754, 808, -157, 331, - 256, -157, 1068, -649, 1155, -1121, -2294, -149, - 318, 346, 422, 794, 1077, -754, -2757, 1145, - 291, -673, -326, -169, -304, -326, 1424, -528, - -1173, 1387, -292, -1654, -1724, 1205, -176, -913, - -1534, 418, -836, 1621, -1168, 991, -198, -145, - -122, -646, -1588, -270, -1055, -1793, 929, -162, - 413, -546, -1400, 909, -217, 245, -242, 1542, - 234, -63, -121, 786, 227, -860, 1751, 327, - 359, 1945, -1608, 699, -2122, -1373, -161, 1508, - 799, 1342, 531, 179, -829, 691, -859, -763, - 163, -673, -104, -1242, -1735, 737, 1764, -207, - -469, 2083, -309, 728, 1423, 773, 344, -625, - 287, 1221, -995, 303, 303, -1270, -2550, -263, - -12, -127, -675, 1317, 402, 230, 882, 337, - 380, -92, 1511, 2815, -29, -401, 1307, -722, - 294, 1220, 1123, -566, -75, -1656, 864, -359, - 1090, 807, 1014, 908, -394, 139, -1149, -1447, - -995, -622, -131, 714, 654, -490, -517, 565, - 153, 1932, -582, 474, 579, -1137, -1691, 585, - -1626, 1207, 239, -678, 704, -118, -2548, 270, - 738, 143, 231, 802, 244, -324, 650, -874, - 177, 1728, 40, -517, -36, -345, 456, -1889, - 14, 1067, -1361, 1160, 91, 896, -433, -2186, - -285, 688, -855, -1356, -973, 66, 677, -969, - -378, 2253, 874, 578, -9, 936, 216, 983, - 712, 1277, -1527, 3324, 56, 459, 690, 945, - 2998, 620, -600, -243, 86, 1660, 1256, 305, - 816, 3661, -1127, 960, -1455, 726, 1049, 711, - 3230, -47, -1962, 1479, -915, 125, -930, 1748, - 1284, 1054, 45, 995, -166, -71, -1863, -537, - -936, -242, 72, 598, 1728, -119, -983, 1195, - 223, 1289, -1011, -886, -1445, -149, -167, 2, - 748, 194, 894, 1169, 407, 230, -291, 1019, - 2458, -1545, 560, 871, -402, -1067, -519, 865, - 251, 1087, -143, 1236, -1196, 832, -195, 1722, - 1027, -662, -691, -706, 61, -517, -1153, -514, - -1505, 517, -1270, -805, 63, 465, -1060, 1549, - 5, 1279, -614, -2229, 440, -81, -47, -2716, - 28, -1022, -744, 1312, 119, -611, -339, 514, - 174, -1430, 1133, 1414, 341, 823, 134, -691, - -2464, 1254, -596, -1837, -124, -1209, -892, 170, - 84, 338, -2412, 558, -600, -365, 1459, -10, - 427, -1500, -1084, 497, 139, -1553, 801, 1546, - 102, 291, 710, 88, -1271, 1170, 2360, -1241, - 1055, -200, -877, -93, -948, -453, -757, 390, - 194, -319, -167, 1660, -1186, 1449, -763, 1520, - 1099, -761, -1023, 361, 98, 2648, 725, 944, - 465, 865, 844, 247, 154, 942, -887, 1904, - 47, 1612, -134, -512, 1072, -1748, -744, 696, - 670, 630, -1622, 550, 41, -1118, -278, -685, - 1047, -206, 1417, 1850, 788, -151, -498, -822, - 1401, 131, 927, -573, -340, -403, 845, 605, - 1022, -54, -474, 1409, 326, -126, -307, 807, - -1923, 282, -1444, 857, -554, 53, -411, -530, - -2105, 648, 90, 1689, 28, 701, -1567, -508, - -1119, -956, -349, -328, -310, -264, -1069, -1049, - 1004, 563, -479, 700, 269, 54, 1285, -661, - 639, 1994, -181, -1388, 999, 1188, 1478, 26, - 335, 2335, -430, 1867, 1523, 466, -93, -357, - 1820, -656, 171, -1050, -751, -1151, 620, -478, - -1030, -341, 1534, -1127, -651, -1384, -1119, -608, - 1265, -608, -206, -783, -1583, 2, -289, -247, - -491, 314, 1416, 1229, 1769, -1326, -58, -118, - 1181, 1133, 1887, -292, -1497, 789, -942, -650, - 1660, -108, -1036, 227, 839, -813, -465, -1247, - 544, -294, -1269, -878, -614, 215, -740, 387, - 383, 612, 1016, 490, 26, -2074, 2346, -800, - -1171, -1004, 1051, 1732, -1349, 298, 1493, 641, - -1264, 365, -469, 300, 1738, -1453, -1302, -624, - -1472, 513, 181, 1210, -400, 1959, -322, 675, - 1635, -219, -1195, 108, -171, -499, 1918, -534, - 869, -555, -153, -973, 359, -1321, -392, 251, - 1268, -439, 494, -1095, 531, -1545, 1994, 489, - 825, 607, -1099, -469, -1280, 745, 1272, 1655, - 593, 228, -104, -579, 2106, -2032, 697, -851, - -227, -1453, 448, 604, 1772, -90, -89, 385, - 745, -1749, 969, -998, -1600, -933, 1855, 854, - -663, -376, 609, 1158, 554, 1288, -467, -966, - 1456, -994, -530, -87, 473, 515, -339, 519, - -1522, -713, -1036, -604, -429, 589, -959, -722, - -931, -493, 300, -1672, 1048, 116, -385, -200, - 641, 72, -999, 539, -1375, -1184, 812, -863, - -253, 794, 324, 638, -613, 293, -106, -1532, - 103, 619, 245, -862, -424, 474, 1002, -677, - 2316, -1241, 1123, -196, -683, 659, 566, -367, - -121, -542, -89, -236, 96, 845, -230, 36, - -1233, -220, -582, 43, 1294, -785, 482, -378, - -1098, 666, 58, -1359, -1154, -43, 272, 275, - -1469, -582, -755, -602, -948, 841, -617, 1422, - 2021, -425, 466, -709, 373, 520, -1186, -970, - -534, -797, 848, -348, -919, -1185, -227, 3, - -864, -1225, -222, 1263, 367, -613, -509, 268, - 775, -2, 265, -1506, 631, -65, 1045, 134, - -502, -829, 296, 1347, 694, -1228, -579, 162, - -2083, -1393, -1001, -2632, 601, 666, 1622, 1981, - -59, -573, 531, -200, -464, 968, 464, 1059, - -1743, -222, 1184, 471, 1117, 2292, 303, 653, - -322, -727, 916, -196, 2283, 1689, 1265, 2868, - 1053, -1359, 1346, -3473, -927, 493, 401, 38, - -1639, -1384, 114, -400, -72, -802, -90, -471, - 527, -404, 906, 92, -1506, -2549, -922, -961, - -664, -1240, -1224, -704, 3, -608, 1137, 573, - -431, -1777, -707, -956, 118, 514, 444, -1097, - -370, -429, 521, 503, 1531, 929, -1153, 372, - 118, -285, -380, -542, -335, 1410, 481, 178, - -219, -347, 663, -689, 419, 1207, -1356, 75, - 599, -42, -298, -293, -332, -473, -312, -791, - 55, 711, 144, -195, 581, 6, 881, -1966, - 992, -1705, 701, -135, -1860, 194, 555, 425, - -582, -516, 135, -1027, -223, -500, 255, 561, - 947, -516, -700, -805, 858, 219, -801, -295, - 910, -1040, 1095, 1501, 415, 1021, 340, 87, - -1105, -1030, -343, -1985, -426, 225, 757, 736, - -273, 241, -16, 234, 1404, 1050, 1008, -561, - 1633, 448, -704, -1071, 463, 1172, 967, 1571, - 1923, 1403, -357, -575, -699, -930, 399, -572, - 711, 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1134, 311, - -607, 527, 2447, -458, -781, 551, 967, -347, - 454, 588, 1287, -1030, 387, 110, 490, -1257, - 593, -1204, 1879, -255, 982, -208, -3107, -629, - -1572, -217, 339, -299, -1414, -1927, 605, 611, - -1534, -136, 1681, 633, -1096, -502, 457, -1448, - 670, -1067, -2094, -139, -535, -283, -1558, -966, - 1943, 1723, 935, 5, 699, -567, -919, -2704, - -1136, 2662, -1059, 705, 1923, -689, -932, 3028, - 623, -241, 516, -860, -844, -601, 1106, 306, - -172, -912, -4291, -286, -868, -1293, -2386, 1147, - -43, -256, 1180, -2165, 1483, 690, 1523, 512, - -83, 469, 2199, -6749, 2300, 403, -2121, 224, - -718, -6988, 1425, -1757, -1361, -4568, -83, -1706, - -860, 1691, -256, 376, -1489, -990, 2221, 369, - 881, -513, 971, -581, 725, 670, 251, 3096, - -729, 38, 492, 1292, -259, -816, 1746, 355, - 860, -1946, -419, 818, -317, -2219, -848, -1127, - 1494, -149, -723, 692, -175, 1204, -1472, 1539, - -2208, 744, 3830, -1325, -2484, 1497, 1010, 336, - -224, 308, -604, -1095, -1735, -1312, -443, -1779, 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552, - -10, 163, 1134, 1410, -2630, -1702, 849, -149, - 2678, 10, -236, -104, 1350, 751, -56, 1575, - 1046, 1433, 1316, -1001, -925, 922, 67, -962, - 904, -608, -518, 2066, -189, -2303, -393, 687, - -2265, -1126, 217, -559, 1680, -1643, -534, 2051, - 2025, -751, 987, -1922, 655, -1530, 1997, -397, - 497, 458, 1403, -2, 1585, 149, -805, -1019, - -314, 443, 118, -63, -707, -570, -701, -1412, - -1122, -3423, -1320, 255, -1985, -599, -117, 1310, - -219, -558, -760, 1055, 105, 753, 1053, 1930, - -555, -922, -772, -1169, -11, -86, -2019, -74, - 89, 508, 845, 270, -421, -735, 1375, 900, - 1156, -618, -528, 431, 1547, -122, -652, 89, - 1073, 100, -305, -1214, 1514, -1114, 1802, -351, - -1537, 3929, 567, -1457, -1124, -4245, -1869, 449, - -881, 1263, -679, -1011, 618, -621, 2246, 161, - 1383, -153, 1561, 853, -1953, 575, -897, -2316, - -283, 2661, -368, 1275, -1540, 145, 1073, -16, - -2111, -1325, 370, 14, 743, 889, -2315, 1329, - 1476, 510, 354, -1579, 1793, 1664, -672, -1773, - -534, -624, 609, 1331, 883, -121, 293, -498, - -247, 932, 929, 3565, 1279, -2440, 705, 2124, - -1485, -2902, -1565, -1353, -1782, -95, 2759, -905, - 1429, -681, -236, -1561, 230, -578, 2010, 1164, - -416, 783, 296, 723, 1868, 532, -37, -41, - -1229, -625, -788, -649, -968, 219, -951, -238, - 31, 1480, -383, 360, -1897, -96, -1047, 772, - 396, -1220, 109, 527, -3, 2348, 761, 2545, - -759, -1847, -1073, -275, -927, -950, -1858, 170, - -395, 1072, -877, 39, -209, 111, 1620, 105, - 866, -412, 878, 216, 1350, -141, 429, -1168, - 1909, 461, -1374, -42, 731, -698, 818, 1724, - 1372, 1318, 752, 1082, 853, -3957, 1273, -1821, - 42, 132, 94, 1055, 922, 1827, 1000, -1576, - 1090, 64, 408, 1034, -162, 1289, -290, -521, - 1919, 2083, -236, 1626, 435, -1437, 1510, -1217, - 484, 301, 627, -549, 1064, -1596, -50, -329, - 88, -674, 607, 2895, 846, 1692, -106, 235, - -176, 1247, 1569, -656, 1305, -566, 506, 293, - 1212, 693, -200, 293, 1284, 1343, -336, -36, - -33, 171, -486, -2551, -303, 1264, -491, 484, - 158, 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1211, -236, 1405, - 359, 1988, 810, -623, 707, 608, 2800, 611, - 1724, 1680, 291, 1159, -254, 1306, -596, -318, - -781, -175, 1946, 1194, -267, -1624, 1122, -1510, - 1403, 1617, 504, -817, 2087, -17, -1142, 1790, - -87, -550, 1868, 183, 162, -1056, 269, 100, - 952, -1142, 615, -784, 73, 1032, 800, -1110, - 466, -141, -7, 740, 1451, -768, -563, 1122, - -1145, -153, 198, 171, -191, -328, -338, -1166, - -946, 859, -1259, 146, 385, 372, 610, 296, - 402, 170, -1138, 903, -512, 960, 373, -836 +static const rnn_weight noise_gru_weights[12960] = { + -7, -25, 17, -35, -27, 32, -66, 13, + -17, -48, 43, -62, 22, 51, -22, 14, + 57, 57, 3, -30, -44, -38, -5, 38, + -102, 21, 34, -49, -6, -14, 41, -26, + -2, -45, 62, 43, 35, 0, 12, 38, + -9, 58, -3, -11, -12, 53, 0, -52, + -57, -69, 22, 77, 12, -33, 20, 0, + -11, -17, 39, 19, -6, 29, -23, -14, + -19, 41, 14, -106, 33, 56, -33, 90, + 58, 18, 60, 3, -6, 36, 5, -28, + 30, -9, -23, -33, -25, -4, 73, 19, + 28, -32, -12, 11, 9, -5, -36, -18, + 16, 39, 16, 13, -13, -5, 59, 25, + 18, -33, -6, -1, -18, -9, 52, -16, + -55, 58, -31, 9, -18, -46, 120, -25, + 124, 81, 11, 55, -43, 29, -34, 26, + -9, 30, -11, 26, -16, -26, -3, 52, + -8, -17, -65, -41, 0, 32, 11, 57, + -2, -22, -43, 26, -40, -3, -75, 35, + -36, -2, -22, 28, -107, 29, 43, -6, + -12, -35, -20, -56, -62, 18, 0, 40, + 37, 13, -3, -28, -97, -21, -77, -4, + -43, 67, 35, 46, 27, 4, 11, 37, + -4, -29, 26, 46, 34, -35, 5, -74, + 17, 6, 75, -89, -61, 16, -50, -2, + 8, -1, -43, -51, -35, -1, 81, 5, + 72, 65, -52, -23, 20, -28, 2, 29, + -50, -75, -3, -18, 1, 8, 27, -3, + 78, 32, -37, -38, 8, 14, 15, -9, + -28, -2, -11, 59, 