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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/kedar.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": [1937.76330566, 1886.80383301, 1771.81066895, 1880.60522461, 1851.27636719, 1893.92407227, 1854.03125, 1953.93200684, 1910.359375, 1801.4486084, 1942.70947266, 2028.82897949, 2074.09960938, 2032.70556641, 1013.29260254, 1351.49621582, 1318.29138184, 2340.83862305, 1269.18347168, 1261.68786621, 1243.72729492, 1305.40722656, 1377.28955078, 1921.73083496, 963.91595459, 993.382263184, 1024.88012695, 1244.82580566, 1416.22363281, 1329.59265137, 803.003845215, 2995.60498047, 1040.83178711, 1128.73706055, 2911.40112305, 1645.8482666, 843.642456055, 1018.79119873, 2252.40795898, 1983.1451416, 1945.72521973, 4023.06274414, 2609.74023438, 2226.72851562, 1434.60998535, 1256.05419922, 1643.69238281, 1802.06726074, 1218.86193848, 2311.96777344, 3073.45654297, 856.247558594, 1630.51818848, 1739.42504883, 1821.85498047, 1703.15710449, 1118.50793457, 1125.96496582, 1543.31152344, 968.519714355, 1374.93408203, 1349.63464355, 1634.91564941, 989.914428711, 975.703186035, 3760.68652344, 1222.36877441, 751.239624023, 1873.95739746, 1692.86743164, 1534.51574707, 2110.48046875, 1973.82873535, 2178.66479492, 1328.87133789, 2662.82006836, 1390.89025879, 865.165710449, 851.05267334, 2027.75146484, 1139.39624023, 910.898681641, 1082.91271973, 1323.37475586, 1444.42114258, 1429.41540527, 1141.18701172, 1316.88208008, 1288.06652832, 914.934082031, 1074.31347656, 1209.35717773, 1406.61230469, 1228.42565918, 1846.9309082, 1304.03503418, 1185.89733887, 1867.17785645, 1537.09619141, 2002.8104248, 1173.70849609, 1320.17822266, 1267.89050293, 1221.86340332, 1750.60546875, 1853.59350586, 1740.96801758, 1446.92822266, 632.867492676, 1026.96862793, 1269.78137207, 1206.70288086, 4111.29003906, 4761.86181641, 1465.30151367, 968.827697754, 846.693664551, 1296.4453125, 1384.97814941, 1429.14855957, 1141.39526367, 1092.76525879, 1184.2902832, 773.213928223, 1525.31933594, 1040.23937988, 1739.34057617, 1107.51086426, 739.902832031, 830.626403809, 992.407592773, 862.512756348, 1550.90783691, 866.164367676, 767.104309082, 1132.49072266, 935.966308594, 818.689880371, 950.821960449, 1077.32983398, 879.391784668, 1068.0201416, 1675.31872559, 1600.40759277, 1673.22570801, 846.893554688, 3058.43603516, 1228.37609863, 957.830932617, 1328.6607666, 1174.55480957, 1762.06445312, 937.46270752, 965.541564941, 945.296203613, 1055.9486084, 1472.55627441, 1096.48742676, 2973.83984375, 1012.15411377, 1187.13354492, 1076.09643555, 2292.60546875, 2825.07470703, 1185.74816895, 1137.63903809, 1000.92730713, 772.103088379, 1190.60742188, 1733.99291992, 896.846679688, 1493.65209961, 949.261962891, 1193.94287109, 960.971618652, 1026.58728027, 1021.08764648, 775.23236084, 1009.05645752, 993.359680176, 1389.41015625, 1229.85131836, 3089.64355469, 1174.28027344, 1351.59265137, 1215.80969238, 910.560913086, 1346.21105957, 2509.87109375, 1224.46228027, 1179.0814209, 1181.33605957, 1012.85760498, 1788.76989746, 1911.59741211, 1767.14697266, 1047.68994141, 1119.5970459, 775.076965332, 678.597961426, 4658.27099609, 2411.81298828, 1760.25720215, 1301.54968262, 889.587585449, 1546.39294434, 1384.70410156, 1037.55090332, 877.508728027, 1031.29040527, 3068.74829102, 853.7890625, 1135.79528809, 4334.85498047],
Update feature JSONs
6 years ago
