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the-assignment
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Speech/Music classification of audio files using machine learning techniques.
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the-assignment/classifier/feature_extraction/music_features/redhot.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": [1446.93041992, 1360.78540039, 2682.49438477, 1492.00170898, 1816.54968262, 1071.19311523, 1529.88891602, 1695.61901855, 1347.74938965, 1064.71533203, 1573.80737305, 1764.63659668, 1803.2220459, 1212.96923828, 1459.4309082, 994.767089844, 2176.52392578, 1366.3092041, 1193.45239258, 993.547424316, 1650.71765137, 1501.75927734, 1652.84960938, 1090.56005859, 1545.77172852, 828.701782227, 1024.99450684, 1247.62316895, 1425.49316406, 1819.62695312, 1193.61669922, 1011.08343506, 897.692016602, 1578.56298828, 1369.13964844, 1618.10925293, 1953.41809082, 1887.73681641, 1313.1427002, 1303.85449219, 1503.7668457, 1232.57507324, 904.526123047, 1415.48291016, 1598.03637695, 1845.82458496, 1380.52514648, 1246.08740234, 1589.42382812, 2416.94750977, 1664.87084961, 1285.03198242, 1669.41687012, 1706.89953613, 1333.39880371, 1491.21948242, 1193.32617188, 1794.50256348, 2529.81982422, 2113.68505859, 1939.14038086, 1736.03112793, 1927.54907227, 2122.45605469, 1592.58483887, 1312.62353516, 1843.97436523, 1476.80651855, 1473.8359375, 1181.76586914, 1917.61889648, 1436.39978027, 1429.33068848, 1338.58850098, 1525.34545898, 1456.20227051, 1068.64807129, 1229.88269043, 1510.28771973, 1633.27246094, 1425.78979492, 1232.24560547, 2114.79272461, 1412.65344238, 1016.73132324, 1257.70739746, 950.889892578, 1881.97094727, 1238.2409668, 1400.40478516, 1369.79003906, 1556.3059082, 1163.90344238, 1266.60705566, 1458.50915527, 1792.26391602, 1464.36706543, 1323.89648438, 1269.37756348, 1741.34289551, 1219.02929688, 1250.67578125, 1386.48754883, 1386.66479492, 1550.30834961, 1243.1907959, 1439.47839355, 1483.7545166, 1092.57214355, 880.925476074, 1345.82128906, 1437.92822266, 2008.92919922, 1237.63903809, 1402.1619873, 1618.53149414, 1539.53442383, 723.935424805, 946.7265625, 933.30670166, 974.85760498, 786.223937988, 947.650085449, 894.949645996, 1366.53308105, 2533.40551758, 2059.01586914, 1944.72021484, 1629.57983398, 1863.93713379, 1430.07885742, 1181.48925781, 1172.17175293, 1530.00402832, 1080.96728516, 1483.98242188, 1505.32861328, 1878.96728516, 1356.14477539, 1429.45861816, 1146.72729492, 1900.80517578, 1014.75683594, 1079.68920898, 1520.015625, 1770.77416992, 1512.20568848, 1269.81030273, 1234.88183594, 1413.25268555, 1631.30737305, 929.92565918, 1493.15441895, 1019.17047119, 1793.36804199, 1109.37207031, 1365.76367188, 997.706848145, 1277.84729004, 1379.56616211, 1243.61193848, 1330.62438965, 1751.80932617, 1478.26037598, 1473.76867676, 1135.86523438, 1551.99597168, 1333.60058594, 1003.97949219, 1415.84924316, 1060.01989746, 1925.4654541, 1478.65319824, 1165.23718262, 1260.43530273, 1402.98034668, 1410.68530273, 1786.93127441, 1633.78356934, 1851.47192383, 1366.2277832, 2369.86108398, 1255.64221191, 1644.72521973, 1305.34008789, 1519.8104248, 1577.27612305, 1369.36486816, 1810.43395996, 1701.73596191, 1500.94238281, 1512.68249512, 1678.97045898, 2383.41870117, 2032.60791016, 1660.73413086, 1637.08532715, 1503.00012207, 1414.43823242, 1318.3314209, 1354.56555176, 1124.18066406, 1298.80029297, 1437.85827637, 1126.97814941, 1707.30541992, 1101.63317871, 1064.86047363, 492.222320557, 1239.13452148, 917.427490234, 1214.43676758, 1847.2088623, 1513.62304688],