27, -22, -63, 41, + -29, 37, 3, -19, 20, -17, -34, -35, + -76, -40, 38, 58, 34, -4, -9, 36, + 52, 22, 9, 17, 31, 59, 23, -36, + -7, -64, 10, -59, -4, 5, -4, -14, + -8, 59, 39, -31, -76, 43, 92, -22, + -5, -6, -55, -59, -30, -46, 38, 48, + -12, 2, -76, -48, 25, -36, 17, 5, + -26, -39, -48, -14, -8, 32, -2, -30, + -11, 13, -48, 3, 60, -16, -47, 3, + 20, -14, 7, -18, 19, 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-761, 166, 1361, 1240, -1103, -1983, - -4, -449, 436, 480, 670, -709, -1599, -1263, - 2064, 903, -596, -727, 1139, -211, -1740, 1400, - 113, 1294, -79, -1105, -254, 579, 681, -20, - 327, -1525, -800, 1467, 572, 1491, 601, 557, - 118, 145, -481, 54, -1656, -725, -1395, -2213, - 74, 341, 534, -1084, 1682, 615, 415, 1267, - -1842, -975, -1563, -1047, -256, 790, -72, 452, - 245, 341, -693, 442, 353, -966, -1406, -462, - -1817, -321, 1016, -897, -100, -804, -206, -1683, - -1294, -600, 1071, -665, 694, 2094, 462, 567, - -281, -1813, 1431, -172, 775, 143, 503, 2001, - -682, -130, 2141, 351, -227, 1330, 181, -948, - 1208, -304, -851, -680, 976, -677, -1633, -606, - 725, 964, -599, 1497, 1318, 1597, -790, 290, - 1316, -372, -188, 191, 103, 219, 1725, -388, - 1339, 1414, -343, -754, 610, 1789, 1197, 1856, - -317, -739, -973, -101, -703, 935, -672, -975, - -974, -731, -23, -2147, 731, 801, 480, -815, - -776, 657, 1140, 1542, 1750, -1225, 1427, -160, - -936, 546, -1391, -281, -984, -852, -203, -65, - 679, -1111, -1226, -1292, -4335, -1485, 578, 1807, - -38, -1204, -1417, -239, 1233, 23, -505, 235, - -1525, 587, -278, 24, 1242, -767, 210, -122, - -153, 455, -221, 410, 834, 249, -241, 827, - -737, 1768, -526, -202, -478, -170, -1891, 535, - -605, 1123, 150, 411, 465, 383, 1375, 516, - -82, -659, -117, 454, 384, 26, -25, 283, - 258, -1333, 784, 1641, -1010, 748, 2161, -413, - 1308, 362, 745, 1051, 516, -2259, 369, -1401, - -821, -119, -1468, 1618, -334, 110, -400, -114, - 20, 1119, 81, -566, 128, 985, 270, -55, - 677, 655, -976, -1039, 1025, 35, 159, -2005, - -716, -262, -661, 438, 67, -655, 1544, 804, - 295, 686, 769, -1412, -558, 141, 571, 544, - 731, 638, 1369, 3081, 1773, -446, -982, 107, - 2450, -582, -973, -222, 2240, 871, 342, -1827, - -368, 181, 901, -65, 540, 2505, 282, 705, - -710, 342, -848, 1119, -469, 843, 448, 126, - 1446, 555, 72, -588, 362, 352, 1971, -625, - 2883, -704, -2585, 834, 216, 1051, 1332, 368, - -1000, -211, 2532, 2227, 491, -111, -1031, -1090, - -560, 263, 1018, 702, 455, -466, -341, -547, - 1016, 1869, 382, 10, -241, -41, 453, 1224, - 436, 389, 459, -350, -358, 721, -294, -254, - -472, 492, 530, 624, 1100, -806, 1008, 403, - -549, 490, 404, 620, 817, -381, -94, 732, - 1104, -3882, 185, -1370, 43, 663, 2539, 128, - 1656, -516, 666, -460, -163, -718, 146, -1332, - -172, -1003, -413, -440, 813, -837, -1001, -2158, - 1080, 330, -74, 338, -841, -509, 220, -370, - 655, -2539, -315, -494, 1128, -3288, -227, -1290, - -828, -1358, 2908, -1138, -1337, -1759, -786, 997, - -44, -1757, -334, 34, -163, 416, -330, -278, - -747, 309, -335, -501, -261, -1074, 95, 823, - -825, 1055, 842, 122, 1131, 1954, 140, 95, - -993, 1034, 1567, 158, 103, 1029, 881, 606, - -942, 498, 625, 580, -402, 58, 160, -595, - 364, 1239, -2570, -299, 1815, 833, 1205, -647, - -374, -113, 207, 1568, 118, 2189, 521, -104, - 29, -346, 910, 150, 129, -97, -555, -1056, - -976, 1457, -597, -491, 1170, -657, 823, 748, - -41, 1175, 1140, 166, -108, 1014, 1164, 1196, - 513, 199, 443, 656, 1583, -600, -200, 1321, - -403, 144, -615, 671, 446, -754, 1161, 357, - 2428, -74, -1121, -106, -244, -264, 1874, 964, - 1329, -19, -960, -74, 2195, 2569, 518, -983, - 1539, -324, -2054, -865, 724, 4082, -184, 2582, - -946, 706, 748, 1266, 157, 752, 11, 44, - -849, -329, -2662, 613, -2204, 0, 1814, 2245, - -517, 961, -850, -1828, 1046, 609, 928, 1018, - 35, 1348, 527, -1758, 528, 1070, 1115, -632, - 211, 884, -1804, 40, 203, 1174, 622, 669, - -600, 914, -753, 653, -1281, -244, -184, 2384, - -1432, -1884, 980, -379, 578, -1550, -770, 1437, - 1386, -3621, -1193, 1258, 202, -863, -1278, 1506, - 1338, -734, -1624, -264, 1453, -336, 812, 803, - -103, -752, 727, -3254, 607, -2712, -519, -157, - -672, -1919, -1270, 361, -443, 312, -1304, 228, - 949, 988, 359, -28, 83, -153, 416, -427, - -252, 350, -106, 750, 326, 161, 702, -729, - 458, 1269, 788, -903, -299, -107, 2662, -657, - -16, 772, 515, 1036, -1906, -726, 1018, 1210, - 1838, -2362, 1141, -2363, -1084, 1629, -857, -684, - 138, 289, -2229, 6, 1821, 577, 608, -23, - 21, -618, 682, -2113, 159, 866, 606, 771, - 649, -999, -120, -498, 1085, -1565, -402, -247, - -442, -2561, 1325, -824, -454, -2509, -2198, -992, - -2161, -519, 818, 152, 297, -1959, 1411, 43, - -2217, -1789, -43, -203, 1200, 2877, -3272, -39, - 126, -642, -888, -1050, 1401, 1119, -83, -2059, - 758, 539, -775, 485, 1353, -385, 1202, 1333, - -365, 707, 1905, -29, -842, 1128, 318, -67, - 18, -1169, -987, 354, 1554, -603, 209, -122, - 331, -1615, -174, -51, -345, 535, -142, -37, - -999, -31, -510, 1335, -307, -603, 928, -282, - 1679, 225, -1048, -150, -571, -912, -187, -282, - -258, 223, 1049, -1142, 851, 528, -491, -327, - 29, -1551, -1496, 787, 206, -507, -105, 373, - -39, 799, 361, 632, 75, 1196, 476, 561, - 522, -114, -368, 1174, -944, 193, -973, 244, - 1015, 1491, 1130, 935, 1307, -397, -479, -663, - 1709, -218, -52, -343, -111, -167, -437, -19, - -1354, -1328, -118, -169, 676, 2600, -524, -320, - 1049, -664, -1401, 412, 431, -203, -1042, -534, - -1838, 442, -605, 137, 694, -1131, 265, -1268, - 807, 390, 1086, 1181, 455, -759, 2155, -1601, - 1221, -257, 2721, 1394, -55, 666, 232, 862, - -264, -3397, 351, 880, 2072, 806, 327, 475, - 634, -1030, 824, 55, -222, -1601, 182, -638, - 103, 342, 656, -1805, -349, 749, -974, 3367, - -1532, -1191, 883, -195, 1027, 81, 3792, -839, - 1353, -580, -1538, -366, -546, -1878, -359, -774, - 721, 371, -822, 356, -214, 374, 170, -1614, - 887, 579, -989, 225, -722, -987, 491, -251, - 2427, -496, -290, 317, -103, 802, 285, 1346, - -156, 224, -227, 817, 414, 430, 517, -1273, - 919, -2728, -909, -1527, 918, 487, 2052, -216, - -203, -1645, 1042, -608, -325, 1432, 32, 360, - 896, -373, -1399, 261, -518, -500, -18, 1965, - 756, -967, -726, 381, 1283, 378, -148, 268, - -1848, -938, -1054, 1122, -649, 161, 319, -719, - -488, 980, 1265, -2260, -947, -139, -1982, -911, - 377, 1807, 274, 95, -303, 450, -724, -329, - -329, 456, -590, -857, 886, 797, 128, -324, - 876, 1114, -1560, -1099, 189, 1236, -2185, -144, - -1052, 2160, -726, 70, -100, 359, -632, -2014, - -140, 1075, 1181, 715, -438, 1403, 248, -106, - -763, -86, 476, -237, 331, 1344, -1630, -94, - -496, -639, -850, -816, -2405, -136, 2035, 1536, - 1279, 492, -1060, -2481, 1766, -976, -215, 946, - -1384, -474, -156, -1137, -975, -2596, 141, -1581, - -629, -1065, -548, 644, 404, 241, -1488, 542, - 694, 1500, 623, -1576, -2232, 251, -31, -621, - 27, -569, -530, 400, 190, 241, 378, 775, - -171, -74, -504, 620, -676, -674, 778, -541, - -998, -972, 5, -564, -552, -21, -709, -676, - -610, -437, 570, 687, 359, -843, -1777, -1321, - 369, -506, -1287, -1143, 785, -658, 604, -324, - 1694, -449, -25, 1109, 263, -1133, -319, -1969, - 254, -934, 70, -149, 678, -948, -1369, -1257, - -582, 1125, -273, 963, -131, -705, -1234, -548, - 273, -382, 67, 780, -1209, 169, -811, 337, - 501, -144, 2273, 662, 609, -1041, -1862, -205, - -41, -54, -770, -619, 617, 1336, 2746, -482, - -385, 515, 115, 348, 328, -199, 1244, -604, - -1302, -1374, -1729, 430, -1169, 655, 347, -52, - 1029, 1437, -868, -100, -2851, -2378, 62, 1300, - 2404, -656, 465, -642, -184, 770, 1398, 598, - -885, -504, -96, -80, -967, 1249, 273, 758, - 1540, 1062, -779, -611, 1037, -329, -2066, 619, - 972, 192, -486, -496, 498, -1613, -632, 396, - -515, 382, 1122, -459, 742, 554, -334, -799, - 173, 100, 592, 380, 186, -111, 1269, 1041, - -78, -269, 106, 504, -406, 809, 10, -287, - -234, -148, -1384, -1172, -278, 1666, 1638, 1837, - -355, 241, 194, 179, 1635, 572, 709, -2303, - 2588, -1729, -1146, -461, 245, 403, -528, -792, - 1450, 512, -1357, -744, -742, -247, 3680, 1465, - -918, -35, -1428, 1167, 534, 1071, 443, 2032, - -343, -74, 1078, 814, 936, 541, -491, 381, - 3516, 22, 206, 965, 1030, 2265, 590, -884, - -1234, -638, 18, -458, -1143, 229, 2322, -553, - 664, -89, 2683, 127, 2258, -1974, 2134, 776, - -389, -1063, -1334, -1451, -217, -148, -753, -1440, - -76, 161, -459, -2191, 269, -783, -766, 1381, - 554, 1308, 285, -174, 2265, -1123, 802, 852, - -1215, 303, 2073, 788, -248, 321, -1238, 704, - -105, -203, -447, 792, -82, -698, 655, -78, - 389, -462, -225, 103, 1308, -411, 243, -240, - -731, 915, -811, 1918, 491, 205, 840, 1011, - 2361, 932, 1750, 1384, -1284, 87, 95, -586, - 1712, 352, -686, 509, 1203, -420, 2767, 217, - 212, -503, 1241, 1223, -1750, -2227, -2848, 223, - -544, 485, -944, -1440, 580, 842, -1304, -1909, - 1049, -1014, -1511, -585, -2179, 1110, -436, 37, - 838, 1791, -890, -1564, -383, 626, 936, -418, - -651, 359, -1156, -2821, -2628, 1251, -1650, -264, - 1451, 155, -3849, -72, 141, 1654, -759, 276, - -904, 116, 1304, 375, -1786, -714, -2963, -280, - -83, 410, -1723, 19, -842, -451, 1253, 24, - 565, 563, 609, 491, -1307, -449, -690, 227, - 296, -1030, -172, -406, 45, 1574, -1662, 2229, - 867, -1265, 2613, 1465, 365, -641, -1321, -623, - 134, 11, -811, 949, 572, 558, -27, 1170, - 1176, 1436, -578, 980, 662, -227, 427, -350, - 106, 111, 1189, -1888, -89, 539, -1477, 982, - 708, -522, 1095, 1125, -887, 2626, -466, -385, - 1726, -358, -466, -1021, -1285, 894, 1086, 395, - -1816, -642, -590, -990, 392, 79, -437, -2801, - -637, -609, 2223, 1269, 576, -282, -492, -223, - 445, 880, -130, -918, -862, -2052, 1267, -1444, - 67, 1065, 138, -1464, 886, 168, 1, -929, - -642, 2374, 1533, -2537, 925, -1374, -304, -1435, - 704, -1709, -471, -1045, 685, 806, 599, -325, - 773, -266, -499, 880, 1050, -758, -2246, -727, - 513, -1007, 747, 995, -227, -1673, 2850, -874, - 1574, 44, 9, 646, 618, -2806, 1061, -568, - -594, -1157, -150, 1348, 43, 1515, 1172, 209, - -505, -1180, -123, 289, -1401, 1081, 65, -26, - 850, -1667, -2316, 1009, -58, 733, 1066, 2561, - 982, 837, 266, 34, -1628, -359, 1318, 105, - 1344, 142, -28, 1267, -916, -1390, 1687, -908, - 440, 2196, 419, 204, 22, -1056, 263, -1513, - -109, 609, 264, -563, -714, 1455, 189, 1422, - -1020, -1738, -2319, 1029, -1109, -128, 846, 1276, - 1516, -924, 173, -667, 559, -415, 1480, 231, - 1206, -1195, -754, -557, 1205, 1285, -1633, 1429, - -55, 