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Speech/Music classification of audio files using machine learning techniques.
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the-assignment/classifier/feature_extraction/speech_features/china.json

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Extract features
6 years ago
{
Add 4 Hz modulation feature
6 years ago
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Update feature JSONs
6 years ago
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Extract features
6 years ago
"SC": [1111.8939209, 1124.76843262, 3101.25683594, 756.652832031, 1128.91870117, 2299.68139648, 2082.63208008, 2152.42626953, 2229.70581055, 2384.34863281, 2173.90527344, 2198.08789062, 2488.59277344, 2406.94775391, 2317.3737793, 2177.81933594, 2270.84667969, 2344.86279297, 1253.3572998, 1259.2064209, 1462.06750488, 4525.08447266, 1001.16326904, 983.824707031, 1741.13720703, 1420.03686523, 1061.54284668, 2474.73999023, 1148.3684082, 1318.06591797, 1566.54443359, 1894.53918457, 991.373352051, 2184.56835938, 1648.02697754, 1689.47119141, 2167.96630859, 1696.54040527, 1937.81555176, 2039.88842773, 2790.85473633, 1539.27404785, 1497.35021973, 1301.48742676, 823.19909668, 632.877441406, 986.520690918, 1210.01733398, 1103.3026123, 2171.62890625, 1384.01538086, 1260.36694336, 1157.25634766, 2431.93115234, 3324.87060547, 2595.76171875, 1546.91967773, 2013.90356445, 2100.96459961, 948.515563965, 772.946838379, 1874.17468262, 5569.52001953, 753.039855957, 579.049560547, 1056.1340332, 1966.53149414, 1536.95458984, 1407.18554688, 1128.01257324, 1415.13830566, 1454.76025391, 1845.79260254, 2107.40576172, 2217.32788086, 2198.26782227, 2214.97851562, 2364.02319336, 2144.69262695, 2280.68945312, 2166.28295898, 828.477844238, 1063.23071289, 467.061096191, 1605.12231445, 1559.30493164, 754.789123535, 1125.58947754, 976.456359863, 1142.39929199, 1651.47583008, 2296.13305664, 2190.86132812, 893.800292969, 881.192321777, 1455.00915527, 1168.54956055, 1989.5723877, 2756.64770508, 2614.10620117, 1201.00488281, 1813.19909668, 2067.15893555, 2349.87866211, 2208.71948242, 1984.14135742, 1949.53552246, 1719.17626953, 1233.07104492, 1408.70751953, 2388.25634766, 5717.36816406, 1222.30419922, 1422.30383301, 1336.08398438, 2232.50317383, 3107.48364258, 5641.21484375, 2682.25146484, 887.725891113, 1517.44665527, 1750.75585938, 2226.62036133, 1173.13293457, 923.555480957, 500.805999756, 495.027374268, 605.093139648, 2330.93334961, 3361.02050781, 2857.15185547, 1317.26184082, 1356.43212891, 1206.51623535, 1389.69909668, 4125.69384766, 3897.08032227, 2241.09936523, 2127.0324707, 2338.90087891, 1580.33557129, 1380.02429199, 1257.69140625, 3450.37939453, 3266.16674805, 1570.75549316, 2011.40039062, 1522.69433594, 1919.46398926, 2792.17236328, 2560.71386719, 5366.16503906, 4310.62011719, 1941.58728027, 1539.6027832, 1057.2401123, 2249.33251953, 1852.53234863, 1218.13269043, 1519.99938965, 1561.02380371, 1586.03833008, 2402.08886719, 1698.04650879, 3147.39477539, 1167.43249512, 676.483581543, 750.552246094, 3709.1940918, 3960.93237305, 1619.22558594, 1432.61035156, 1724.2956543, 1702.99499512, 76.8577880859, 59.7980155945, 179.426330566, 701.229858398, 1547.66088867, 2086.66333008, 1317.05053711, 1257.82824707, 1342.82141113, 1392.2911377, 1417.82531738, 1486.57824707, 1072.66564941, 1082.27502441, 1170.18139648, 1511.79406738, 1139.67077637, 1077.06542969, 1079.48217773, 1257.20983887, 3674.72363281, 796.202270508, 726.82409668, 1359.22814941, 1611.11230469, 3627.20629883, 765.353820801, 1330.56860352, 768.364685059, 892.024597168, 1104.27587891, 2490.88818359, 1975.31604004, 1390.84191895, 1789.859375, 2033.57983398, 1448.79772949, 2908.08886719, 1783.97106934, 1241.18835449],