Update feature JSONs
6 years ago
"SComp": [100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 70, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 95, 100, 100, 100, 100, 100],
"SDec": [12.5851821899, 9.75990962982, 12.773065567, 14.5596609116, 10.8927354813, 10.296049118, 7.9634346962, 9.8489112854, 13.7055988312, 10.4557027817, 9.7068567276, 12.1527385712, 12.98736763, 10.4469461441, 13.5631198883, 12.3560848236, 11.0117378235, 13.2724084854, 10.5854053497, 15.0338258743, 16.8698406219, 11.5225896835, 12.0878009796, 11.8502855301, 11.7440271378, 11.0047607422, 12.2322435379, 13.2990570068, 13.2699489594, 10.0930347443, 10.6844234467, 11.9575061798, 10.5592517853, 9.03555393219, 13.4071493149, 10.7690258026, 13.6739988327, 13.8901996613, 11.3263559341, 10.442196846, 10.5984363556, 16.0030288696, 11.6314048767, 11.0365247726, 12.3273639679, 14.99173069, 12.4834260941, 11.2515172958, 13.6685295105, 9.66403102875, 9.38504219055, 11.0604887009, 10.0223608017, 11.0883016586, 10.1972389221, 8.53714370728, 9.12891292572, 13.4450922012, 13.4313573837, 14.0789117813, 12.2190256119, 13.140376091, 11.0767993927, 10.8179092407, 13.6739034653, 10.8964710236, 11.4893512726, 13.2237186432, 10.3255672455, 15.5674238205, 15.7008218765, 12.2164859772, 9.65010738373, 8.85834312439, 14.0554199219, 12.2237100601, 12.5569391251, 12.4336872101, 13.9580850601, 11.0024642944, 11.6615505219, 12.7600336075, 11.8751897812, 11.1573724747, 12.1851606369, 12.7319126129, 14.1138076782, 14.967959404, 11.8688011169, 9.2309217453, 11.0447216034, 15.0943861008, 12.8118782043, 11.3416881561, 12.414311409, 15.8387203217, 11.4409952164, 13.9905853271, 11.5959606171, 12.0859937668, 12.706158638, 12.9688014984, 12.4690036774, 15.8096590042, 11.9288072586, 11.4724597931, 9.94380950928, 9.50300788879, 13.8533973694, 12.5575714111, 12.0197429657, 12.1686878204, 12.934129715, 12.5748281479, 13.6045856476, 14.8444452286, 11.9487304688, 8.76729011536, 10.5796260834, 10.7318191528, 11.0609693527, 9.50605487823, 7.59138059616, 11.0927200317, 17.1086502075, 13.4883708954, 13.7549476624, 11.8665180206, 14.7569828033, 10.8590183258, 10.9867887497, 14.6007966995, 10.808013916, 11.4576311111, 11.0427789688, 11.8374538422, 13.6829538345, 16.6658535004, 12.6171970367, 9.4005651474, 8.99500465393, 11.6878137589, 10.9988050461, 13.0397481918, 13.0242929459, 14.1850633621, 10.6918382645, 11.9474668503, 13.5620136261, 11.183924675, 9.82448673248, 13.573302269, 12.563750267, 13.9739198685, 14.405087471, 12.7793092728, 11.9626817703, 10.2568044662, 16.4264469147, 11.2296590805, 12.4943218231, 11.8402357101, 15.5905828476, 10.686422348, 14.2609682083, 11.6544351578, 10.83735466, 13.2605981827, 12.345785141, 12.1170883179, 14.146270752, 12.4650402069, 10.4826068878, 10.9090976715, 9.52022457123, 12.8996458054, 7.99459791183, 12.9902973175, 9.59363937378, 15.3725194931, 10.3673963547, 8.49738502502, 10.9046592712, 10.4326066971, 12.667131424, 8.04058742523, 13.1485557556, 8.78408432007, 16.1328220367, 12.28038311, 13.969836235, 10.3445558548, 14.1151475906, 11.3431711197, 12.1330986023, 14.0074386597, 14.5377311707, 13.0650835037, 10.6571884155, 11.9959506989, 11.3182735443, 12.7093381882, 9.70747947693, 11.6879768372, 13.5753030777, 14.2057266235, 11.7023429871, 14.3774805069, 13.6719741821, 14.3215532303, 11.697098732, 8.73242759705, 13.2332496643, 11.3561515808],