1675, 60, -109, 1021, -868, 1180, 340, - 141, -612, -981, 441, -1757, -244, -2013, -3323, - -241, 1043, 1511, 1325, 806, 1706, 457, -1625, - 2335, -2683, 1582, -2283, -1978, -175, 2167, 1176, - 827, 2643, 1002, 662, -249, 310, 2238, -2312, - 127, -866, -1409, -291, -1269, 769, 1066, 22, - -1002, 464, 75, -617, 1359, 1259, -324, 865 +static const rnn_weight noise_gru_recurrent_weights[6912] = { + -26, 4, -9, 62, 52, -33, -28, -66, + -44, 25, -40, -26, 30, 27, -62, -51, + 67, 49, 53, 1, 2, -57, -18, 37, + -32, -18, -18, 56, -18, -80, -10, -6, + 45, 22, 2, -112, -4, -23, 19, -5, + 70, -4, 48, 37, 105, 26, 45, 9, + 3, 19, -27, 46, 17, -9, -38, -11, + -45, 8, -35, -1, 16, -2, -7, -49, + 20, 34, -28, -26, -104, 35, 8, -5, + -20, 31, 66, -15, -124, -13, 35, 9, + -11, 8, -70, 48, -26, -28, -4, -4, + -45, -5, 2, -110, -43, 43, 112, -29, + -31, -23, -24, 69, 42, 32, -51, 9, + 73, 19, 91, -65, -41, 30, 26, 2, + -20, 53, -24, -27, 28, -84, -39, -50, + -14, -5, 6, -69, 127, -25, -32, 0, + 30, 1, -87, 48, -39, -49, 33, 24, + -32, 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-35, -26, 6, -70, -11, + -14, 50, 31, -56, 47, 12, -7, -15, + 20, -8, 43, 0, 13, 0, 39, -47, + -41, -25, 67, -30, 3, -23, 3, -33, + 7, 26, -17, 29, 28, 65, 76, 28, + -31, -34, -78, 28, 26, 63, -60, -74, + -17, -25, 10, 17, -111, 63, -18, -128, + 13, 28, 16, -14, -83, 10, -15, -21, + -24, 19, -43, 2, 10, 54, -67, -55, + -34, -22, -35, -48, -34, 22, -21, 18, + 25, 12, 16, -54, 8, -50, 2, -66, + -2, 14, 42, 36, 68, -20, 4, 1, + 9, 46, 42, 2, -52, 13, 43, -31, + 22, 38, 10, 5, -34, 33, 14, 36, + -43, 20, -4, 12, -44, -6, 29, 21, + 9, -1, 72, -51, 14, -18, 93, 5, + -5, -88, 73, -8, 13, -47, -16, -41, + 19, 8, -38, 67, 15, -28, 42, -86, + 22, 50, -23, 27, -4, 69, -10, -17, + 5, 39, 1, 20, 85, 41, 17, 26, + -43, 51, 84, 22, 112, -8, 15, 20, + -28, -29, 36, 0, -14, -51, 35, 14, + 2, -26, 8, 54, 10, 108, 43, -44, + -7, -33, -2, -21, -17, 76, -63, 32, + 48, -58, -8, -21, -33, 0, -15, 82, + -28, -75, -77, 29, 30, -33, -24, 9, + -13, -15, 65, 63, 8, 49, 13, -128, + -4, 115, 12, 14, 4, 10, -82, 38, + 50, 57, -4, -51, 47, 41, 111, 107, + 51, 19, 17, -41, 72, 27, -25, 47, + -51, -4, 56, 51, -101, 122, 82, -5, + 92, 14, 3, 77, -30, -26, -25, 12, + -83, 3, -48, 36, -18, -34, 91, 19, + -19, 32, 21, 66, 31, 61, 10, 49, + -33, 38, 98, 55, 60, 39, 81, -113, + -4, 95, 43, -44, -79, 24, -16, -49, + -11, 28, -38, 32, -26, 20, 43, -14, + -24, 22, -20, 6, 14, 10, 45, 53, + 7, 49, 10, -76, 35, 1, 35, -50, + -47, -91, 12, 56, -6, -30, 22, -7, + -34, -24, -2, -64, 94, -9, 76, 39, + 29, -90, -3, 44, 19, 20, 16, -47, + 30, 33, -11, 80, -29, -38, 30, -55, + -56, -23, -57, 78, -40, 110, -2, 32, + 11, 45, -33, 30, -33, -8, -13, -27, + 33, 27, -3, -20, 28, -72, -5, 37, + 9, 33, 35, -26, -10, 32, -49, 6, + 56, 9, -80, 38, 36, 56, -7, -4, + 54, -27, 21, 33, 42, 44, -45, 35, + 20, 75, -18, 58, 16, 22, -69, 21, + -12, 50, 23, -28, 1, 62, 34, -50, + -4, -36, 67, -16, 59, 11, 72, -8, + -12, 72, 43, 104, 45, 19, 91, 89, + 1, -14, -3, -39, -29, 0, -38, 48, + -5, -49, -17, 35, -57, -14, 0, 40, + -44, -22, 0, -23, -20, -19, 4, 33, + -51, 25, 5, -6, 38, 5, 24, -38, + -81, -17, 45, -24, -45, 23, -27, -11, + 27, -13, 39, 58, 9, 17, 37, 5, + -10, -24, -1, -115, 23, -19, 15, 21, + -4, 20, -46, -121, 14, -59, -66, 108, + 67, 13, -26, 71, -35, 36, -14, 4, + -127, -23, -72, 79, -83, -64, 21, 76, + 35, 12, -63, 7, -7, 84, 28, -17, + 20, -48, -14, 71, 59, 22, 36, -20, + 41, -2, -61, 24, 13, -79, -39, 8, + 22, -18, 21, -45, -93, -37, -55, 0, + -21, -19, -39, 60, 78, 0, -20, 50, + -24, -31, 40, 8, -34, 27, 29, 15, + -6, 71, -60, -75, 51, -18, -3, -116, + 21, 30, 78, 71, 96, -8, 22, -2, + 16, -9, -74, -34, -40, 4, 45, -44, + -48, 40, -75, -30, 23, 15, 50, 34, + -39, 16, -4, 18, 0, 38, -6, 12, + 24, 15, 75, -16, -22, -37, -15, -87, + -75, 42, -12, 34, 33, -56, -66, 15, + -32, 1, 23, -78, -7, -50, -7, -49, + -18, 30, 78, 9, 73, -18, 42, -16, + -50, -7, 14, -27, -60, 103, 24, 35, + -40, -24, 1, 41, 0, -13, -88, 6, + 4, -7, -56, -44, -35, -2, 17, -37, + -58, 126, -2, 1, 20, 24, -68, 8, + -58, 9, 52, 51, 11, 66, -1, -45, + 23, -34, 125, -24, -87, -24, 61, 25, + 13, 14, -4, -5, 21, 108, 50, -53, + -19, 64, 3, -5, -21, -44, 36, 0, + 0, 27, 25, -39, 75, 22, 55, -51, + -21, -13, 53, 39, 5, -27, 40, 63, + 80, 4, 5, 54, 54, 21, 57, 49, + 38, -21, 21, -52, 28, 64, 5, -2, + -6, 45, 13, 29, -24, 12, -11, -8, + -26, -35, 28, 9, 53, 94, -15, 44, + -23, 24, -21, 74, 7, 24, 2, 76, + -4, -14, -40, -10, -2, -5, 12, 19, + -23, -44, -8, 32, -76, 33, 27, 56, + 9, -73, -66, 50, 51, 108, -18, -23, + 42, -21, 57, 68, -56, -10, 43, 3, + 29, 12, -43, 47, -3, 59, 27, 2, + -14, 67, 65, -14, -56, 48, 1, 85, + 32, 50, -25, -9, -40, -8, -59, 12, + -28, 2, 57, 56, -43, -47, 23, 69, + 27, -15, -24, 88, -30, 21, 19, 8, + 19, 70, 27, -9, 23, 66, -12, -65, + 46, 72, -1, -41, 59, -9, -12, -12, + -32, -29, 23, 6, 50, 12, 72, 24, + -27, 15, -11, 24, 76, -101, 11, 60, + 59, 61, 32, 9, -3, 52, 77, 17, + -32, -4, 53, -17, -42, 46, -10, 67, + 7, -107, 85, 5, 2, -8, -42, 21, + 3, -11, -50, -51, 33, -23, 27, 1, + 20, 12, 59, 27, 5, 55, 27, -8, + -16, 8, 33, -32, -42, 6, 19, 3, + -8, 31, 4, 52, -25, 49, -80, -26, + 11, -2, -42, -15, -49, 43, 0, -15, + -6, 48, 26, 39, -30, -32, 36, -91, + -86, 10, -84, 36, 22, 3, 67, 25, + 95, 22, 27, 23, -26, 5, -24, 9, + 40, 40, 3, -24, -40, -28, 21, 71, + -2, -25, 15, 36, -4, 0, -20, 97, + -9, 19, 25, -3, 73, -22, 26, 4, + 6, 30, -33, -12, 29, 104, -19, -26, + 36, 0, -39, -21, -26, 13, 26, 14, + -44, -36, -55, -4, -29, 26, 106, 26, + 24, 10, 26, 63, -7, -18, 11, 4, + 22, -18, 15, 39, 6, 40, 79, -67, + -1, -12, 56, -1, 0, -22, -37, 85, + 7, -2, -21, 33, -55, -2, -34, -46, + -25, -18, -25, 0, -32, 45, 20, 106, + -20, -1, 44, 38, 40, 35, 17, -1, + -18, -51, -21, -1, -22, 5, 11, 13, + -20, 3, 46, 49, -52, 47, -68, -46, + 58, 1, 38, -12, 7, 57, 17, -2, + 48, -13, 1, 21, -89, -38, 30, 39, + 28, 30, -19, -8, -16, 27, -30, -7, + -105, 6, -38, -8, -1, 37, -24, -95, + -16, 16, -31, 10, -45, -14, 38, 39, + 36, -29, -15, 39, -34, -53, 25, 19 }; -static const opus_int16 noise_gru_bias[144] = { - -800, 1869, 1447, 1212, 648, -135, 111, -451, - 367, -761, 1493, -177, 1670, 402, 1985, 1696, - -545, -13, 1399, 1822, 850, -744, 209, -1107, - 936, 703, 67, -1026, 287, 7, -828, 152, - 528, 492, 1561, 379, 549, -75, -113, 210, - 1036, -1574, 504, 788, 49, 173, 1168, 429, - 821, -647, 177, 194, -662, 537, 1013, -575, - 261, -145, -639, 3, -168, -250, 407, 735, - 1195, 562, -242, -874, 220, 405, -582, 536, - 390, 209, 68, 275, 873, 828, -341, 266, - 654, -755, 127, -1250, 1130, 126, 1410, 0, - 1275, -518, 377, -455, 480, -217, -604, 540, - 1526, -1492, 132, -142, -836, 1099, 886, 414, - 839, -302, -344, 923, 851, -62, -34, -395, - 1035, -183, -1115, -1741, -112, 655, 205, 319, - 384, -951, -646, 1146, 266, -205, 1893, 1020, - 713, -1754, -121, -1484, -34, -134, 164, 835, - -618, 150, 798, -415, 662, 745, -276, 638 +static const rnn_weight noise_gru_bias[144] = { + 19, 1, -51, -53, 57, 13, -72, -70, + -22, 15, 44, -68, 7, 14, 27, 26, + -24, 94, -128, -12, 62, -41, -13, 34, + 81, 36, -27, 1, -91, -5, 14, 10, + 3, 22, 26, -113, 14, -39, 61, 11, + -1, 33, 1, 38, 37, 87, -5, -50, + 14, 63, 4, 58, -32, 66, 32, 55, + 44, 2, 42, 51, -41, 0, 0, -6, + -2, 27, 14, 7, 23, -41, 20, 64, + -5, 42, 0, -7, 43, 23, 56, -25, + -20, -55, -30, -13, 4, 22, -4, -16, + -77, 42, 37, -8, -14, 54, 53, 20, + 24, 15, 44, 38, -51, 38, 26, 36, + 33, 21, 5, 1, -28, -8, 2, -24, + 43, -37, 5, 62, 41, 35, 7, -25, + 18, 9, 37, -12, 31, 10, 6, 2, + 24, 10, -3, 61, 20, 4, -8, -30, + -3, 64, 14, 8, -11, -11, 19, 42 }; const GRULayer noise_gru = { @@ -3122,7609 +3122,7609 @@ const GRULayer noise_gru = { 90, 48, ACTIVATION_RELU }; -static const opus_int16 denoise_gru_weights[32832] = { - 683, -512, 1151, -970, 772, -119, 11, 510, - 361, -1005, 402, 532, 731, -328, 1094, -2558, - -461, -1684, 311, -528, -2324, 723, -52, -1895, - -552, -83, 319, 592, 908, -455, -683, 238, - -1041, -251, 412, -656, -366, 775, -682, -1556, - -1525, -1068, -186, 112, 259, -1036, 1770, -392, - -106, -1072, 894, -586, 588, 76, -479, -399, - 225, -1212, 126, -1097, -784, 483, -1731, -927, - 503, -809, -305, -173, 1200, -558, -529, 1364, - 280, -756, 5, 759, 115, -1062, -188, 398, - -1480, 577, 201, -1282, 208, 1025, 182, 255, - -2003, -360, -374, 509, 917, -324, 34, 618, - -427, 1792, -404, 416, -867, -308, -13, -77, - -550, 220, 1218, 826, -197, -769, -371, 949, - -655, 59, 886, 745, -40, -790, -958, -824, - 430, -1643, -1044, -1227, -333, 442, -202, 452, - 37, -408, -48, 733, -287, 596, 185, -1830, - 479, 1390, 558, 44, 1065, 745, -397, -378, - -215, -604, -673, -880, -551, -85, -214, 583, - -1280, -514, -379, -262, 500, 358, 854, -89, - -1126, -1633, -874, -508, 156, -421, -440, 66, - 138, 74, -20, -105, 1070, -913, 554, -603, - 236, -589, -650, -892, 652, -65, 794, 712, - -371, 451, 712, 1341, 470, -851, -94, -348, - -861, -471, -263, -146, 207, -1337, 568, -1045, - -701, 298, 489, -1049, -694, 813, -623, -779, - -285, -441, 446, -1253, 616, 613, 840, 21, - -721, 451, 95, -1144, -1467, 782, -183, -697, - -922, 1648, -281, 439, 406, -447, -181, -208, - -487, 384, 389, -387, -190, -526, -371, 368, - -260, 152, 1067, -759, -33, 262, 1465, -380, - 14, -716, 1478, -660, 276, -704, 289, 548, - -793, 569, -836, -70, -93, 611, -12, -1624, - -311, 303, 706, -274, -80, -549, -41, 608, - 444, 733, 250, 738, 1777, 934, -787, 1265, - -865, 365, 1338, -689, -983, -46, 1198, -1, - -635, 729, -123, -555, 472, 1196, 1516, -338, - -729, 1116, -31, 952, -920, 272, 80, 830, - 126, 152, -346, 963, 104, 263, 1064, 369, - -594, 968, 1085, 51, 265, -513, 626, 507, - 914, -155, 45, 626, -170, 542, 309, 606, - -83, 687, 1469, -153, -213, 232, -108, -995, - 178, -274, -714, -565, 244, 236, -171, 709, - -616, -762, -637, -220, 546, -447, 144, -1072, - 835, -907, 36, -135, -79, 744, -294, 825, - 127, 834, 1429, -104, 206, 967, 599, 951, - 861, -272, -198, -122, 629, 1234, -62, 343, - 204, -547, 361, 81, 1235, 588, -90, 867, - -381, -456, -812, -740, -1548, 977, -491, 810, - 821, 559, -619, -679, 650, 480, 147, -895, - 110, 849, -533, -878, 615, 208, 335, 767, - -1943, 1027, 1149, -480, -12, -576, 446, 101, - -1629, -338, -566, -546, -900, -287, 492, 257, - -804, -1117, 444, 219, -43, -301, 498, 169, - 877, -11, 174, -755, 432, -534, 493, 537, - -478, 364, 1268, 594, -148, -370, -1039, 