Update feature JSONs
6 years ago
"SComp": [35, 31, 37, 86, 19, 0, 2, 1, 1, 1, 2, 4, 4, 8, 1, 1, 1, 2, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 38, 12, 100, 61, 2, 2, 4, 3, 3, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 23, 4, 4, 100, 100, 100, 100, 100, 100, 100, 100, 77, 63, 100, 100, 36, 31, 75, 38, 7, 2, 3, 4, 3, 1, 2, 2, 3, 80, 100, 99, 100, 100, 100, 100, 100, 100, 21, 3, 3, 24, 100, 100, 100, 9, 2, 2, 68, 100, 99, 1, 2, 4, 100, 100, 100, 27, 65, 85, 100, 100, 100, 2, 3, 100, 100, 100, 22, 8, 1, 23, 58, 89, 100, 41, 2, 9, 2, 98, 100, 100, 100, 20, 3, 2, 3, 8, 100, 32, 14, 8, 3, 29, 24, 18, 4, 2, 3, 6, 100, 100, 100, 20, 4, 9, 100, 100, 100, 100, 2, 6, 100, 100, 100, 34, 83, 100, 100, 100, 100, 100, 51, 13, 1, 1, 2, 1, 43, 100, 100, 100, 100, 100, 100, 100, 83, 100, 100, 100, 100, 74, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 53, 1, 9, 19, 9, 9, 41, 100, 100, 100],
"SDec": [3.25964856148, 2.93005442619, 2.61151599884, 8.84813308716, 2.38163852692, 0.739620745182, 0.75714969635, 0.756147027016, 0.689377307892, 0.622267842293, 0.656817734241, 0.674103915691, 0.837740957737, 1.09590649605, 0.631405830383, 0.68246614933, 0.678601980209, 0.653685808182, 9.67682361603, 49.4216384888, 42.0369987488, 9.39415645599, 55.4647903442, 21.7518749237, 60.607334137, 49.5078201294, 22.9308891296, 9.18733406067, 19.0047931671, 27.6779899597, 17.2777576447, 25.9178504944, 3.83773994446, 1.21511876583, 7.24604558945, 3.04117774963, 0.699107170105, 0.959540009499, 1.0809674263, 0.805257976055, 0.778266072273, 13.0830574036, 20.9336585999, 14.5944318771, 57.1936340332, 38.4667434692, 21.8677635193, 68.7925949097, 10.5017156601, 13.3010759354, 11.5205812454, 26.5667438507, 15.8641347885, 1.62403929234, 0.868808448315, 0.748197317123, 16.0905532837, 66.4174423218, 37.3858184814, 48.309173584, 40.9377441406, 15.800075531, 9.65303325653, 15.7962913513, 9.2901763916, 8.12626361847, 13.6254167557, 32.6010017395, 2.90624570847, 1.80569314957, 2.913189888, 2.27446818352, 0.920496761799, 0.709371328354, 0.676652729511, 0.686066389084, 0.74192917347, 0.618784606457, 0.673752129078, 0.685929059982, 0.670989155769, 6.33734989166, 9.92258644104, 13.7174453735, 20.4060153961, 27.7700119019, 27.993768692, 16.0517463684, 10.3717260361, 9.81588459015, 1.56528389454, 0.714316666126, 0.675201535225, 1.8361235857, 29.346496582, 64.4576263428, 13.4059715271, 1.11454939842, 0.788009643555, 0.97822958231, 5.47573232651, 12.2404708862, 10.2018270493, 0.731995224953, 0.723409712315, 1.0183955431, 16.3540706635, 67.9050216675, 31.4647846222, 1.77315115929, 2.91795134544, 5.42970609665, 47.7405128479, 68.7665176392, 11.1358652115, 0.690972566605, 0.71113216877, 5.30244922638, 15.4243087769, 18.1673221588, 2.05460262299, 1.07877624035, 0.676506698132, 2.27892756462, 6.79279661179, 21.7166671753, 32.2288398743, 15.1699428558, 0.748592317104, 1.29015910625, 0.92419975996, 4.64143943787, 31.6930561066, 44.0927314758, 9.79008197784, 1.93239462376, 1.13847529888, 0.712976694107, 0.728966116905, 1.1043330431, 5.449031353, 2.66104340553, 1.53245353699, 1.16146719456, 1.02808749676, 2.1966881752, 1.60078048706, 1.89709484577, 0.829448878765, 0.736007034779, 0.748039722443, 2.3884677887, 13.8727197647, 30.6768684387, 17.6812381744, 2.57856488228, 1.25363528728, 0.972109615803, 15.4228906631, 74.2966995239, 75.5694274902, 13.9795751572, 0.880283117294, 1.21516704559, 7.03336334229, 26.8800868988, 27.2322845459, 3.7132101059, 3.05537748337, 7.17574977875, 15.1102762222, 14.7855834961, 6.05234193802, 7.61784601212, 39.3599128723, 31.3108882904, 8.73976230621, 2.35046434402, 1.00125861168, 0.673253953457, 2.13569140434, 19.3054466248, 15.795463562, 3.464833498, 23.6245975494, 7.89180707932, 9.97352218628, 6.54229640961, 9.15718078613, 5.50141716003, 17.7414798737, 13.2847719193, 8.02508068085, 3.82656574249, 4.55401039124, 9.03434848785, 15.3888597488, 9.07894515991, 31.1489887238, 7.57610034943, 16.2180328369, 7.78949308395, 14.3417310715, 6.05839204788, 3.52694201469, 0.679057598114, 1.17637729645, 1.36690461636, 1.19383299351, 1.20934402943, 2.97411203384, 8.29808712006, 8.13381385803, 8.09890651703],