"SComp": [6, 14, 7, 8, 4, 1, 1, 1, 1, 3, 1, 1, 2, 3, 86, 100, 100, 100, 100, 100, 100, 100, 92, 82, 73, 91, 57, 71, 100, 63, 42, 39, 77, 70, 43, 100, 69, 24, 1, 2, 2, 1, 67, 100, 100, 100, 35, 39, 100, 100, 100, 19, 4, 1, 2, 2, 64, 100, 100, 100, 100, 77, 4, 60, 100, 64, 32, 48, 84, 100, 62, 3, 1, 59, 100, 68, 100, 86, 40, 98, 67, 84, 62, 4, 1, 0, 2, 1, 8, 100, 100, 100, 83, 100, 97, 100, 100, 47, 94, 100, 100, 100, 100, 2, 1, 1, 2, 1, 2, 100, 100, 100, 4, 3, 1, 1, 5, 69, 100, 100, 100, 100, 100, 34, 61, 72, 66, 93, 28, 38, 100, 63, 83, 96, 60, 100, 46, 86, 100, 38, 70, 25, 2, 2, 6, 74, 100, 100, 41, 3, 1, 1, 43, 100, 100, 33, 86, 76, 56, 67, 100, 31, 12, 2, 48, 100, 100, 32, 5, 1, 1, 1, 2, 8, 73, 79, 100, 87, 91, 100, 100, 94, 43, 100, 100, 86, 75, 98, 59, 22, 75, 100, 92, 1, 3, 1, 100, 100, 49, 36, 3, 100, 100, 100, 100, 100, 100, 80, 67, 100, 49, 67, 67, 24],
"SDec": [1.02079033852, 1.09465026855, 1.14008617401, 1.03997302055, 1.03102362156, 0.730653643608, 0.763888716698, 0.716921627522, 0.739889204502, 0.776559650898, 0.694339036942, 0.6986784935, 0.744734942913, 0.780362606049, 5.92822504044, 8.96100997925, 8.91104984283, 5.05596828461, 8.09527301788, 6.63965892792, 9.52083396912, 5.01642990112, 8.85671615601, 3.88800597191, 7.34487628937, 8.676653862, 3.77234315872, 8.28737449646, 4.20683908463, 3.63421010971, 6.25722026825, 2.5589325428, 4.11299943924, 5.27086114883, 2.57470464706, 6.72055053711, 6.87901258469, 3.30696463585, 0.787187993526, 0.739637136459, 0.776649713516, 1.05459785461, 2.68710446358, 7.91343736649, 5.55434846878, 12.2819652557, 3.73539924622, 2.27099895477, 8.08429431915, 4.16368865967, 4.09008646011, 3.03805685043, 0.875160992146, 0.859973013401, 0.747601270676, 0.784632086754, 4.46419477463, 7.83926391602, 9.27892875671, 9.3424987793, 9.68997192383, 7.82308197021, 0.828476071358, 4.13790130615, 9.23916149139, 3.94146227837, 1.82736313343, 3.28999829292, 8.74080848694, 8.73402404785, 4.38480758667, 0.985785782337, 1.40287518501, 3.86048388481, 8.65533924103, 4.84426212311, 7.64580059052, 4.4457116127, 5.59401798248, 4.08504247665, 3.6165804863, 6.69021081924, 4.77303409576, 1.05531263351, 0.960623145103, 0.967962741852, 1.22753167152, 1.06356298923, 1.12391841412, 15.5668897629, 14.0480804443, 7.98604822159, 6.53743314743, 7.95424890518, 6.88207149506, 8.50667095184, 11.061873436, 4.10760116577, 6.23650884628, 4.68932342529, 3.85741281509, 8.8788394928, 4.87130784988, 1.27061188221, 0.782621264458, 0.74669700861, 0.80410784483, 0.995242893696, 2.20257377625, 10.0057086945, 7.13790655136, 7.59439945221, 2.03664112091, 2.55719518661, 0.946164309978, 1.39180541039, 1.64213252068, 4.53103971481, 9.00154399872, 17.8767795563, 4.5536904335, 9.18183326721, 9.24166488647, 6.09014558792, 5.33283376694, 4.31475019455, 4.33901166916, 6.79095935822, 6.38370037079, 5.6911945343, 7.20785140991, 5.31960964203, 4.20541906357, 6.73311948776, 5.13573980331, 4.85120010376, 2.91284227371, 8.88688564301, 12.6658506393, 2.77532601357, 5.40632390976, 3.92853355408, 0.861833810806, 0.941998302937, 0.984678804874, 4.25110054016, 6.28256177902, 6.11919927597, 6.15480422974, 1.02691614628, 1.23865318298, 0.784503638744, 2.49686408043, 18.2274036407, 7.93865013123, 3.08583521843, 5.4984331131, 6.42951393127, 3.64514899254, 3.81500339508, 9.42431163788, 3.4418027401, 2.50017547607, 1.06836307049, 2.56076836586, 11.6316394806, 8.57765483856, 6.48538637161, 1.19001638889, 1.2041040659, 1.81830275059, 1.18967556953, 1.58948266506, 1.13271403313, 6.19335222244, 6.3340010643, 15.0897817612, 9.41321372986, 10.5665769577, 8.14840507507, 11.6245594025, 5.5728931427, 3.04427337646, 6.83099603653, 6.47303771973, 10.1353254318, 5.48559379578, 7.41024065018, 2.99102330208, 2.19995331764, 6.76399755478, 8.96702861786, 10.2639360428, 0.898820161819, 0.807580828667, 0.756156027317, 9.38708972931, 21.6686115265, 9.99921035767, 5.43439722061, 1.31647086143, 4.08080148697, 13.2418012619, 11.4020614624, 9.30590724945, 5.0190243721, 6.06865692139, 6.14086008072, 4.52005004883, 8.34658050537, 3.46741628647, 7.15157651901, 4.36349344254, 2.61897325516],