226, - -228, 1847, 303, 435, 568, 485, 119, 854, - 1439, 26, 628, -368, -916, 1303, 738, -56, - 1219, -312, -163, 375, 470, 354, 808, -919, - -603, -1142, -173, -224, -971, 729, -732, -516, - 852, 576, -844, 415, -380, 664, -827, -11, - 0, 438, -646, 366, 1074, -538, 505, -55, - 1233, 122, -49, 46, 607, 77, -673, 505, - -172, -802, 680, 681, 284, -813, 1176, -343, - 929, -898, 533, 347, -199, 1002, -669, 723, - 1054, 24, 1061, 845, 1054, 475, 109, -810, - -548, 302, 790, -159, -14, 416, -143, -532, - 664, -1320, -2314, 1146, -670, -256, 506, 1011, - -451, 116, 380, 1364, -453, -506, 83, 950, - -1468, 656, -319, 571, -496, -962, 465, -135, - -1133, 309, -976, 154, -16, -1147, 1332, -1563, - 789, -236, -1159, 918, 569, -429, -459, -462, - 701, 366, 380, 225, 547, 943, -280, 605, - -49, -931, 419, 525, 599, -1104, 529, -1002, - -250, 1187, 723, 222, 1563, 277, 844, 1250, - 122, 475, 836, -426, -453, 373, 744, 784, - 1671, 921, -576, 1299, 2104, 689, -485, -1369, - -280, -219, 723, 811, -793, -1120, 104, -647, - 677, -326, -21, -1560, 228, -319, 573, 246, - 856, 711, -65, -503, 211, 475, 1516, 925, - -11, 225, 682, -251, -86, -323, 274, 547, - -204, -752, 1099, 186, 465, 364, -42, 144, - -439, 261, 1311, 647, 1102, 912, 100, -804, - -439, -1024, 1908, 867, 886, -63, 270, -436, - -794, 1416, 123, 68, -1284, -522, -510, 1347, - 478, 339, 97, -863, 1050, 187, 1006, 163, - 270, 1524, -996, -688, -17, 1098, 473, 835, - -374, -527, 204, 375, 1014, 195, -160, -207, - 9, -152, 141, -270, -356, -214, -164, -135, - 280, 473, -668, 66, -1480, 782, 619, 339, - 533, -326, -61, -174, -525, -399, 1041, -216, - -67, 342, -508, 1014, 55, 328, -872, -1213, - -107, 699, 1066, -600, 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-1904, -738, 1969, - 343, 463, 1991, 211, 162, -3285, -313, -589, - -693, 2641, -1578, -2391, 1516, 420, -118, 1178, - -91, 443, 1528, 490, 1216, 327, -683, 915, - -529, 967, -160, 96, 1057, -2456, -712, -559, - 699, 934, -191, 1845, 1068, 1492, -597, 507, - -293, 419, 2758, -662, 1811, 1802, -1411, -433, - 3458, -331, 25, 311, 622, 720, 92, -1534, - 284, 763, 1164, 644, -1950, 851, -2154, -104, - 688, 2510, -795, -124, -1008, 711, -695, 1900, - 598, -129, 761, -1114, 407, -1005, 943, 2418, - 518, 132, 2387, -927, -194, 2896, -1051, -140, - -1433, 547, -345, -995, 884, -529, -485, -1015, - 1057, 846, 263, -1287, 2366, 851, -151, 652, - -1516, 1592, -21, 2017, 40, 2871, 22, -1045, - -727, 381, 215, -122, 587, 815, -376, 350, - -750, -195, -357, -1370, 251, 669, 1238, -36, - -96, -511, -85, -724, -909, -227, -613, -247, - 601, -2, 558, 526, -1090, -82, -552, 132, - -1864, 244, -2318, 231, -689, 100, 680, -138, - -255, 200, 199, 591, -492, -717, 1595, 1900, - 330, -198, 291, 869, 803, 352, -20, 2375, - -1085, 684, 452, 185, 229, -1291, -598, 1269, - 1332, 4, -23, -192, -250, -1229, -374, 334, - 292, 535, 173, 697, -77, 1663, -806, -702, - 61, -40, -936, -248, -88, 2571, 321, 702, - 244, -540, 1652, -113, -817, 1023, -542, 1182, - 1172, 1110, -1703, -2943, 20, 784, 2748, 927, - 1895, -373, -458, 2647, 1083, 2836, 1627, 295, - 1075, -1915, 1370, -354, -183, 10, 3118, 138, - 1067, 4395, 422, 552, 73, -1058, 1308, 693, - 2380, -339, 1732, -328, 2238, 671, 1950, 13, - -1387, -954, -563, -420, -1758, 938, 2634, 3484, - -1447, -392, -1008, 369, 2905, 538, -128, 949, - -1008, -402, 404, 74, -1615, -599, -521, -2075, - 293, -1296, 1668, 512, -2230, 265, 821, 5417, - 2305, 2492, 108, -1440, -1587, -2461, -795, 1737, - -604, 1600, 2673, -191, 3100, 1777, 447, 1526, - 572, 3868, 851, -2291, 1019, 2845, 479, -8, - 2486, 1307, 321, -1415, -2814, -512, -2984, 949, - 18, -2679, -249, 939, -1543, -1491, -1389, -2524, - 4059, 1092, 832, -1650, -974, -796, -1376, 2174, - -413, -3268, -4187, -2474, 2764, 269, -1244, -4369, - 3525, -172, 583, 560, 458, 793, 2039, -1381, - -743, 390, -206, 607, -1410, 661, -997, -800, - -137, 2588, -1179, -43, 1206, -48, 1312, -1, - 455, 842, -2691, 5601, -1668, 55, -2007, 2935, - -424, 895, 4272, -646, -1458, 3147, 2539, -901, - -909, -2222, 800, -664, 1032, -607, 1097, 615, - 380, -712, -1410, -1622, 701, -925, 862, -2544, - 951, 167, 204, 2532, -821, 1441, 36, 1662, - 829, -433, -2, -4987, -373, 1055, 3182, 399, - -744, -2057, -367, -2068, -255, 927, -362, 1012, - -1638, 208, -238, -1044, 293, -133, -750, -1203, - 0, -2229, 176, -777, -668, 598, 1664, -1170, - -1394, 1456, -3585, 3883, -2084, -505, 2847, -350, - 823, -137, -515, -553, 427, -45, -1058, 388, - -221, 2124, 587, 1112, 1387, -1328, -462, 1111, - 1471, 778, 1215, 475, 2267, 660, -588, 2272, - -196, -130, 583, -1419, -303, -22, 684, -126, - 628, 726, 416, 115, -426, -95, 226, 1796, - -189, -655, 1766, -491, 874, -1334, -3, 903, - 795, -934, 1521, -384, 134, -561, 741, 181, - 250, -1050, 266, -2510, -1191, -541, 435, 547, - -1536, 1397, -448, 4110, 851, -663, -2022, -1325, - -1650, -2382, -1006, 368, 794, -80, 19, 3259, - -2327, 1578, 123, -216, 2157, -882, 948, -661, - 1410, -945, 445, 1700, 867, -83, -1799, -65, - 1035, 510, -430, -744, -1378, -70, 2493, -2343, - -868, 2043, -2055, -358, -1076, 1658, -545, -486, - -162, -627, 2443, 31, 298, 983, 782, -559, - -222, 1129, -148, 1747, -1148, 1821, 639, -1403, - -1060, 1765, -640, -1748, -867, 777, -326, 2013, - -2784, 1207, 305, -1454, 3137, 1684, 414, -1118, - 12, 2441, 1805, 1001, -2683, 1743, -293, -1566, - -41, -910, -449, -1422, -851, -309, -800, 4418, - -999, 622, -887, 269, 539, 5456, -479, -95, - 3904, 672, -886, -704, 217, -956, -1343, -1368, - -139, 1479, -149, 388, -939, -969, -450, 999, - -3666, -292, -790, -1194, -826, 151, 822, 1080, - 836, -198, -797, 272, 884, 857, 1726, -737, - 96, 2183, -16, -816, 1272, -88, 507, -986, - 648, 518, -2189, 2614, 314, -2409, 264, -841, - 522, 1586, -1619, 589, 464, 443, 3815, 892, - -955, -454, 1197, 513, -382, -245, 1131, 1075, - -1785, -95, 2465, -1563, 1785, -3289, 485, 1024, - 543, -354, 1175, 1090, 1020, 172, -1199, 803, - 680, -783, 397, -2452, 792, -57, 710, -1843, - -414, -480, 228, 1880, -1346, -480, -268, -1172, - 830, 1554, 403, 663, 85, -175, -1756, -1518, - 882, -156, 2240, -694, 724, -284, 1853, 135, - 1539, -936, 1441, 863, 897, 344, -1920, -1033, - 147, -134, 498, 52, 631, 558, 752, -705, - 308, -60, -448, -734, -285, -971, -606, -2019, - 691, -350, -810, -759, 731, -1510, 267, 2264, - -152, -551, -1832, 2172, -459, -1255, -372, 1487, - 3, 1319, 324, -437, 121, 38, -1171, 339, - -1830, 1398, 1853, -434, 39, -3707, -250, 1660, - -399, -308, -1983, 174, 287, 103, -459, -1953, - 3159, -548, 118, -935, -33, 134, 633, 409, - 628, -1830, -505, 602, 1429, 881, 1940, 2730, - -2698, -770, -1386, -159, -1572, 443, 796, 983, - 637, 801, -1423, 359, 1887, -258, 1927, -778, - 1001, 869, 1227, 673, -2230, -94, -304, -109, - -577, -1129, -609, -772, -2083, 575, 1015, -1048, - -98, -1219, 3563, -1090, -1242, -778, 638, 734, - -545, -31, 3201, 133, 556, 1855, -1663, -2095, - 949, -1017, -3154, -372, -790, 982, 423, -1524, - -879, -633, -1167, -840, 340, -1018, 726, 931, - 763, -226, 445, 512, -1611, -1159, -22, 194, - -2068, 1162, 1681, -2111, 844, 470, 978, -562, - -332, -1282, -2775, -88, 1126, -120, 217, 4025, - 805, 2607, -732, 426, 1423, -994, -733, 94, - 2157, -1492, -810, -127, 1081, 320, 376, -2514, - -525, -527, -2427, 151, 1074, 1395, 270, -731, - -2510, 2114, -1075, -606, 141, 1280, 100, -122, - -1993, 101, 260, 1110, -15, 283, -478, -1280, - -250, 2369, -921, 333, 772, 987, -801, 844, - 248, -159, -1541, -666, -43, 392, 553, -793, - 406, -569, -335, 1276, 443, -555, 2771, 183, - -1187, 1422, 875, -1513, -606, 72, -477, -1045, - -67, -469, 504, -1615, 991, -907, -302, -447, - -1566, -541, -721, 2835, 1158, 715, -784, -547, - -1082, 1572, -170, -1330, 450, 292, -671, 408, - -2237, 3313, 360, -455, -1177, 412, 1023, 72, - -1414, -923, -76, -1782, -641, 569, -2925, -484, - -605, -628, -367, -545, -695, 269, 604, -22, - -1767, -295, 2097, 3412, -325, 1630, -1595, 1024, - -209, 353, -141, 12, 44, 605, 436, 1894, - 1334, 1488, 367, 325, -142, -29, 538, 1775, - -834, 599, -897, 291, -285, 444, -148, 1825, - 437, 879, -314, 859, -206, -835, -197, 626, - -683, 1493, 1582, -267, -531, 752, 332, -440, - 510, 321, 866, -1024, -389, 402, 145, 737, - 53, 193, 3055, -132, -230, -259, 631, 1141, - 1694, -111, 463, -36, -1307, -1346, 383, 1804, - 548, -851, 414, 690, 2072, -413, -1810, 762, - -736, 2013, -578, 1363, 1007, -71, 2395, -1844, - 1026, 920, 773, -497, -131, 1339, 2881, 537, - 708, -919, -649, -129, -1532, 199, -106, 3038, - 525, -952, -172, -273, -3338, 721, 1023, 446, - -198, 1188, -1669, 206, 1147, -1023, 629, -543, - -556, -2189, 2218, 2843, 1502, 433, -544, -2074, - 128, -532, -918, 1233, -707, 2137, -10, -2159, - -605, 1501, -913, -2020, 1033, -2813, 851, -3217, - 1153, 437, -1605, 92, -785, -837, -146, 719, - 366, 1429, -1766, -334, 371, 692, -341, -1067, - 586, 674, -1891, 1123, -2248, 7, -1482, 4780, - 1149, 797, -1248, 108, 320, 108, -507, -2567, - 144, 589, -562, -1160, 335, -83, -567, -2585, - 1252, 542, 248, 1260, 1007, 724, -115, -1981, - 1089, 1618, -680, -359, -992, -18, 1062, -60, - 1450, -37, -1237, 1211, 129, 81, 2714, 520, - 1016, 1780, -138, 640, 283, 95, 343, -1493, - 541, 1577, 317, 968, 184, -3072, -1404, 1885, - 161, -940, 1572, -388, -645, -1658, -939, 577, - 839, -356, -172, -1034, 548, -828, 2416, -193, - 1472, -1091, 58, -1919, 429, 99, -263, -1517, - -475, -3381, 500, 1345, 652, -505, 397, -8, - -244, 2727, 2, 378, -331, 47, -698, 419, - 2120, 17, -125, 1458, -348, -716, -139, 248, - -327, 1520, -61, -3048, -331, -403, -2612, -323, - -145, -899, -633, 202, -332, 90, -1050, -852, - -468, 856, 2138, 3053, 1549, 896, 316, -616, - -240, 364, 238, -818, 101, 830, 816, 1037, - 1566, 1229, -226, 182, 570, 620, -451, -349, - 184, 999, 59, 662, -1799, -574, 1200, 2604, - 27, -244, -1354, -1688, 1723, 244, -317, -7, - 621, 1001, 358, 810, 1014, -3616, -59, 714, - 651, -106, 753, -911, 399, 1352, -51, -111, - -73, -1696, 2116, 102, 213, 1331, -29, -952, - 193, 928, 275, -319, 819, -1075, 1297, -224, - -238, 347, 404, 1477, -630, -268, -183, 738, - -622, -768, -352, -239, -819, 240, 646, -63, - -186, 22, 1032, -572, -1319, 47, 578, -213, - 518, 517, -465, 840, -1351, 485, -457, 107, - -314, 106, -275, -160, 641, -1521, -622, 1562, - -79, -806, 253, -251, 815, 1823, -498, 454, - 4191, -101, -885, 175, -241, 618, 559, 6539, - -670, -34, 214, -150, -377, 748, 158, -182, - 