"SEFlat": [1.3328139782, 1.30503213406, 1.31479299068, 1.34736418724, 1.32587587833, 1.3657913208, 1.29033517838, 1.23657429218, 1.33965730667, 1.32312452793, 1.32049334049, 1.35479700565, 1.3279927969, 1.31612277031, 1.34031248093, 1.37896502018, 1.31626605988, 1.35518455505, 1.3674955368, 1.36982321739, 1.3414195776, 1.35794448853, 1.3322095871, 1.30832326412, 1.2979940176, 1.36872076988, 1.35809242725, 1.36158466339, 1.35484111309, 1.32795977592, 1.36214923859, 1.36726641655, 1.37912404537, 1.328525424, 1.26562273502, 1.31331002712, 1.34374082088, 1.32840776443, 1.28234982491, 1.29347872734, 1.32579123974, 1.3276321888, 1.36730778217, 1.34866380692, 1.35171198845, 1.32151293755, 1.29767453671, 1.35726428032, 1.34954071045, 1.23517358303, 1.24555683136, 1.28326666355, 1.24637234211, 1.29986763, 1.30408143997, 1.25451052189, 1.31379914284, 1.29453206062, 1.2864664793, 1.31870210171, 1.33112740517, 1.33732366562, 1.32810652256, 1.27840197086, 1.27547633648, 1.34521234035, 1.24786114693, 1.29808747768, 1.25556766987, 1.34122693539, 1.3184491396, 1.36166203022, 1.29152274132, 1.33245432377, 1.35074841976, 1.27194094658, 1.34190428257, 1.34164583683, 1.33259034157, 1.34055376053, 1.31948840618, 1.35097789764, 1.34533798695, 1.3188586235, 1.37131798267, 1.34186935425, 1.37030613422, 1.33055138588, 1.35456204414, 1.30974531174, 1.26381206512, 1.34909760952, 1.35174143314, 1.31224358082, 1.35460519791, 1.30980944633, 1.2592881918, 1.35943460464, 1.32753622532, 1.2744448185, 1.37134444714, 1.33005070686, 1.33617055416, 1.35623991489, 1.33004891872, 1.30175328255, 1.22737526894, 1.29101347923, 1.37527656555, 1.37740087509, 1.26422667503, 1.33048665524, 1.29431378841, 1.34543955326, 1.30098474026, 1.36066842079, 1.28732669353, 1.38692390919, 1.34461855888, 1.34304833412, 1.35108613968, 1.38113868237, 1.35822296143, 1.35751914978, 1.35990786552, 1.26263213158, 1.31653666496, 1.33834862709, 1.32115530968, 1.31058883667, 1.33358466625, 1.36396539211, 1.34993314743, 1.31240487099, 1.36787986755, 1.24641418457, 1.35243153572, 1.33533263206, 1.34807121754, 1.30048072338, 1.36161053181, 1.3430172205, 1.3566852808, 1.31328046322, 1.32405555248, 1.31354677677, 1.35442125797, 1.36043012142, 1.33951985836, 1.33998882771, 1.30646395683, 1.36659538746, 1.25679123402, 1.36764931679, 1.31978559494, 1.35975503922, 1.29250240326, 1.37193369865, 1.3639755249, 1.33322441578, 1.29136359692, 1.35492801666, 1.33029174805, 1.34755694866, 1.30346751213, 1.32418060303, 1.35857868195, 1.34414041042, 1.34949970245, 1.28337347507, 1.36825239658, 1.25479829311, 1.25983285904, 1.34592568874, 1.34391367435, 1.33600878716, 1.32978034019, 1.27562785149, 1.28884208202, 1.31544041634, 1.31307554245, 1.32318377495, 1.29599022865, 1.32787764072, 1.30997943878, 1.32001006603, 1.34104132652, 1.32219481468, 1.31213903427, 1.29298996925, 1.32987964153, 1.31498587132, 1.34600567818, 1.27659809589, 1.29300999641, 1.29406642914, 1.28118848801, 1.28261268139, 1.28535342216, 1.31436526775, 1.31284356117, 1.33190107346, 1.30614233017, 1.26211690903, 1.33370041847, 1.33902144432, 1.37722599506, 1.35572493076, 1.39595174789, 1.36035871506, 1.33436787128, 1.32796549797, 1.31861591339, 1.34423828125],