"SEFlat": [1.33643043041, 1.33106315136, 1.35457623005, 1.34719145298, 1.34327197075, 1.30184543133, 1.31397235394, 1.2884761095, 1.3087092638, 1.30617928505, 1.28333580494, 1.26450955868, 1.28410685062, 1.31409275532, 1.38534975052, 1.29196357727, 1.31322991848, 1.21639680862, 1.33199644089, 1.34327483177, 1.34112536907, 1.36016428471, 1.36675298214, 1.34297192097, 1.35043179989, 1.37295269966, 1.38317990303, 1.32238316536, 1.34412717819, 1.36844778061, 1.39044511318, 1.19904494286, 1.37656700611, 1.38159203529, 1.27476799488, 1.28832066059, 1.37788546085, 1.37152290344, 1.28525388241, 1.27734017372, 1.29184615612, 1.10736429691, 1.22793054581, 1.28542590141, 1.31047749519, 1.34883475304, 1.34312903881, 1.33463215828, 1.34576928616, 1.22660493851, 1.63414871693, 1.384136796, 1.32512354851, 1.30038380623, 1.30951142311, 1.32484650612, 1.36112785339, 1.37193024158, 1.2885466814, 1.38579308987, 1.33460438251, 1.33684337139, 1.34712362289, 1.38111114502, 1.36946558952, 1.86598646641, 1.37190079689, 1.39450860023, 1.36476802826, 1.32276499271, 1.34345185757, 1.27697038651, 1.33162236214, 1.34429478645, 1.37333166599, 1.30371034145, 1.34921360016, 1.38233911991, 1.36628234386, 1.328971982, 1.36968898773, 1.37288153172, 1.35136342049, 1.34802114964, 1.31808257103, 1.30969285965, 1.35853803158, 1.31086993217, 1.33412611485, 1.37917888165, 1.36367058754, 1.36023676395, 1.30439448357, 1.37204515934, 1.34861946106, 1.3712490797, 1.34105229378, 1.31245315075, 1.34760987759, 1.31926071644, 1.37097251415, 1.3338830471, 1.35652089119, 1.33677899837, 1.31100583076, 1.2951862812, 1.30100011826, 1.33249723911, 1.38291931152, 1.3710693121, 1.32802474499, 1.36962664127, 1.13810753822, 1.71142017841, 1.31599807739, 1.35978639126, 1.36304831505, 1.33623242378, 1.34869778156, 1.32731127739, 1.35625720024, 1.35887801647, 1.31310904026, 1.37354266644, 1.32261967659, 1.36964154243, 1.35419511795, 1.37556004524, 1.39478564262, 1.37554812431, 1.37530946732, 1.37679946423, 1.35592377186, 1.38987696171, 1.39086949825, 1.38414621353, 1.3720164299, 1.37985730171, 1.3680588007, 1.38041949272, 1.39053952694, 1.38317000866, 1.32236778736, 1.31530821323, 1.32018721104, 1.38532686234, 1.28214979172, 1.37039387226, 1.37930107117, 1.32219004631, 1.34448122978, 1.30527615547, 1.37376451492, 1.37831830978, 1.35490894318, 1.37282073498, 1.33792221546, 1.37775361538, 1.32359516621, 1.38200080395, 1.38361990452, 1.36809933186, 1.34275484085, 1.26526737213, 1.35994076729, 1.36739826202, 1.35810637474, 1.37380027771, 1.3505885601, 1.340934515, 1.37127625942, 1.34591794014, 1.35519087315, 1.34488415718, 1.38115382195, 1.36661624908, 1.36438930035, 1.36544167995, 1.39409601688, 1.37024211884, 1.31868672371, 1.36169433594, 1.250020504, 1.3710963726, 1.33444583416, 1.33207964897, 1.39101707935, 1.36766254902, 1.27625095844, 1.36430847645, 1.38015830517, 1.34044456482, 1.35916316509, 1.29269754887, 1.27716207504, 1.32764005661, 1.37680852413, 1.37261343002, 1.37426793575, 1.3952575922, 1.32212662697, 1.27242791653, 1.30927824974, 1.34214997292, 1.39352381229, 1.34958946705, 1.34196519852, 1.37028479576, 1.38263845444, 1.37469005585, 1.29839897156, 1.37504255772, 1.38012003899, 1.16510522366],