1029, 608, 981, -221, 619, 971, -127, -108, - 839, 1318, -669, 706, 562, 283, -608, 814, - -404, -413, 4813, 738, 733, 566, -962, -153, - -331, 1182, 63, -424, -686, 233, -2529, 124, - 534, -334, -327, -709, -341, -1996, 399, 1075, - 802, 675, 662, -18, 239, -467, -11, 514, - 27, -222, -255, 1935, 433, 1032, 634, 1074, - -192, -1246, 20, -91, 33, 1105, -476, 524, - -212, 385, 67, 973, 324, 15, 267, 426, - -30, -21, 432, -264, 297, -785, 799, 202, - -182, 59, -1167, 1322, -172, -507, -149, -1460, - -21, 674, -203, 364, 56, -751, 1555, -19, - 481, -403, 629, 325, -423, -188, 1851, -245, - 394, -198, 585, -106, 750, -619, 496, 150, - 285, -1919, -387, 178, -527, -466, 672, -360, - 156, -1180, 71, -969, -211, 435, 180, -429, - 258, 446, 98, 1026, -306, -331, 73, -123, - -134, -770, -78, -1244, -492, -22, -1197, 142, - 55, -685, -145, 419, 438, 342, -151, 115, - -194, -217, 113, 838, -538, -179, 227, 652, - 58, 7, -76, -68, -143, 52, -21, -336, - 337, -347, 256, 173, -183, 220, 221, -282, - 1596, -11, -896, 299, 216, 499, -616, 3161, - -412, 260, 250, 81, -266, 542, -282, -73, - -232, -411, -394, -278, -406, -430, 1184, -19, - 27, -376, 391, 428, 201, -359, -87, -27, - 300, -205, 1766, -127, -304, -166, 38, 206, - 982, 1078, 404, -843, 325, -384, -1078, 883, - -1341, 36, -375, -661, -1130, 264, -43, 770, - -161, 334, 175, -378, -326, -45, -773, -533, - 201, -418, -405, -453, 31, 749, 195, 341, - -1451, 97, 371, -437, -706, -111, -1120, 1586, - -59, 844, 616, 335, -532, 1441, -1125, -1651, - 865, -333, 2126, 277, -49, -553, -1620, 608, - 533, -258, -374, -3715, 372, -894, 100, -1069, - -1255, 629, 406, -874, -427, 938, -180, 1241, - 82, -803, 840, -308, -418, -273, -1643, 38, - -395, -2524, -566, 266, 665, -1346, -2428, 2267, - -86, -227, 1946, 853, 1142, 441, 534, -85, - -982, 2074, 1910, 43, -388, 635, -2003, 72, - -1347, 1102, -591, -868, -1170, -501, -1386, -904, - -783, 1328, -19, 1114, -851, -264, -291, -227, - -231, 788, 132, -399, -1172, -1796, -251, 869, - 194, 1119, -867, 346, -832, -2673, -1805, -2945, - -147, -640, -90, -128, 180, -331, 1311, -720, - 546, 487, -1477, 503, -353, -1971, -269, 654, - 765, -924, 286, -625, -1278, 395, -821, -200, - -1157, -695, -1287, 56, 931, -24, -360, -1308, - -692, 722, 484, -248, 307, 1396, -363, -134, - -640, -290, 181, 330, -1277, -430, -1524, 376, - -309, 409, -543, 550, 275, -172, -1039, -1626, - -486, 508, 51, -790, -121, 259, 268, 195, - 538, -76, -53, -553, 25, 299, 276, -375, - 653, 866, 853, -242, 81, 50, -363, 130, - 235, 112, -694, 119, -922, -29, 150, 75, - -282, -387, -487, -601, -1015, 590, 269, -288, - 81, 90, -267, -309, -442, -172, 368, -1003, - 142, 23, -367, -116, -19, 92, -465, -49, - 804, 676, 1955, 83, 201, 244, -510, -183, - 724, -17, 296, -402, 383, 322, -278, -588, - 168, -1222, 146, 343, 304, -420, 50, 392, - -278, -1451, -58, 1861, 218, -290, 114, 135, - 373, -432, 545, 154, -7, 482, -507, -127 +static const rnn_weight denoise_gru_weights[32832] = { + 54, -19, 8, -19, -30, 68, 42, 43, + 8, 21, 25, -17, -29, -6, 32, 42, + -1, 65, -31, 36, 28, -18, 21, 23, + 12, 6, -4, -3, 18, 22, 21, 0, + 4, -14, 9, 30, -43, -31, 33, -18, + 28, 57, 43, 44, 55, 0, -13, -36, + 18, -18, 23, 23, 4, 38, -8, 42, + -4, -19, 3, 9, -8, 3, -48, 17, + -4, -41, 4, 9, 18, -16, 0, 3, + 41, 4, 64, 11, -22, 21, 13, 7, + 33, 7, 66, -76, 53, 0, 5, 86, + 42, -68, 12, 24, -37, 16, -11, 15, + 38, 39, 33, -7, -18, 17, -13, 18, + -10, -30, 40, 24, -9, -30, 17, -71, + -46, -8, 14, 20, 44, -19, 46, 8, + -18, -17, -14, -4, -31, -35, 29, 26, + -31, -9, 9, 1, -7, -14, 30, -18, + -7, 18, -14, 18, 16, -20, 19, 31, + 28, -16, 21, 15, 10, 64, -48, -56, + 15, -21, 2, 23, 22, 40, 39, -7, + 26, -11, -37, 18, -19, 6, -30, -38, + 8, 46, -19, -4, 9, 39, 16, -9, + 10, 26, 15, -3, -14, 63, 45, -4, + -34, 17, -26, -16, -8, 20, 2, -11, + -39, 22, 32, -16, -13, 6, 5, 4, + 16, -3, 21, -4, 34, -31, -4, -10, + -36, -4, 20, 34, 52, -17, 22, 10, + 7, -14, 22, -4, -2, 10, -34, -1, + 24, -18, 25, 18, 34, -25, -16, 22, + -7, -14, 20, -8, 1, -2, -15, 18, + 5, -2, -20, -59, -20, 29, -14, 18, + -50, -18, 10, 5, -12, 5, -3, 18, + 0, 4, 23, -14, 34, 26, 27, -4, + -3, 1, -17, -35, 0, -2, 22, -1, + -8, -21, 16, 3, -30, -11, 30, 1, + -11, -4, 36, -5, -22, -34, 26, 0, + 78, -8, 62, 18, 25, 97, -77, -31, + 64, -15, 45, 55, 8, 1, 12, 11, + 49, 41, 63, -31, 20, -25, -30, -35, + 75, -25, 6, 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-8, -2, 23, 3, 15, + -1, -2, -4, 3, -1, -6, 1, -3 }; -static const opus_int16 denoise_gru_recurrent_weights[27648] = { - -1680, -2878, 923, 698, -913, -942, 1399, 1539, - -274, 632, 395, 410, 609, -758, -2661, -231, - 178, 207, 752, 254, -1027, -318, -327, -79, - 637, -1981, 1034, 973, -1209, -269, -3600, -1080, - 505, 307, -1822, -5277, -2030, -1885, -843, 861, - -989, 1407, -1033, 357, -2855, -1316, -3186, -1108, - 225, -537, -2663, 65, 100, -1328, 198, -278, - -62, 211, -2418, -237, -558, -18, -2346, 781, - -250, -1070, 121, 317, 942, -880, -1112, -1660, - -3411, -1454, -1629, -1323, 121, -1781, -547, 179, - -716, 212, -137, -1452, -38, -646, 489, -488, - 602, -1213, -1481, -58, -2419, -2435, -895, -209, - 101, 146, 330, 419, 2218, -2320, 571, -765, - -268, -364, 2442, -400, 342, -62, 593, -146, - -368, -2244, 629, 660, -407, 1407, 106, 2281, - 688, -753, 265, -1598, -466, -820, 162, -954, - 661, 703, 1231, -171, -668, -696, -1073, -1079, - 450, 262, 674, 562, -1448, -703, 1724, 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2019, 666, 1468, - -741, -28, -196, 438, 2565, 1880, -854, -449, - -306, -480, 1008, 1168, -1536, 330, -2110, -646, - 1571, -551, 1135, 86, 2590, -15, 987, 931, - -703, 1010, -298, -1728, 1222, -3083, 955, -767, - -420, 342, -213, 589, -98, -1470, 5, 1135, - -960, -799, 1258, 1293, 1354, -846, -221, 1507, - -61, 3106, -1160, 2701, 455, -36, -200, 391, - 1157, 1991, -207, 233, 930, 919, -106, -1143, - -832, -81, 64, -315, -174, -625, -556, 1855, - 1198, -738, -1891, -618, 1922, 55, 187, 848, - 489, 1440, 274, 739, -1710, -493, 506, -1390, - 724, -716, -683, 2212, 945, 1849, 243, 174, - -1476, -855, -761, -218, 1648, 325, 98, 212, - 1700, -2537, 274, -1301, -495, 468, -1036, -1635, - 429, 800, 1501, -555, 457, -478, 38, -291, - -277, -750, 396, 1086, 1374, -979, 13, 4190, - 1677, -430, -1693, -450, 22, 761, -441, 1671, - -1265, -599, -461, -114, 477, -331, -175, 296, - -645, 1202, 824, -139, 799, 1782, -517, -173, - 569, -2025, 841, 261, -218, 1576, 238, 1328, - 1021, -231, -1742, -1035, 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-128, -1834, 126, -371, 2332, 336, -806, 2196, - 1010, 99, 1093, -806, 761, 465, 1202, -1607, - 1395, 177, 874, -72, 1927, -548, -515, -437, - 564, -329, 211, -298, 992, -132, 324, 200, - -249, 1467, 449, 1565, 2361, -559, 1975, 82, - 51, 72, -1119, -1204, 742, -176, -316, 1982, - -1379, -455, 1524, -254, 244, -195, -237, 942, - -978, 917, 170, -549, 622, 372, -475, -90, - 477, 467, 3, -1219, -1250, 940, 162, 674, - 340, 1093, 1046, -819, -304, 175, 1062, -1606, - 483, -26, 1157, 357, -1206, 942, -395, 644, - 274, 1993, 548, -2398, -66, 1608, -260, -1285, - -586, -191, 965, 729, 1502, 1408, 69, -254, - -340, 377, -2016, -1188, 687, 1210, 978, 1573, - -821, -297, -1235, 379, -1162, 193, 684, 876, - -1066, -2334, -764, 1322, -838, 92, 100, -939, - 768, 601, -228, -864, -714, 315, 301, -1029, - 496, -992, 387, -1072, 541, -2260, -1682, 443, - 409, 97, 124, 341, 747, 255, 1106, -69, - -190, 1027, -1119, 72, -276, 1015, 1900, -557, - -1350, -94, 857, -615, 119, 1584, -387, -514, - -245, 507, 412, -504, 825, -542, 64, -869, - -514, 902, -867, 53, -278, 778, -489, 310, - -2091, 61, 11, -46, -1231, -97, 453, -524, - 149, -375, -479, -27, 337, 889, -251, 274, - -143, -316, -9, -226, 1279, 345, -1081, -96, - -1505, -731, -131, -827, -395, -3074, 918, -824, - 761, -274, -1366, 1571, 2094, 305, 299, 2262, - -353, 1484, 1591, -2114, 2280, -1688, -1497, -1616, - 385, 657, 305, -481, 582, -800, -920, -398, - 113, -2187, -387, 1095, -1494, -1038, 481, -568, - -618, -257, 229, 683, 110, 1199, -181, -644, - 9, -674, -120, 114, 785, 498, -1155, 1021, - -1140, 2848, 217, 1160, 1791, 764, 609, 206, - 462, -318, -1742, -951, 1634, 1021, -629, 792, - -1413, 1252, 1335, 1836, 852, -2366, 855, 1560, - -853, -1358, 753, 519, -2107, 1298, 737, -2807, - -1527, 714, 1356, 1033, 394, -666, -794, 260 +static const rnn_weight denoise_gru_recurrent_weights[27648] = { + -127, 4, 8, -80, -5, -54, -87, -24, + 15, -4, -44, -21, 53, -58, -41, 46, + 125, 30, -55, 2, 37, 31, -7, 14, + 44, -46, 17, 43, 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58, 8, -12, -29, -3, 5, + -13, -37, 55, 30, -16, -92, 39, -126, + -45, -19, -13, 44, 12, 22, 11, 20, + -9, 35, 5, 14, -13, -11, -34, 19, + -44, -78, 24, 44, 127, 26, 32, -50, + -11, 9, 16, 9, -20, -7, -36, 54, + 2, 13, -7, 17, 6, 14, 2, 28, + -52, 22, 59, -15, 9, 0, -3, -26, + -16, -15, -24, 22, 2, 8, -28, 46, + 20, 18, -5, -13, 30, 21, 84, -14, + -4, 8, 59, -16, -28, -3, -9, 19, + 36, 22, 33, -52, 28, -22, 40, -5, + 69, 27, 94, 8, 29, -39, 16, 3, + 1, 108, 57, -70, -22, 57, -6, 1, + -44, 56, -4, -64, 7, -8, 20, -27, + -79, 12, 2, -64, 25, 21, -16, 17, + 8, 21, -89, 33, -9, -121, 33, 33, + 17, 14, 19, -128, -128, 3, -107, 40, + -10, 9, -25, 19, 22, -4, 49, -128, + 49, -49, 72, -80, 0, -11, -19, 56, + -33, -8, -20, -16, 2, 78, -109, -7, + 55, 50, -90, -44, 12, 60, 33, -3, + -20, 120, 37, -2, -34, -9, -29, 16, + -40, 17, 8, 57, -17, 12, 70, 84, + -9, -74, -57, 3, 56, -22, 0, 21, + 13, -55, -24, -29, -10, -100, -11, 127 }; -static const opus_int16 denoise_gru_bias[288] = { - 311, 1898, 508, 1160, -1287, 1203, 612, -255, - -529, 943, -1385, 1452, 116, -1508, 1470, 907, - -427, 585, -1178, 443, 1207, -2513, -135, 1731, - -725, -943, 653, -1785, 242, -952, 1207, 418, - -262, 968, -721, 1668, 1198, 250, -570, 932, - 130, -479, -2849, -2595, 2421, 314, -290, -149, - -802, -913, -922, -2815, -536, 2276, 1202, 1035, - 716, 118, -319, 458, 51, -596, 1560, -786, - -983, -1442, -27, 139, -2740, 243, -1390, -633, - 1723, 2128, 709, 786, -1367, 2199, 429, -518, - 1732, -499, -1332, 887, 1006, -1733, -1676, 1076, - -2361, -2098, -311, -425, 433, 2113, -391, -483, - -177, -244, 178, 687, -353, 1117, 265, -266, - -214, 569, 437, 1254, 519, -199, 511, 605, - -563, 125, 135, 334, 865, -106, 311, 771, - -214, -32, -216, -541, 432, 215, 537, 98, - -309, 12, 1043, 707, -159, 437, 215, -216, - -228, -408, -1027, 