"SEFlat": [1.35591351986, 1.37886929512, 1.31939470768, 1.40169429779, 1.38385689259, 1.26611423492, 1.27499365807, 1.27451717854, 1.25290668011, 1.24011456966, 1.27174067497, 1.2688177824, 1.28678297997, 1.2982929945, 1.26636171341, 1.26610314846, 1.25440657139, 1.26188981533, 1.35971164703, 1.36503076553, 1.34969556332, 1.32525742054, 1.35805022717, 1.33499467373, 1.31951034069, 1.36698150635, 1.37679648399, 1.2717975378, 1.37488555908, 1.35110914707, 1.34384357929, 1.29787683487, 1.3843331337, 1.27190816402, 1.3038867712, 1.3032964468, 1.25257647038, 1.26695227623, 1.29293227196, 1.26961398125, 1.25117337704, 1.36754012108, 1.27282786369, 1.3599729538, 1.39723598957, 1.39013874531, 1.38365340233, 1.38231611252, 1.36036753654, 1.21311056614, 1.36457455158, 1.38095140457, 1.35790979862, 1.29631650448, 1.25936436653, 1.25180244446, 1.34366452694, 1.28290677071, 1.26594078541, 1.37586903572, 1.38855028152, 1.35480749607, 1.51450133324, 1.38542485237, 1.3938601017, 1.38418197632, 1.34525966644, 1.35220873356, 1.37916886806, 1.33306205273, 1.38931572437, 1.38821387291, 1.34213399887, 1.27337884903, 1.26108896732, 1.27102518082, 1.26710343361, 1.2542181015, 1.2669891119, 1.25370573997, 1.27175951004, 1.38460803032, 1.3838596344, 1.40104913712, 1.33792495728, 1.35760223866, 1.3760882616, 1.36898052692, 1.36820912361, 1.36528682709, 1.33645761013, 1.25529718399, 1.27068650723, 1.37763011456, 1.38736712933, 1.37684130669, 1.33727121353, 1.32612347603, 1.26881051064, 1.23783767223, 1.38252353668, 1.30388379097, 1.33375370502, 1.25129449368, 1.26770198345, 1.30954623222, 1.30586910248, 1.34450984001, 1.36341738701, 1.33167028427, 1.35437870026, 2.1162686348, 1.35203444958, 1.3425334692, 1.32093036175, 1.25354087353, 1.23493075371, 2.46713018417, 1.34498250484, 1.38926267624, 1.3627191782, 1.31583750248, 1.27038407326, 1.34626460075, 1.38278150558, 1.39378762245, 1.40114760399, 1.39558839798, 1.26430165768, 1.23050796986, 1.25288724899, 1.34351849556, 1.36730694771, 1.38203203678, 1.30927634239, 2.04229545593, 1.33202362061, 1.26868367195, 1.27155327797, 1.21884536743, 1.33695697784, 1.36495983601, 1.36040556431, 1.31239807606, 1.24333703518, 1.32992506027, 1.30628418922, 1.36662900448, 1.30332672596, 1.23816990852, 1.24363291264, 1.83090364933, 1.12392616272, 1.23153758049, 1.37835621834, 1.37693250179, 1.27909040451, 1.30484700203, 1.36955833435, 1.37313985825, 1.38171052933, 1.38124918938, 1.26517319679, 1.33410561085, 1.29294896126, 1.38266348839, 1.40526354313, 1.39007008076, 1.62424683571, 2.26612186432, 1.30300748348, 1.31117784977, 1.37398135662, 1.36917483807, 1.41144132614, 1.41178047657, 1.40747952461, 1.36956977844, 1.27672874928, 1.26432073116, 1.3543112278, 1.36576843262, 1.39436113834, 1.34351909161, 1.36023318768, 1.36250638962, 1.38484573364, 1.38511109352, 1.38394141197, 1.34268271923, 1.37800359726, 1.35935497284, 1.3773573637, 1.35516679287, 1.45269680023, 1.39201247692, 1.38517415524, 1.33647596836, 1.32166218758, 1.19712114334, 1.38888895512, 1.38055288792, 1.39108359814, 1.37835550308, 1.37842082977, 1.2283629179, 1.3144646883, 1.3607943058, 1.32968950272, 1.31088101864, 1.3412541151, 1.28728342056, 1.31928694248, 1.37572491169],