Extract features
6 years ago
"SF": [21.3701858521, 13.7150230408, 14.7782649994, 14.2715320587, 12.2504873276, 13.1715660095, 8.67715835571, 9.11042690277, 8.31687927246, 8.29324150085, 8.63454914093, 8.28130531311, 8.95571613312, 9.59959125519, 128.216644287, 148.259262085, 149.558288574, 133.243484497, 132.310836792, 106.252319336, 191.842376709, 160.420700073, 124.408874512, 134.006164551, 120.391693115, 101.004592896, 147.585021973, 133.192565918, 117.364372253, 43.6301269531, 108.949890137, 108.481010437, 67.231086731, 78.8412857056, 87.4491729736, 104.968299866, 167.11730957, 99.160697937, 50.4559822083, 8.70434570312, 8.26671409607, 16.5556964874, 52.2675971985, 104.033943176, 153.029876709, 190.172042847, 214.091827393, 43.2761077881, 146.086624146, 144.987564087, 57.3181190491, 75.9158706665, 49.5145759583, 10.0500040054, 10.4458312988, 8.78168201447, 97.350769043, 107.992195129, 175.573699951, 121.527870178, 203.895187378, 137.97819519, 120.20111084, 86.2711257935, 162.864547729, 168.203552246, 64.368560791, 64.9882965088, 111.05329895, 177.270614624, 134.422042847, 63.5597267151, 25.806098938, 76.1538925171, 118.561981201, 130.144851685, 128.068008423, 114.632232666, 69.1935653687, 91.6317520142, 59.1049575806, 112.277313232, 100.004867554, 81.702507019, 12.501455307, 10.9433784485, 13.8144464493, 13.0836248398, 14.7827510834, 346.214447021, 263.417480469, 206.495483398, 161.79598999, 115.755386353, 125.689682007, 111.961952209, 228.576660156, 187.690231323, 139.431747437, 101.074104309, 61.8531227112, 148.511520386, 137.513427734, 82.6845703125, 17.9712276459, 9.21407699585, 8.40153694153, 13.3799886703, 35.1514663696, 220.769424438, 154.540542603, 111.154067993, 135.240570068, 28.4156398773, 39.0072250366, 16.1557826996, 18.5686187744, 85.841468811, 173.348678589, 294.663818359, 308.457489014, 148.341018677, 145.263671875, 148.37159729, 122.806373596, 77.0528564453, 51.1597442627, 84.4580001831, 116.623779297, 94.724609375, 90.6580657959, 97.416519165, 96.1481246948, 98.3756866455, 109.826133728, 82.1620407104, 67.0862121582, 181.426345825, 128.061782837, 216.759429932, 93.7203674316, 78.6801147461, 58.106388092, 10.6683683395, 11.283446312, 83.9416885376, 91.3942489624, 105.526512146, 109.846557617, 103.519332886, 12.051035881, 16.208404541, 52.7551498413, 345.803405762, 333.404602051, 121.906211853, 74.3579711914, 115.235794067, 107.13079834, 67.4188232422, 152.048934937, 177.351654053, 44.223487854, 36.6119804382, 53.6773986816, 208.806274414, 196.577987671, 146.197128296, 110.236793518, 13.9770460129, 29.0599918365, 21.6406593323, 15.4472923279, 18.7355442047, 115.923683167, 152.048904419, 223.563705444, 265.736602783, 226.7525177, 212.034423828, 168.427688599, 201.962188721, 86.7391357422, 112.313827515, 130.220123291, 92.1754684448, 157.830245972, 107.4634552, 125.458366394, 41.2003173828, 112.557937622, 212.787612915, 127.443885803, 172.386550903, 10.6271333694, 10.3624048233, 216.300109863, 361.303863525, 359.040405273, 166.494522095, 88.1301879883, 83.0920791626, 169.805587769, 226.875976562, 179.333572388, 163.712905884, 72.2930831909, 87.7274398804, 83.3730316162, 139.909729004, 143.385452271, 136.270278931, 119.832481384, 70.2694320679],
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
}