Extract features
6 years ago
"SF": [269.381072998, 145.368392944, 196.225280762, 212.397918701, 183.048309326, 138.12071228, 137.070358276, 142.504257202, 174.556472778, 200.007049561, 175.002593994, 180.063903809, 197.113113403, 225.848709106, 217.162414551, 205.881912231, 177.47013855, 208.824951172, 177.380584717, 181.088516235, 279.936248779, 268.030639648, 187.174102783, 159.100540161, 194.184158325, 167.168518066, 181.905014038, 236.020996094, 233.616470337, 164.302780151, 145.529052734, 172.25894165, 156.966873169, 157.807525635, 187.70664978, 230.95930481, 162.121414185, 217.392578125, 219.972045898, 179.233352661, 161.327041626, 243.667678833, 229.018066406, 169.505249023, 212.572967529, 251.5809021, 246.712600708, 185.30947876, 174.89604187, 190.379196167, 151.803482056, 183.510025024, 161.564361572, 153.097473145, 169.787094116, 151.503509521, 140.420898438, 183.84413147, 233.753585815, 231.984848022, 180.6328125, 221.060241699, 143.253509521, 165.901290894, 214.444595337, 181.678924561, 182.776184082, 227.501937866, 206.220733643, 221.858978271, 247.377548218, 258.689239502, 170.021148682, 135.968490601, 192.55267334, 219.125396729, 226.177093506, 187.750610352, 224.452606201, 181.364547729, 162.272888184, 200.286590576, 188.345413208, 182.70211792, 169.747451782, 220.002197266, 143.795272827, 233.375762939, 241.066116333, 152.769546509, 168.246276855, 223.27053833, 221.955703735, 189.313400269, 216.904495239, 256.972015381, 254.578948975, 212.180679321, 172.347717285, 179.090621948, 250.501098633, 181.856338501, 215.252578735, 222.178970337, 236.308105469, 177.925949097, 180.502746582, 155.427200317, 202.982925415, 192.79498291, 178.365615845, 204.289001465, 187.225479126, 213.490585327, 208.833572388, 191.317825317, 222.367843628, 206.476699829, 151.715744019, 202.721557617, 204.771011353, 204.015228271, 130.501754761, 189.593597412, 241.844497681, 271.455932617, 227.092834473, 208.541000366, 249.485351562, 203.519180298, 148.387695312, 222.150268555, 204.402023315, 171.149383545, 187.283584595, 200.558609009, 179.287597656, 249.840774536, 272.997680664, 171.830337524, 162.157119751, 152.751831055, 174.91255188, 197.877410889, 197.633682251, 241.274215698, 199.470199585, 182.959915161, 211.584182739, 171.376068115, 168.631622314, 186.066055298, 238.688842773, 175.034805298, 225.88230896, 214.700332642, 215.013473511, 189.396148682, 247.476165771, 218.231491089, 203.328475952, 212.418243408, 225.551757812, 230.442230225, 176.917251587, 202.817901611, 157.023651123, 233.807113647, 200.064788818, 209.593536377, 177.168411255, 206.959747314, 190.684936523, 178.380477905, 151.916122437, 194.836334229, 193.234115601, 197.566223145, 193.008972168, 259.257110596, 257.530975342, 158.211700439, 175.187957764, 186.275314331, 156.164810181, 174.014358521, 171.783065796, 184.839981079, 227.149002075, 199.622238159, 243.833267212, 217.99331665, 209.597610474, 235.213241577, 216.426452637, 225.827270508, 211.017181396, 201.338409424, 189.345199585, 206.920120239, 168.470672607, 151.083007812, 177.021865845, 200.181045532, 180.242172241, 219.48008728, 207.968215942, 263.629974365, 209.571685791, 277.920654297, 218.401977539, 184.61277771, 213.818618774, 244.557617188],
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
