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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/duke.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": [921.210510254, 978.208496094, 867.513549805, 581.991760254, 550.979370117, 313.483734131, 446.231781006, 333.651489258, 763.972106934, 549.319091797, 330.384887695, 600.875976562, 500.395904541, 275.412719727, 258.886779785, 297.084716797, 291.821228027, 162.227050781, 135.658050537, 141.285293579, 154.656005859, 129.650039673, 178.81678772, 251.47026062, 1176.70056152, 1413.40222168, 928.812316895, 753.706665039, 897.975036621, 690.905578613, 852.837402344, 1069.64733887, 1683.58398438, 1834.74523926, 1733.01708984, 894.366027832, 942.991271973, 1468.58178711, 1356.96911621, 793.801269531, 468.068023682, 223.946640015, 305.159454346, 441.987884521, 1529.08837891, 1336.26782227, 1096.70910645, 316.689453125, 334.148223877, 543.582885742, 715.655029297, 486.633056641, 625.062683105, 413.941711426, 569.11541748, 1278.28039551, 1500.04541016, 1337.63671875, 1029.68322754, 1204.70410156, 1543.98852539, 1623.45251465, 1517.46142578, 1563.98339844, 1106.38146973, 451.385894775, 500.140106201, 636.707946777, 1235.47229004, 1166.29040527, 816.012207031, 541.51171875, 472.465911865, 393.378112793, 210.314437866, 144.147247314, 197.11050415, 407.396362305, 841.174377441, 724.067199707, 1580.44665527, 1245.57556152, 893.277038574, 819.518615723, 612.800170898, 637.131286621, 1301.49353027, 1120.0592041, 543.792419434, 230.138305664, 385.700164795, 571.79498291, 1020.85632324, 1011.6270752, 766.136108398, 625.797485352, 1082.66210938, 1020.09515381, 1026.67333984, 835.358703613, 663.353088379, 416.593811035, 554.169799805, 961.71270752, 1033.11035156, 961.831970215, 801.981323242, 620.986938477, 684.07611084, 594.053649902, 455.0597229, 430.326141357, 794.073608398, 1180.85302734, 899.514953613, 704.594787598, 686.861022949, 879.557006836, 651.619628906, 551.869018555, 472.320129395, 416.487579346, 1014.09887695, 674.275512695, 1096.3359375, 740.450927734, 957.414428711, 1126.20922852, 1552.28442383, 1541.00646973, 1470.8996582, 951.880432129, 1053.76074219, 1104.11987305, 873.545898438, 808.725402832, 770.334350586, 485.165161133, 1035.09912109, 1325.7520752, 1226.2911377, 1015.39801025, 739.112365723, 824.385742188, 652.278015137, 637.836975098, 1039.67407227, 792.50604248, 804.625793457, 750.359130859, 576.318054199, 822.836181641, 874.613708496, 686.862426758, 826.553344727, 904.553222656, 981.010009766, 993.022338867, 1152.26025391, 1223.42407227, 1189.01208496, 876.843383789, 368.835784912, 963.29095459, 1495.99279785, 1262.98815918, 823.913696289, 785.298278809, 547.624694824, 662.378234863, 804.655090332, 1294.0625, 843.526489258, 696.282226562, 567.215454102, 222.12461853, 1232.45922852, 1115.09094238, 902.352233887, 762.648254395, 882.925476074, 633.528564453, 807.470458984, 557.325195312, 409.156036377, 801.783996582, 593.507141113, 456.92288208, 522.960205078, 819.13092041, 523.215332031, 539.526977539, 582.578369141, 976.424682617, 637.883728027, 585.862792969, 464.418426514, 736.517028809, 481.927886963, 352.462402344, 456.970245361, 1509.89953613, 1488.93823242, 1048.51062012, 491.165588379, 507.599182129, 477.60748291, 662.440185547, 424.552825928, 735.018432617, 280.696838379, 325.415679932, 471.654693604, 201.45916748],
Update feature JSONs
6 years ago
"SComp": [100, 99, 48, 23, 26, 71, 60, 39, 66, 55, 26, 38, 43, 24, 20, 11, 21, 19, 24, 20, 15, 12, 9, 16, 50, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 71, 60, 53, 72, 74, 58, 100, 100, 100, 100, 85, 69, 69, 45, 58, 67, 62, 77, 100, 82, 100, 100, 100, 99, 79, 68, 79, 91, 54, 84, 100, 100, 94, 68, 44, 22, 20, 14, 17, 65, 100, 65, 100, 100, 100, 100, 71, 73, 80, 49, 43, 61, 70, 87, 100, 100, 78, 83, 70, 78, 66, 51, 65, 43, 43, 51, 63, 48, 55, 48, 45, 43, 34, 40, 100, 100, 100, 100, 100, 100, 85, 67, 54, 37, 71, 48, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 70, 72, 79, 98, 84, 100, 100, 81, 100, 100, 66, 63, 58, 53, 63, 96, 100, 91, 85, 77, 50, 76, 96, 100, 100, 84, 100, 100, 100, 70, 80, 57, 56, 68, 88, 52, 63, 56, 38, 68, 90, 24, 50, 68, 97, 72, 59, 79, 47, 33, 23, 47, 95, 62, 40, 49, 50, 30, 35, 38, 25, 41, 27, 40, 61, 37, 15, 35, 50, 45, 45, 39, 44, 39, 31, 52, 55, 60, 34, 37],