249, 42, 620, -14, 1004, - 404, -142, 527, 552, 1054, -226, 899, 784, - 206, 329, 572, -167, 186, 1045, 189, -76, - 291, 753, 76, 755, 812, 446, 922, 848, - 372, 840, 376, 745, 162, 1915, 209, 853, - 1139, -529, 665, 92, 358, 903, -263, -150, - -130, 213, 136, -249, 26, 301, -461, 14, - 6, 339, -794, 99, -762, 54, 11, -695, - -960, 287, -1466, 261, 117, -946, 394, 494, - 421, 830, -356, 634, 851, -912, -494, 137, - -109, -62, 86, 560, 954, -1375, 354, 69, - 639, -1033, 1190, -403, 136, -477, 799, 436, - 698, -964, 592, 227, 508, -125, -604, 305, - 752, 457, 177, -26, -245, 837, -839, 261, - -344, -35, -1152, -89, -593, -44, 433, -460, - 480, -170, -115, 343, -715, 593, 700, 1172, - 109, -66, -533, 739, -1345, -378, 354, -996, - -349, 112, -949, -641, -1077, -454, 1137, -517, - -456, -1576, -1103, 711, 801, -1354, -684, 148 +static const rnn_weight denoise_gru_bias[288] = { + 21, 28, -7, 27, -16, 32, 3, 29, + -108, -24, 22, 12, -125, -85, -12, 16, + 13, -29, 19, 5, 38, -36, 22, 62, + 29, -29, 10, -96, -39, 66, -102, -36, + 88, 8, -67, 30, 64, 47, 44, 16, + -8, -51, -128, 8, -34, -95, 5, 25, + -29, 45, -24, 23, 84, -79, 76, -20, + -30, -20, -60, 7, 48, -12, 15, 88, + 5, -46, -25, 23, -108, -29, -10, -45, + 15, -115, -43, -43, -8, 27, -41, 24, + 25, -22, 5, -30, 6, 50, -26, 68, + 99, 39, 62, -32, 2, -25, -127, -40, + 27, 43, 17, 32, 9, 35, -9, 49, + 12, 18, 27, 28, -7, 28, 8, 1, + 5, 0, 8, 10, 12, -22, 23, -26, + -2, -2, 21, 23, -11, -18, 1, -6, + -14, 0, 21, 8, -10, 39, 5, -3, + 21, 33, 32, 57, 39, 42, 44, 16, + 3, 14, 44, 28, 16, 62, -37, -2, + 26, -41, 7, -20, 40, 55, 14, -14, + 10, 32, -38, 20, -4, -6, 6, -4, + 25, 20, 29, -28, -12, 36, 27, 5, + 26, 29, 13, 20, -2, 12, 10, 10, + -19, 20, 9, 7, 16, 37, -17, 1, + -2, 0, 11, 11, 28, 33, 21, 28, + 45, 32, 0, -16, 28, -82, 22, 7, + -24, 12, -3, 48, 28, -17, 25, 4, + -3, -7, 20, 11, -3, 38, -31, -63, + 26, 18, 51, 1, 53, -7, -19, -20, + -5, 16, -25, -12, -9, 33, 51, 24, + 21, 16, -9, -45, -56, 17, -51, 24, + -15, 17, -22, -40, 20, 12, -16, 16, + -3, -8, -18, 25, 73, 42, 31, 48, + 13, 11, 16, -50, -13, -9, 7, 4, + 1, -38, -25, 32, -17, -45, -2, -2, + -5, -11, 24, 23, -37, -15, -36, 21 }; const GRULayer denoise_gru = { @@ -10734,277 +10734,277 @@ const GRULayer denoise_gru = { 114, 96, ACTIVATION_TANH }; -static const opus_int16 denoise_output_weights[2112] = { - 335, -1535, -462, -475, -3039, -5200, -3843, 1188, - 2020, 1216, 634, -1345, -77, -13, 552, -810, - -1579, -569, -657, -604, 68, 55, -588, 371, - 274, -753, -278, -138, -227, -475, -559, -1154, - -1095, -1029, -1286, -1714, -1531, -1974, -1648, -1222, - -1341, -974, -1040, -2210, 354, 372, 1607, 277, - -208, 1601, 214, 1035, 1161, 3841, 6112, 6156, - 3101, 2806, 1946, 736, -766, -1527, -105, 443, - -32, -407, -1411, -1498, -651, 393, 1192, 958, - 864, 7, -388, -158, -150, 513, 378, -240, - -363, 310, 664, -356, -915, -483, -357, -26, - -2064, 386, 1543, 1179, -89, 591, 718, 997, - 988, 645, 444, 562, 1637, 3139, 3881, 3413, - 3047, 2750, 2875, 2489, 1178, 452, -289, -132, - -296, -476, 99, 272, 537, 399, 305, -356, - -482, -165, -41, -121, -377, -187, 506, 370, - -6, -72, -1139, -1604, -114, -420, 298, -78, - 1118, 717, 442, 50, 640, 890, 1051, 1272, - 1243, 1399, 1468, 1078, 602, 681, 1039, 565, - -226, 319, 3803, 4226, -176, -201, 509, -239, - -482, 291, 76, -209, -446, -101, 96, 304, - 474, 96, 347, 955, 926, 795, 76, 126, - 1238, 70, 532, -600, -116, 211, 1002, 1042, - 1215, 1546, 1478, 1277, 1008, 388, 567, 3557, - 3065, 1218, -507, -1535, -208, -42, 1529, -13, - 1621, 920, -513, -2153, -2196, -1824, -769, 814, - 1050, 297, -780, -1231, -2258, -2205, -2149, -2797, - -2971, -2442, -1744, -2209, 117, -510, 275, 3868, - -618, 832, 2106, 2529, -2092, 219, 3363, 1852, - 1562, 683, 338, 710, 2446, 2977, 356, -407, - 1912, -20, 2480, 2616, 1111, 1046, -747, -889, - -839, -824, -802, -968, -1491, -2134, -1898, -1116, - -626, -1694, -1999, -2057, -1899, -1460, -98, 1287, - 3724, 1596, 929, -260, 420, -180, -481, -847, - 103, -641, -522, -1526, -1030, -640, -999, -817, - -404, 189, 75, -175, 787, -470, 1585, 3486, - 3020, 4305, 1264, 1076, 884, 205, -74, 515, - 1162, 1619, 40, 298, 754, -112, 340, 811, - 847, -68, -584, 727, -83, -3086, -4727, -4711, - -1808, -2024, -1309, -768, -2559, -1035, 761, -1109, - -2513, -833, 853, 2120, 2295, 2127, 883, -1870, - -744, -401, -347, 93, 323, 476, -1614, -127, - -283, 247, 243, 0, -1101, 382, 1592, 1334, - -1293, -2253, 249, 3649, 3046, -214, -1530, -2033, - 729, 145, 154, 42, 36, -322, -519, -961, - -1373, -2302, -1730, -662, -715, -93, 461, 244, - 246, 461, 201, 302, 66, -711, -855, -231, - -414, -393, 781, 862, 630, -319, -386, -297, - -46, 293, -364, -503, -246, -439, 151, 160, - -153, 625, 1128, -217, 416, 1158, 2136, -163, - 3043, -1500, 1794, 1343, 2257, 895, 1322, 3026, - 2921, 721, 816, 1694, 1696, 1897, 1155, 110, - 162, 1630, -1742, -117, 329, -763, -526, -799, - -1604, -1560, -1802, -1829, -1718, -1839, -2272, -1873, - -1241, -1605, -1513, -1195, -1066, -1145, -352, -344, - 274, -1156, 303, 4079, -1055, -1832, -666, -3839, - -9, -961, 751, -31, -1854, -1883, -1546, -940, - -1014, -1504, -1689, -3100, -4678, -2782, 2278, -2917, - 2569, 1133, 921, 1338, 1617, 606, 3560, 3502, - -280, 578, 1585, 786, 227, 2611, 3043, 476, - -347, 657, 1279, 1040, -4069, -976, -2403, -1762, - 653, 503, 607, -1213, -782, -1144, -1110, -193, - -302, -437, 163, 27, -438, -404, -502, 68, - 352, 67, 167, -1769, -3016, -2379, -3548, -3048, - -2520, -1508, -1684, -1967, -1107, 607, 1395, -246, - -706, -491, 367, -149, -710, -299, -614, -332, - 2674, 3979, 4032, 2900, 1374, 4076, 2018, 2395, - 1510, 1457, 1221, 905, 1570, 1072, 1107, 1902, - 1916, 925, 563, 312, -396, 279, 503, -1290, - -1784, -2333, -1400, -1520, -919, -793, -1092, -1882, - -1776, -1682, -1442, -1405, -1288, -1011, -301, -16, - -150, 300, 1190, 781, 10, 1099, 1445, 645, - 40, 673, -336, -221, 157, 37, -375, -904, - -1346, -861, -594, -940, -872, -676, -765, -3, - 789, 696, -1001, 668, -823, -1072, -3444, -2987, - -2158, -750, -509, -748, -771, -721, -1135, -1318, - -952, -1000, -825, -731, -587, -323, -671, -1351, - 257, -89, -917, -1541, -726, -672, -553, -586, - -470, -953, -928, -764, -789, -1216, -1066, -895, - -529, -472, -387, -427, -545, -427, 276, 860, - -1103, 2007, 3591, 636, -384, -2757, 1462, 4933, - 2269, 580, -193, 799, 1289, 741, 1307, 2233, - 1168, 626, 1325, -128, 569, -1223, -2098, -1718, - -84, -484, -603, -2366, -1919, -2157, -1944, -1557, - -1616, -765, -684, -319, -460, -861, -695, 280, - 682, -821, 789, 2099, 3186, 200, 982, 1785, - 1371, 76, -3, 1484, 1902, -1804, -62, -593, - 534, 1763, 1132, 916, 917, 1325, 2193, 2408, - 51, 930, 356, 468, 897, 173, 696, 729, - 388, -1118, -2899, -3943, -4183, -4367, -4633, -3871, - -3207, -3225, -3024, -2015, -99, -95, 1950, 721, - 1040, 538, 1956, 2396, 2676, 2347, 2278, 1621, - 1739, 3157, 2912, 1953, 854, 725, 2523, 2022, - 1079, 1060, 1124, 2659, 1230, 1532, -287, -3034, - -4924, -2466, -1604, -1317, 94, 618, 1012, 1047, - 648, 788, 573, -130, 251, 228, -262, -287, - 475, 691, 1261, 810, 467, 769, 519, 212, - -55, -545, -355, 405, -199, -579, -484, -441, - 78, 294, 243, -572, -740, -1920, -3424, -4244, - -1313, -1168, -322, 117, -710, -377, -62, -501, - -32, -37, -458, -625, -92, -309, -847, -738, - -777, -538, -477, -508, -840, 174, -1083, 596, - 1512, 1865, 1630, 1188, 1445, 1037, 1597, 1608, - 1092, 1602, 958, 568, 766, -13, 210, 262, - 215, 223, 343, 567, -1483, -857, -1498, -1758, - -1102, -326, 108, -1590, -1508, -2845, -3537, -3719, - -3104, -3349, -2825, -2289, -1281, -1159, -1495, -950, - 475, -2366, -412, -359, -926, -1, -433, -1351, - -616, -708, -1332, -1828, -1629, -1668, -1515, -937, - -265, -573, -561, -277, -542, -367, 36, 797, - -135, 941, -2195, 398, -208, 144, 252, 332, - 763, -752, -920, -638, -716, -1193, -597, -2162, - -2517, -3251, -5165, -4886, -1482, -955, 977, 2710, - -2170, -1360, -3533, -1394, -2230, -3998, 1139, -150, - -27, 8, 1161, 962, 390, 1313, 1639, 1760, - 1537, 335, 1452, 3510, -949, -3203, -520, -1804, - -1792, 2506, -732, -4498, -725, -1218, -1847, -2665, - -1666, -2545, -2137, -2321, -1974, -1332, -2464, -1864, - -347, -390, -4371, -1558, 64, 1097, 2482, 210, - -4327, 427, 410, -1504, -517, -200, -147, -505, - -873, -229, 512, 77, -617, -881, 356, 142, - -1398, -453, 855, 645, 281, 440, 207, 835, - 465, 491, -205, -215, -502, -357, -464, -95, - -1056, -2349, -3861, -5388, -4960, -4187, 1068, 528, - 1350, 1370, 713, -178, -458, -522, 31, 637, - 191, -192, -1243, -1097, -1431, -1043, -108, -289, - -376, 142, 459, -791, 4342, 2510, 1152, 446, - 1392, 370, 785, 2985, 2585, 498, 1177, 779, - -969, 357, 1395, 589, 678, 860, 360, 704, - -109, -1957, -1744, -900, 7, -150, -2284, -2333, - -2007, -825, -920, 206, -390, -835, -112, -317, - -1519, -1520, -775, -1233, -1754, 6, -260, -301, - -2382, -3177, -1728, -1861, -1936, -2180, -2726, -2234, - -1482, -1098, -1082, -2462, -1367, -1008, -2116, -2878, - -1617, -997, -1146, -1629, -2667, -1350, -101, -3031, - -2870, -3164, -2362, -1898, -2653, -1963, -1534, -2167, - -2290, -2407, -1075, -1473, -913, -523, -1799, -1618, - -717, -1362, -1802, -2718, 488, -735, -1910, -1052, - 1208, -164, 1370, -1166, -2938, -1906, 540, 442, - -399, -2101, -3294, -2842, -3821, -3938, -2046, -990, - -562, 160, 960, -167, 796, -66, -256, -1886, - -943, -449, -640, -1564, -845, -917, -552, -1341, - -1423, -1020, -974, -889, -1556, -1784, -1615, -4359, - -801, 1194, 2054, 2211, 3249, 3374, 2946, 1628, - 3146, 3653, 4239, 3791, 4870, 4527, 3940, 2731, - 1931, 2510, 2724, 2709, 1821, 1083, 1991, 642, - 193, -1332, -1690, -305, -1077, -1476, -1174, -1409, - -1198, -256, 257, -202, -86, 379, 521, 101, - -215, 298, 484, 508, -5234, -4975, -2484, -1754, - -309, -278, -476, -687, -408, -598, -76, -479, - -393, -655, -950, -461, -384, -1015, -1728, -1845, - -2136, -2758, 750, -1212, -744, -1569, -1763, -1645, - -761, -502, -197, -519, -1057, -1884, -1000, 6, - 1474, 1765, 2563, 2499, 1776, 1987, 754, -175, - 424, -251, 997, 791, 276, -836, 176, 591, - 163, -317, -155, 638, 1016, 1103, 320, 526, - 1176, 1374, 731, 220, 1482, 2819, -2259, -2605, - -578, 2019, 1315, 208, 246, -91, -199, 93, - 202, 289, 1027, 1701, 2085, 1010, 364, 131, - 665, 1537, 447, 1800, 1460, 1509, 297, 529, - 1863, 2380, 1534, -237, -502, 689, -581, -1043, - -1232, -40, 407, -75, 558, 