Extract features
6 years ago
"SF": [59.9610214233, 54.2959823608, 45.9775009155, 148.778625488, 154.394668579, 34.3209571838, 9.32260227203, 9.87470531464, 9.4527387619, 8.0157699585, 7.74846363068, 7.79171609879, 11.3238325119, 11.6239929199, 14.6790466309, 7.83760261536, 8.16054916382, 8.68966197968, 240.050323486, 882.630310059, 837.827819824, 737.782348633, 1083.95349121, 922.416015625, 1158.80871582, 869.555908203, 766.819091797, 413.537139893, 292.36340332, 462.108581543, 419.429779053, 283.994445801, 447.212921143, 60.359210968, 136.738876343, 117.384750366, 46.1831588745, 12.7593173981, 14.8084373474, 13.4214277267, 11.1594600677, 297.597808838, 290.203094482, 461.056884766, 1024.27429199, 939.499511719, 736.60925293, 1060.47814941, 1230.21813965, 239.958740234, 270.336639404, 411.980438232, 411.831298828, 255.527877808, 20.9099807739, 10.8393106461, 390.14944458, 1142.59973145, 1121.40930176, 1018.15270996, 845.54095459, 625.34375, 298.566497803, 304.765472412, 236.769165039, 136.079055786, 273.358337402, 458.987335205, 587.10559082, 34.9578323364, 50.3580780029, 40.2582092285, 32.6646995544, 12.4080266953, 8.11695957184, 8.18355560303, 8.7283115387, 8.57236862183, 7.88828086853, 7.84813261032, 8.16738319397, 142.390960693, 161.790374756, 229.763198853, 496.972229004, 326.221740723, 668.749023438, 509.285064697, 240.772384644, 155.593551636, 173.66104126, 20.0656909943, 7.670814991, 40.5041847229, 672.602294922, 1061.80053711, 1144.52636719, 210.47253418, 13.1857147217, 13.206653595, 121.236297607, 235.439712524, 168.644683838, 170.971054077, 9.69840049744, 11.8714075089, 410.244018555, 1092.37219238, 1121.37963867, 499.025878906, 49.3273620605, 103.553977966, 1088.75976562, 805.879821777, 1223.17382812, 158.932113647, 9.34802150726, 115.156906128, 305.284301758, 288.267303467, 306.631958008, 25.2415904999, 14.6551361084, 46.0023956299, 144.859542847, 386.143920898, 660.129943848, 537.520080566, 224.11895752, 20.2954139709, 16.8813552856, 109.576049805, 619.621276855, 784.632080078, 764.014953613, 149.853302002, 26.7225036621, 16.1645145416, 8.86090755463, 17.8177776337, 98.9481124878, 90.9132080078, 42.9295349121, 27.1851654053, 14.8005447388, 42.1575927734, 27.3654651642, 29.4614868164, 28.5216293335, 10.1122350693, 9.60252475739, 50.42029953, 272.873779297, 508.640838623, 483.336914062, 279.199432373, 43.1450958252, 18.387834549, 391.366729736, 1318.33740234, 1337.39367676, 1307.24047852, 182.256744385, 17.0208950043, 160.703430176, 481.889038086, 550.881408691, 463.109619141, 84.5636367798, 104.253875732, 297.960327148, 221.936035156, 211.71836853, 90.7340393066, 877.341308594, 526.903381348, 440.47177124, 139.385101318, 30.7708301544, 12.6930398941, 47.7072753906, 372.052215576, 298.571166992, 256.166992188, 475.448974609, 425.46963501, 134.278701782, 142.556274414, 154.950561523, 163.995040894, 320.821014404, 251.514694214, 209.498214722, 119.482208252, 93.9951705933, 209.035766602, 259.125610352, 240.970840454, 497.641204834, 551.284729004, 306.523284912, 303.145629883, 156.627090454, 234.678726196, 89.106842041, 54.9723052979, 16.2856349945, 21.5277500153, 15.2485208511, 17.3094596863, 58.9972915649, 132.572662354, 162.841659546, 156.822616577],
Update feature JSONs
6 years ago
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Extract features
6 years ago
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Update feature JSONs
6 years ago
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Extract features
6 years ago
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Update feature JSONs
6 years ago
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Extract features
6 years ago
}