"ZCR": [0.118815101683, 0.1376953125, 0.158040359616, 0.155924484134, 0.138509109616, 0.11669921875, 0.126139327884, 0.142903640866, 0.130045577884, 0.10498046875, 0.120768226683, 0.147298172116, 0.149739578366, 0.130859375, 0.1123046875, 0.106608070433, 0.114908851683, 0.114583335817, 0.100748695433, 0.0817057266831, 0.121907554567, 0.142252609134, 0.119466148317, 0.130859375, 0.112955726683, 0.0755208358169, 0.0838216170669, 0.0930989608169, 0.131184890866, 0.149088546634, 0.10888671875, 0.0865885391831, 0.0904947891831, 0.109700523317, 0.11083984375, 0.141438797116, 0.173828125, 0.163411453366, 0.135416671634, 0.116861976683, 0.128580734134, 0.119466148317, 0.0847981795669, 0.119466148317, 0.132486984134, 0.14599609375, 0.144694015384, 0.11279296875, 0.178873702884, 0.214192703366, 0.151692703366, 0.12890625, 0.15576171875, 0.14453125, 0.142415359616, 0.145182296634, 0.125162765384, 0.149088546634, 0.204427078366, 0.1982421875, 0.164388015866, 0.16357421875, 0.166829422116, 0.169596359134, 0.1513671875, 0.137044265866, 0.141438797116, 0.136393234134, 0.119791664183, 0.111002601683, 0.1494140625, 0.140625, 0.11962890625, 0.1337890625, 0.13720703125, 0.120930992067, 0.0953776016831, 0.0955403670669, 0.129557296634, 0.13427734375, 0.112141929567, 0.126627609134, 0.144856765866, 0.1162109375, 0.0965169295669, 0.0877278670669, 0.0830078125, 0.123372398317, 0.134114578366, 0.119954429567, 0.126790359616, 0.112630210817, 0.0987955704331, 0.107584632933, 0.109700523317, 0.148763015866, 0.146809890866, 0.11865234375, 0.113932289183, 0.122721351683, 0.109049476683, 0.100911460817, 0.102213539183, 0.108723960817, 0.122884117067, 0.1171875, 0.118489585817, 0.112141929567, 0.0929361954331, 0.0763346329331, 0.10546875, 0.141438797116, 0.14990234375, 0.1328125, 0.131673172116, 0.15380859375, 0.13427734375, 0.0758463516831, 0.04833984375, 0.06298828125, 0.0857747420669, 0.08740234375, 0.07080078125, 0.0616861991584, 0.123046875, 0.200358077884, 0.201334640384, 0.165364578366, 0.162272140384, 0.159342452884, 0.128580734134, 0.108723960817, 0.110677085817, 0.112467445433, 0.0930989608169, 0.101888023317, 0.138509109616, 0.156412765384, 0.137532547116, 0.121907554567, 0.128743484616, 0.119954429567, 0.0927734375, 0.0901692733169, 0.1083984375, 0.14599609375, 0.136393234134, 0.107096351683, 0.103515625, 0.11767578125, 0.13134765625, 0.110026039183, 0.09619140625, 0.101888023317, 0.120768226683, 0.119303382933, 0.117513023317, 0.100748695433, 0.1005859375, 0.104817710817, 0.101725257933, 0.104654945433, 0.152669265866, 0.169759109616, 0.1220703125, 0.106119789183, 0.119954429567, 0.11279296875, 0.0979817733169, 0.095703125, 0.104654945433, 0.139322921634, 0.14013671875, 0.117024742067, 0.104166664183, 0.108561195433, 0.10888671875, 0.121419273317, 0.111165367067, 0.122233070433, 0.13037109375, 0.136881515384, 0.135579422116, 0.121419273317, 0.1181640625, 0.101236976683, 0.116861976683, 0.1171875, 0.13525390625, 0.159016922116, 0.15478515625, 0.126627609134, 0.1533203125, 0.206705734134, 0.174641922116, 0.135904952884, 0.138997390866, 0.130045577884, 0.115071617067, 0.118001304567, 0.103678382933, 0.0974934920669, 0.109700523317, 0.116048179567, 0.1220703125, 0.127115890384, 0.104329429567, 0.06982421875, 0.05810546875, 0.0709635391831, 0.0799153670669, 0.09716796875, 0.130208328366, 0.168131515384],
Update feature JSONs
6 years ago
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Extract features
6 years ago
}