247, -377, 413, - -183, -992, -255, -596, -1118, -1676, -1900, -1298, - -1975, -1177, -2176, -2254, -1459, -1475, -2093, -1857, - -871, -224, -381, -551, -115, -236, -726, 212, - 717, 575, 768, 488, 1490, 1817, 1253, -1000, - -1459, -839, -263, 507, 592, 387, 249, 317, - 248, -35, 91, -168, 6, 1124, -425, -1410, - -1365, 1268, -78, -115, 308, 713, 1191, 1547, - 992, 827, 1309, 1571, 1513, 1797, 1351, 1122, - 1270, 914, 784, 1673, -511, -815, -66, 493, - 1115, 127, 94, -330, -426, 217, -222, -863, - -747, -196, 1479, 1570, 1507, 2206, 3090, 2765, - 648, -316, 6922, 4861, 350, 378, 420, 276, - 33, 150, -549, 203, 387, 80, -264, -246, - -285, -67, 346, 3, -528, -618, -409, 158, - 1152, 2098, 895, 861, -656, 1795, 1071, 1362, - 2098, 3395, 2639, 2867, 2143, 3240, 2733, 1482, - 1319, 695, -84, 1980, 3907, 694, -202, -433, - 2080, -326, -331, 893, -914, 32, -111, -547, - -2107, -768, -708, -368, -739, -1435, -2518, -2149, - -3318, -5686, -4363, -579, -1285, -1616, -1442, -1486, - -1019, 71, -172, -645, -251, -638, -685, -782, - -653, 104, 383, 541, -389, 243, 996, 639, - 1082, 648, -1507, -604, 1742, 684, 1550, -165, - 163, -1182, -1135, 133, 1341, 1864, 2658, 3005, - 2110, 1894, 2349, 2525, 2829, 3964, 3002, -238, - 255, -40, 2148, 1939, 2180, 2028, 3034, 5264, - 3773, 2168, 715, 417, -113, -413, -17, 540, - 336, 273, -7, 182, 153, -320, -950, -3436, - -4626, -2184, -233, 189, 279, -85, 30, 376, - -431, -362, -316, 342, 415, 283, 1377, 929, - -91, 434, 663, 64, -283, 929, 3202, -474, - -3060, -5205, -5403, -5435, -6431, -4195, -3325, -1728, - -3194, -2816, -1124, -141, -178, -836, -642, -72, - 503, 1076, -1000, -830, -1261, -1084, -25, 61, - -904, -187, -1202, -1635, -1754, -2019, -918, -945, - -428, -431, -224, -178, -825, -1210, -1493, -1379, - 499, -6, 1840, 1041, 675, -220, 1081, 594, - -773, -1067, -778, -231, -1368, -1242, 126, -972, - -4, 2354, 2647, 888, 1901, 3643, 1670, 1369, - 185, 889, 924, 1550, 935, 1015, 749, 1028, - 1175, 987, 640, 756, 616, 626, 139, -391, - -54, 29, 39, -345, 962, 1363, 1352, 1711, - 1722, 1609, 1507, 1996, 2089, -131, 719, 1764, - 836, 716, 677, 1666, 1533, 1133, 1115, 1721, - 1706, 69, -1083, -996, -571, -1567, -2192, -2263, - -1273, -397, -241, 585, -120, -944, -560, -1307, - -1322, -1458, -1234, -1461, -1538, -124, 2801, 1031, - 1806, 1766, 3252, 2275, 1627, -10, 603, 289, - 1017, 1158, 1333, 145, 543, 1155, 828, 563, - 566, 954, 1452, 1349, 1931, 761, 314, 17, - 428, 273, 507, 110, 591, 660, 134, 474, - 150, -238, 248, 347, 189, 574, 748, 319, - -339, -770, -550, -719, 614, 235, -119, -1105, - -336, 69, -269, -925, -1005, -961, -1107, -612, - -641, -163, -171, -392, -1426, -1776, -1610, -1083, - -1244, -1486, -106, 759, 1193, 2458, 2379, 2143, - 2939, 3450, 4360, 4378, 2788, 1714, 2503, 2701, - 1399, 646, -319, -575, -489, -147, 152, 52, - 1475, 793, 1462, 2395, 2446, 2654, 3466, 3849, - 3783, 2683, 997, -326, -805, 2, 1462, 1782, - 1887, 1751, 1990, 2089, 1824, 2984, -1197, -1822, - -2034, -2203, -1788, -2126, -1779, -1809, -2021, -2017, - -1997, -1389, -1727, -2094, -1857, -1514, -1292, -1572, - -1832, -1493, -1243, -1393, 1407, 304, -679, 1075, - 3306, 4545, 4860, 1755, -818, -1675, -1247, -447, - 879, 1308, 119, -364, -269, -369, -380, -322, - 132, -464, 36, 766, 1368, 1104, 325, 371, - 837, 1265, 1036, 1562, 1661, 564, 1134, 1270, - 938, -555, 142, 668, 424, 662, 811, 1473, - -752, -654, -1225, 711, 737, 1706, 2044, 3566, - 3906, 3577, 2651, 2204, 1434, 387, 636, 309, - -296, -88, 504, 36, -454, 283, -1964, -1680, - -377, -319, 474, 1783, 2844, 1838, 2790, 1659, - 1262, 1643, 1437, 681, -225, -786, -799, -161, - 814, 113, -1051, -1813, -2459, -232, -337, 1105, - -1644, -3311, 2371, 1076, 369, 731, -1650, -2305, - -2035, -809, -1820, -647, -665, -966, -509, -309, - 577, 906, -275, 216, 24, -401, -1297, -884, - -702, -753, -28, -106, 155, -240, 379, 378, - 1030, 700, 850, 1960, 2107, 1585, 682, 600, - 2095, -1550, -739, 2246, 587, 1548, -243, 1940, - 1749, -1053, -590, 1001, 16, 727, 1475, 2502, - 1667, 2059, 2867, 3325, 3880, 3639, 2095, 6311, - 6430, 2584, 1246, 1008, -5, 533, 1017, 1120, - 908, 318, 666, 838, 573, 202, -230, 172, - 434, 358, 75, -474, 2424, 908, 507, 1035, - -206, 231, -249, 1290, 1399, 564, 1471, 745, - 910, 138, -1797, -1887, -1047, 0, 446, 983, - 1060, 1158, 5307, 1935, -983, 1805, 1984, -210, - -2063, 22, -1891, -1083, -1729, -1752, -142, -733, - -2003, -1556, -986, -1361, -1353, -854, -702, 209, - -932, -199, -1113, -1364, -1514, 781, 11, 586, - 1817, 2526, 785, -958, -3645, -4670, -3615, -655, - 716, -128, -77, 27, 112, 529, 283, 946, - 1552, 1704, 1896, 2723, 2463, 3362, 3009, 1621, - 1929, 1518, 1951, 1466, 1566, 1381, 587, -332, - -1105, -1303, -204, 80, -200, 388, -285, 871, - 1258, 973, 1867, 1767, 1389, 538, -119, 976, - 2627, 3303, 4606, 4328, 3356, 1775, 463, -20, - -253, -990, 809, -199, -41, -831, -465, -374, - -272, -714, -864, -655, -602, -699, -173, 60, - -524, -995, -2493, -2905, -2732, -1689, 213, 1821 +static const rnn_weight denoise_output_weights[2112] = { + 64, 1, -29, -39, -7, 34, -1, -14, + -47, -42, -12, -15, -4, -7, -38, -4, + 29, 25, 14, 9, -5, -5, -12, -17, + -26, -8, 1, -1, 5, 0, -27, -41, + -35, -16, -16, -9, 0, 1, 3, 14, + 32, 32, 2, -19, -16, -27, -34, -38, + -29, -16, -15, -32, -35, -39, -25, -33, + -32, -26, -43, -56, -61, -65, -82, -115, + -109, -127, 85, -74, -83, -106, 62, 25, + -31, 26, 64, 4, -29, 54, 15, 35, + 116, 26, -58, 40, 67, 41, 23, 12, + -31, -37, -67, -40, -17, -31, -18, -22, + -22, -67, -68, -78, -47, -71, -52, -81, + -100, -100, -87, -78, -36, 23, 19, 7, + -10, -53, -76, -72, -51, -30, -12, -8, + -22, -9, 14, 9, -12, 3, -17, -7, + 12, 20, 12, -4, -25, -7, -19, 29, + 28, 53, 3, 8, -26, -31, -22, -21, + -15, -6, -52, -65, -80, -79, -60, -72, + -29, 22, 29, 36, 19, 35, 18, 40, + -3, 27, 50, 54, 38, 13, -23, -95, + -128, -128, -128, -95, -47, 25, 51, 32, + 15, 31, 13, -65, -52, -77, -68, -116, + -80, -53, -82, -76, -101, -97, -103, -56, + -24, -18, 2, -46, -43, -9, -61, -127, + -128, -127, -85, -3, -1, -3, -17, 2, + 6, -31, -2, -30, -42, -20, 12, -10, + -46, -17, 6, -40, 64, 58, 24, 1, + 26, 29, 14, 20, -20, -32, -28, -24, + 1, 9, -28, -17, -38, -37, -32, -59, + -80, -117, 12, 31, 40, 45, 3, -15, + -4, 54, 31, 17, 46, 68, 52, 21, + -20, -19, -27, -56, -91, -127, -114, -38, + -46, -34, -29, -7, 11, 0, 4, -33, + -50, -74, -83, -95, -78, -82, -109, -88, + -59, -56, -58, -49, -17, 9, 6, -8, + -22, 41, 65, 114, 91, 92, 112, 115, + 78, 69, 64, 56, 43, 39, 60, 25, + 41, 29, -3, 44, -37, -22, -32, -27, + -33, -39, -49, -21, -27, -21, -33, -21, + -14, -26, -24, -20, -17, -6, -13, -20, + 18, 26, -1, -10, 38, 68, 40, 38, + 33, 52, 23, 28, 44, 30, 49, 50, + 53, 69, 63, 24, 17, 16, 34, 64, + -16, -54, -35, -10, -1, -5, 0, 9, + 12, -3, -3, -2, -8, -3, 29, 26, + 30, 42, 36, 23, 23, 6, -83, -57, + -126, -128, -105, -124, -119, -128, -112, -126, + -122, -128, -115, -96, -75, -115, -122, -84, + -72, -37, -25, 13, 7, -4, -31, -14, + -41, -38, -46, -39, -42, -19, -15, -28, + -16, -9, -14, -17, -19, -21, -18, -26, + -21, -23, -20, 20, -45, 53, -39, -11, + -19, -7, -39, -28, -62, 11, -43, -102, + -64, -64, -44, 4, 9, -18, -8, -6, + 19, -2, 5, -34, 10, -8, -16, 4, + 1, 4, -16, -30, 1, 14, 12, 10, + 16, 24, 4, -2, 27, 51, 65, 71, + 114, 101, 76, 78, 57, 44, 30, 41, + 47, 37, 34, 29, 8, -2, 7, 4, + -4, 1, 1, -18, 92, 109, 76, 24, + 6, -10, -9, -2, 9, 6, 12, -6, + 21, 28, -3, 28, 11, -1, 13, 11, + 35, 65, -20, -53, -51, -71, -79, -82, + -53, -40, -46, -73, -44, -58, -61, -45, + -49, -43, -31, -38, -35, -10, -13, -19, + -53, -42, -36, -65, -68, -77, -65, -81, + -80, -88, -79, -83, -80, -87, -80, -80, + -72, -58, -29, -71, -88, -80, -21, 36, + -19, -65, 88, 59, 25, -4, 28, 11, + 64, 109, 30, -31, -34, 29, 12, -17, + 68, 127, 120, 19, -46, -14, 3, -27, + 23, 5, 12, -3, 21, 27, 26, 27, + 52, 52, -12, 6, 80, 101, 97, 62, + -30, -40, 127, 122, 42, -46, -34, -128, + -46, 29, -62, -20, 37, 23, 11, 14, + 16, 15, 25, 18, -3, -6, 18, -18, + 127, 101, 16, 0, 12, 7, 2, 2, + 1, 9, 3, -5, -1, 6, -2, -8, + 2, -6, -11, -10, -10, 4, -29, -34, + -69, -56, -55, -52, -51, -35, -39, -64, + -44, -26, -56, -58, -60, -47, -44, -77, + -97, -92, -40, -66, 127, 39, -80, -96, + -127, 127, 116, -75, -25, -4, 34, 36, + 34, 13, 15, 39, 22, 24, 27, 18, + 20, 19, -49, -22, 12, 30, 25, 28, + 21, 21, 24, 25, 29, 57, 60, 67, + 72, 32, 27, 43, 64, 83, 46, -2, + -42, -33, 8, -2, -2, -1, -5, -19, + -23, -24, -33, -37, -29, -34, -49, -61, + -60, -52, -67, -53, -103, -60, -34, -29, + -37, -28, -10, -2, -15, -44, -15, -18, + -48, -60, -52, -47, -41, -50, -41, -39, + -31, -20, -34, -31, 1, 6, 1, 25, + 1, 6, -4, -10, -50, -54, -50, -58, + -66, -87, -85, -120, -128, -127, -127, -111, + -39, -1, 33, -19, -18, -25, -47, -22, + -31, -30, -65, -52, 19, -3, 59, 61, + 64, 42, 75, 90, 49, 24, 16, 34, + -3, -12, -36, -49, -58, -36, -99, -84, + -127, -8, 7, -61, 30, 23, -94, -127, + -127, -88, -10, 36, -20, -34, 16, 28, + 12, 19, 45, 21, 45, 43, 24, 6, + 28, 41, 34, 24, 9, 13, 9, 0, + -4, 6, 35, 53, -43, -3, 66, 22, + 40, 28, 51, 0, 5, 103, 123, 40, + -1, -26, 12, -23, -15, 34, -17, -30, + 32, 26, 127, 127, 82, 93, 102, 96, + 46, 5, 63, 10, 56, 22, 23, 34, + 14, -8, -8, -7, 15, 7, 24, 70, + -23, 5, 100, 86, 99, 79, 60, 44, + 47, 19, -13, -18, 11, 9, -2, -13, + -26, -21, 3, 2, -4, 5, 27, -17, + 24, -55, -24, -13, -44, -70, -128, -128, + -127, -87, -35, 1, 0, -11, -21, -27, + -7, 0, -11, -9, -4, -7, 3, 54, + 127, 127, 127, 78, 35, 12, 25, 37, + 45, 37, 13, 20, 20, 5, -2, 1, + 3, -2, -76, -66, -33, 12, -12, -14, + -15, -9, 4, -3, 8, -7, -18, -5, + 5, -1, -17, -8, 8, -22, -46, -33, + -49, 40, 27, 103, 127, 127, 109, 30, + 21, -14, 0, 13, 1, -10, -9, -20, + -34, -28, -17, -15, -11, -10, 7, 4, + -25, -2, -32, -3, 18, -35, 12, -27, + -15, -17, -45, -43, -86, -81, -98, -125, + -109, -121, -128, -66, -31, -3, 0, -28, + 1, 10, 4, -17, -11, -21, -4, 20, + 6, 2, 3, 7, 18, 11, 16, 25, + 36, 27, -72, 11, -22, -1, -25, -6, + 5, -57, -55, -24, -67, -50, -23, 82, + 127, 45, -45, -101, -22, 41, 27, 22, + 44, 73, 38, 55, 33, 31, 14, 9, + 18, 33, 25, 51, 15, 6, 32, -25, + -21, -24, -28, -20, 5, 35, 29, 42, + 89, 44, 39, 43, 91, -10, -8, 33, + -2, -102, -65, -42, 80, 56, -51, -14, + 40, 13, -23, -16, 28, 73, 80, 55, + 44, 6, 33, -19, 28, -16, -6, -14, + -52, -80, -89, -81, -103, -111, -125, -89, + -46, -71, 89, 60, 34, 8, -3, -5, + -10, -15, -25, -8, -3, -18, -9, -2, + -16, -7, -2, -2, 4, 26, 33, 27, + 2, 0, 19, 26, -44, -47, 127, 123, + 85, 41, 49, 114, 127, 90, 49, -73, + -93, 7, 47, 11, -40, -35, 20, 23, + 16, -15, 19, 10, -15, -28, -20, -21, + 4, 12, 6, 17, 8, -5, 33, 53, + 71, 101, 96, 87, 102, 110, -60, 117, + 115, 93, 76, 127, -18, 21, 11, 23, + 69, 56, 51, 59, 63, 57, 40, 39, + 5, -26, -24, -11, -35, -67, -67, -62, + -66, -79, -50, -56, -22, -10, -7, -3, + -4, -19, -16, 7, 12, 13, 8, -3, + -18, -14, 6, 14, 30, 39, 21, 17, + 23, 26, 31, 30, 25, 26, 24, 8, + 39, 55, 52, 48, 41, 78, -45, -47, + -38, -50, -62, -91, -127, -127, -98, -66, + -75, -69, -53, -41, -24, -43, -33, -26, + -30, -27, -18, -20, 101, 108, 73, 42, + 15, 24, 23, 26, 13, 1, 9, 1, + -1, 12, 20, 32, 46, 36, 34, 25, + 7, 17, 41, 25, 31, -18, 23, 27, + 21, -9, 18, 126, 127, 99, 5, 15, + 22, 24, 19, -28, 2, 11, -24, 7, + 3, -14, 48, -10, 3, -19, -41, -68, + -128, -117, -66, -59, -121, -119, -87, -26, + 30, 21, 29, 33, -31, 24, -52, -54, + -101, -95, -75, -96, -95, -118, -71, -10, + -38, -93, -127, -56, -25, -62, -27, 44, + 52, 12, 0, -28, 47, 24, 10, -16, + -3, -7, 7, 3, 27, 34, 6, -8, + 19, 20, 9, 18, -5, -28, -10, -8, + -20, -8, -42, -36, -47, -44, -13, -16, + -10, -6, 5, -10, 9, 7, 7, -11, + -21, -11, -7, -2, 6, 14, 4, 127, + -37, 57, 73, 2, -5, -38, -47, 38, + 38, -49, -128, -128, -127, -104, -51, -46, + -17, 13, 5, 0, -14, -21, -127, -11, + -51, -22, 33, 10, 42, 41, -98, -102, + 97, 74, 42, 43, 80, 81, 46, 59, + 49, -5, -1, 46, 11, 41, 46, 32, + 21, 16, 11, 20, 20, 8, -8, -7, + 32, 41, 23, 24, 44, 90, 127, 127, + 105, 100, 11, 30, 2, -41, -4, 15, + 7, -27, -62, -126, -128, -50, -6, 10, + 28, 19, 30, 38, 38, 26, 7, 12, + -92, -47, -36, -44, -50, -28, -42, -64, + -67, -44, -26, -44, -34, -21, 31, 61, + -10, -55, -62, -37, -23, -16, -11, 87, + -38, -128, 78, 49, -8, -67, -31, -16, + -48, -36, 0, -18, -46, -101, -45, -1, + -75, -128, -112, -86, -44, -59, -35, -14, + -59, -65, -88, -51, -12, -10, -28, -32, + -17, 4, -25, -26, -32, -14, -8, -28, + -40, -56, 1, -6, -21, -2, -8, 25, + 30, 30, 24, -27, -98, -128, -128, -128, + -53, 18, 17, 13, 11, 3, 9, -6, + -12, -28, -25, -31, -29, -92, -115, -128, + -128, -103, -65, -33, -34, -40, -22, 5, + 9, 5, 15, 20, 6, 11, -23, 23, + 44, 88, 90, 17, 113, -85, 95, 86, + -2, 69, 127, 127, 43, 73, 127, 127, + 99, 86, 92, 35, 23, -17, -128, -128, + -79, -35, -34, -37, -54, -56, -57, -49, + -53, -59, -58, -28, -17, -16, -27, -36, + -14, -20, -126, -96, -21, -68, -1, 11, + -3, -22, -15, 19, -9, 7, 24, -2, + -9, 1, 2, -4, -6, -17, -12, 1, + 15, 6, 126, -58, 21, 70, 127, 127, + -21, -44, -57, -5, -10, 8, -35, -24, + 10, -12, -20, 2, 12, 6, -58, -67, + -42, -60, -70, -89, -105, -76, -84, -55, + -59, -54, -62, -63, -48, -65, -79, -55, + -53, -49, -66, -65, 4, -19, -17, -11, + 6, 14, 7, 12, 43, 75, 78, 77, + 93, 75, 31, 50, 50, 27, 14, -7, + -5, -15, 50, -77, 85, 120, 118, 101, + 4, -57, -91, -51, 25, 82, 42, 12, + 30, -9, -9, -13, -15, 4, -16, -38, + 11, -5, -25, -32, 0, -18, 5, 4, + -21, -7, -1, -16, -12, -13, -13, -14, + -21, -15, -14, 1, 6, -12, 60, 78, + 68, 53, 53, 69, 37, 29, 30, 42, + 31, 32, 50, 65, 50, 66, 54, 49, + 62, 64, 121, 127, 85, 56, 69, 43, + 75, 72, 30, -7, -3, 2, 12, 1, + -6, -9, -1, 9, 0, -16, -20, -12, + -12, 2, 7, 10, -31, 14, -4, 28, + 24, 6, -22, -27, -26, -64, -93, -51, + -48, -81, 6, 54, 75, 82, 40, 7, + 8, 10, 12, -7, -5, -1, 16, 6, + 27, 31, 28, 14, 6, -12, -1, 68, + 47, 17, 16, 2, -14, -18, 1, -19, + -9, -1, 17, 15, 6, -14, -14, -12, + -23, -16, 11, 8, -2, -29, -26, -4, + 2, -1, -18, 38, 19, 38, 47, 20, + 76, 84, -19, 119, 127, 127, 96, 37, + 73, 86, 70, 96, 65, 31, 66, -5, + -81, 19, 127, 107, 75, 25, 17, 31, + 12, 6, 16, 30, 22, 1, 8, 6, + 7, -6, -8, 9, 16, -27, 9, 99, + 121, 72, 12, 5, 11, 11, -11, 10, + -1, 8, -1, -16, -2, -7, 3, -1, + 4, -11, -21, 31, 48, -14, 57, 102, + 119, 104, 69, 70, 73, 107, 96, 113, + 107, 102, 71, 67, 70, 46, 72, 79, + 70, 88, 26, 24, 20, 30, 3, -29, + -55, -88, -96, -52, -40, -30, -65, -62, + -44, -26, -23, -37, -56, -67, -61, -53, + -27, -47, 56, 23, 26, -87, -62, -96, + -74, -120, -105, -123, -100, -23, -35, -69, + -61, -20, -23, 3, 18, -46, -56, 49, + 43, 10, 24, 20, 9, 31, 5, 27, + 10, 26, 12, 17, -9, 10, 5, -5, + -4, 29, 24, 15, 116, 127, 90, 127, + 127, 77, 24, -5, -4, -25, -11, 30, + 43, 26, 2, -2, -22, -29, -20, -22, + -27, -38, -24, -15, -59, 70, 127, 14, + -61, 80, -96, -8, 62, 3, 2, 63, + 51, 35, 41, 14, 12, 24, 9, 12, + 9, -31, -79, -128, -128, -56, 1, 22, + 28, 18, 37, 32, 19, -6, -15, 11, + 10, 26, 48, 27, 17, 16, 22, 30 }; -static const opus_int16 denoise_output_bias[22] = { - -555, 447, 415, -107, 1059, 787, 928, -548, - 37, 10, 266, 33, 1036, 667, -424, 187, - -24, 468, 767, 253, -716, -23 +static const rnn_weight denoise_output_bias[22] = { + -30, 2, 15, 15, 20, -4, 6, -31, + 16, 11, 53, -5, 1, 50, 21, 4, + 27, 23, 22, 10, -5, 3 }; const DenseLayer denoise_output = { @@ -11013,14 +11013,14 @@ const DenseLayer denoise_output = { 96, 22, ACTIVATION_SIGMOID }; -static const opus_int16 vad_output_weights[24] = { - 6193, 55, -10093, 1361, 5257, -3572, 425, 4349, - 7773, -2446, 85, 2085, 4370, 2846, -7868, 1570, - 11450, 5037, -8273, -6425, 5610, -6960, -4108, 3935 +static const rnn_weight vad_output_weights[24] = { + -128, 45, 127, -128, 127, 127, 127, 18, + -128, -128, 127, -128, -128, 127, -128, -128, + -127, 127, 127, 127, -128, 127, 102, 127 }; -static const opus_int16 vad_output_bias[1] = { - 274 +static const rnn_weight vad_output_bias[1] = { + 51 }; const DenseLayer vad_output = { diff --git a/training/dump_rnn.py b/training/dump_rnn.py index 3119528..9f267a7 100755 --- a/training/dump_rnn.py +++ b/training/dump_rnn.py @@ -15,9 +15,9 @@ import numpy as np def printVector(f, vector, name): v = np.reshape(vector, (-1)); #print('static const float ', name, '[', len(v), '] = \n', file=f) - f.write('static const opus_int16 {}[{}] = {{\n '.format(name, len(v))) + f.write('static const rnn_weight {}[{}] = {{\n '.format(name, len(v))) for i in range(0, len(v)): - f.write('{}'.format(int(round(8192*v[i])))) + f.write('{}'.format(min(127, int(round(256*v[i]))))) if (i!=len(v)-1): f.write(',') else: @@ -50,11 +50,14 @@ def printLayer(f, hf, layer): hf.write('extern const DenseLayer {};\n\n'.format(name)); +def foo(c, name): + return 1 + def mean_squared_sqrt_error(y_true, y_pred): return K.mean(K.square(K.sqrt(y_pred) - K.sqrt(y_true)), axis=-1) -model = load_model(sys.argv[1], custom_objects={'msse': mean_squared_sqrt_error, 'mean_squared_sqrt_error': mean_squared_sqrt_error, 'my_crossentropy': mean_squared_sqrt_error, 'mycost': mean_squared_sqrt_error}) +model = load_model(sys.argv[1], custom_objects={'msse': mean_squared_sqrt_error, 'mean_squared_sqrt_error': mean_squared_sqrt_error, 'my_crossentropy': mean_squared_sqrt_error, 'mycost': mean_squared_sqrt_error, 'WeightClip': foo}) weights = model.get_weights() diff --git a/training/rnn_train.py b/training/rnn_train.py index e1b6935..3db89fc 100755 --- a/training/rnn_train.py +++ b/training/rnn_train.py @@ -14,8 +14,10 @@ from keras.layers import Dropout from keras.layers import concatenate from keras import losses from keras import regularizers +from keras.constraints import min_max_norm import h5py +from keras.constraints import Constraint from keras import backend as K import numpy as np @@ -41,20 +43,34 @@ def mycost(y_true, y_pred): def my_accuracy(y_true, y_pred): return K.mean(2*K.abs(y_true-0.5) * K.equal(y_true, K.round(y_pred)), axis=-1) +class WeightClip(Constraint): + '''Clips the weights incident to each hidden unit to be inside a range + ''' + def __init__(self, c=2): + self.c = c + + def __call__(self, p): + return K.clip(p, -self.c, self.c) + + def get_config(self): + return {'name': self.__class__.__name__, + 'c': self.c} + reg = 0.000001 +constraint = WeightClip(0.499) print('Build model...') main_input = Input(shape=(None, 42), name='main_input') -tmp = Dense(24, activation='tanh', name='input_dense')(main_input) -vad_gru = GRU(24, activation='tanh', recurrent_activation='sigmoid', return_sequences=True, name='vad_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg))(tmp) -vad_output = Dense(1, activation='sigmoid', name='vad_output')(vad_gru) +tmp = Dense(24, activation='tanh', name='input_dense', kernel_constraint=constraint, bias_constraint=constraint)(main_input) +vad_gru = GRU(24, activation='tanh', recurrent_activation='sigmoid', return_sequences=True, name='vad_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg), kernel_constraint=constraint, recurrent_constraint=constraint, bias_constraint=constraint)(tmp) +vad_output = Dense(1, activation='sigmoid', name='vad_output', kernel_constraint=constraint, bias_constraint=constraint)(vad_gru) noise_input = keras.layers.concatenate([tmp, vad_gru, main_input]) -noise_gru = GRU(48, activation='relu', recurrent_activation='sigmoid', return_sequences=True, name='noise_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg))(noise_input) +noise_gru = GRU(48, activation='relu', recurrent_activation='sigmoid', return_sequences=True, name='noise_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg), kernel_constraint=constraint, recurrent_constraint=constraint, bias_constraint=constraint)(noise_input) denoise_input = keras.layers.concatenate([vad_gru, noise_gru, main_input]) -denoise_gru = GRU(96, activation='tanh', recurrent_activation='sigmoid', return_sequences=True, name='denoise_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg))(denoise_input) +denoise_gru = GRU(96, activation='tanh', recurrent_activation='sigmoid', return_sequences=True, name='denoise_gru', kernel_regularizer=regularizers.l2(reg), recurrent_regularizer=regularizers.l2(reg), kernel_constraint=constraint, recurrent_constraint=constraint, bias_constraint=constraint)(denoise_input) -denoise_output = Dense(22, activation='sigmoid', name='denoise_output')(denoise_gru) +denoise_output = Dense(22, activation='sigmoid', name='denoise_output', kernel_constraint=constraint, bias_constraint=constraint)(denoise_gru) model = Model(inputs=main_input, outputs=[denoise_output, vad_output]) @@ -95,6 +111,6 @@ print(len(x_train), 'train sequences. x shape =', x_train.shape, 'y shape = ', y print('Train...') model.fit(x_train, [y_train, vad_train], batch_size=batch_size, - epochs=60, + epochs=120, validation_split=0.1) -model.save("newweights6a2a.hdf5") +model.save("newweights6c.hdf5") |