"SDec": [7.89414262772, 7.27502393723, 6.59761714935, 3.40145206451, 3.38013482094, 15.8711290359, 12.1955661774, 7.40337848663, 6.97143507004, 8.16206932068, 5.90624666214, 7.46400499344, 7.13303804398, 4.75646209717, 5.38884019852, 3.11087942123, 2.42169547081, 11.898692131, 13.879734993, 7.12368249893, 4.91651821136, 3.34864425659, 2.11190533638, 3.26632547379, 4.33952665329, 13.4947910309, 11.3390541077, 19.0516014099, 14.5748739243, 18.8802642822, 13.3426885605, 13.6013851166, 11.7786893845, 12.8642234802, 11.6182413101, 17.6019916534, 15.2073583603, 11.843501091, 8.49199008942, 5.23540019989, 6.79735136032, 25.9603061676, 15.2423610687, 10.5816526413, 12.5543403625, 12.810338974, 11.5312576294, 24.5718212128, 17.3889198303, 13.9046878815, 8.04141426086, 4.37932443619, 5.75510025024, 13.0434160233, 6.85778522491, 4.15224981308, 11.5942411423, 10.4479598999, 9.22530555725, 15.8711872101, 13.4082660675, 13.4022789001, 13.742269516, 11.5530099869, 10.1266565323, 14.1682043076, 10.2232789993, 8.47706699371, 11.5451078415, 11.7046604156, 9.68330764771, 9.44835186005, 6.15327453613, 4.29676580429, 2.47424650192, 2.69720816612, 5.10841560364, 16.790845871, 16.0240383148, 8.47977733612, 9.8965473175, 11.4944515228, 13.2147817612, 11.4718856812, 9.5916891098, 7.41449403763, 11.3056697845, 7.22317886353, 6.42890834808, 24.4941864014, 17.54438591, 10.1167116165, 9.66194534302, 9.39013767242, 8.262799263, 12.0700044632, 10.6782464981, 10.8828954697, 8.62222957611, 9.33898353577, 8.09401416779, 11.696972847, 6.91007375717, 6.6731505394, 9.15669631958, 5.467212677, 5.7258682251, 7.40415620804, 6.50247812271, 5.90934419632, 6.92562818527, 7.44666242599, 13.4416055679, 17.4359607697, 11.6667871475, 7.93116044998, 13.2540817261, 11.0731115341, 11.6226263046, 13.5887718201, 8.27772808075, 6.57476568222, 3.66461825371, 3.38178396225, 10.452755928, 19.6845092773, 16.4089336395, 12.061668396, 12.135307312, 11.8669281006, 9.62929821014, 13.1534366608, 8.76071739197, 8.50197792053, 10.8760004044, 10.1328334808, 9.64597702026, 17.4670715332, 11.6494007111, 9.59643173218, 7.3431968689, 7.23837757111, 11.2391138077, 11.2307071686, 11.6149129868, 10.5717163086, 4.57051467896, 6.01606750488, 5.8245716095, 11.1734514236, 12.2603969574, 7.73624658585, 7.32423114777, 8.40141582489, 5.2616686821, 8.25220012665, 13.2788629532, 9.30393505096, 8.39831161499, 8.57231235504, 11.318239212, 13.3121728897, 20.7622623444, 10.5148458481, 9.27158927917, 5.78425931931, 6.73704862595, 5.39865159988, 12.237865448, 8.32504940033, 6.96184587479, 4.85869121552, 5.00013399124, 8.6774520874, 17.9641799927, 11.6633644104, 10.3620862961, 11.7018327713, 7.21490526199, 5.88287115097, 9.70109462738, 8.65951824188, 4.71206569672, 3.3584625721, 3.53157901764, 6.33316326141, 15.2306661606, 9.49538707733, 5.00464391708, 8.15773105621, 7.02811527252, 4.94077253342, 5.91410541534, 4.16986846924, 5.10666370392, 4.65894651413, 4.10423135757, 7.22285699844, 17.6549224854, 11.4046049118, 3.50072002411, 4.65627241135, 7.19968175888, 4.36107540131, 10.8196249008, 8.27833938599, 7.49732065201, 5.5233631134, 5.36822319031, 7.3215546608, 16.19597435, 12.1492881775, 6.21791744232, 18.7741565704],
"SEFlat": [1.36778604984, 1.33915221691, 1.30752170086, 1.38181090355, 1.3934019804, 1.39322412014, 1.39605224133, 1.3989174366, 1.36218595505, 1.38115346432, 1.41041600704, 1.3933942318, 1.40515184402, 1.40117621422, 1.40298843384, 1.40181779861, 1.39680969715, 1.41139602661, 1.40210592747, 1.39979720116, 1.39961957932, 1.40266048908, 1.38897442818, 1.40051448345, 1.34327578545, 1.30799615383, 1.35862934589, 1.38456094265, 1.36883366108, 1.36197793484, 1.35619568825, 1.30455172062, 1.3097602129, 1.24345576763, 1.22967863083, 1.33805477619, 1.25489914417, 1.27044439316, 1.30733716488, 1.37220621109, 1.39899599552, 1.40305042267, 1.39982700348, 1.38918435574, 1.2881180048, 1.35198688507, 1.35172700882, 1.36491262913, 1.37142598629, 1.33123862743, 1.35709393024, 1.39012181759, 1.38279414177, 1.39510190487, 1.38314902782, 1.32374823093, 1.37147450447, 1.35340058804, 1.34152114391, 1.29584097862, 1.36891055107, 1.33378362656, 1.35604572296, 1.35496914387, 1.30368709564, 1.39030647278, 1.39953005314, 1.38226807117, 1.29933738708, 1.29842543602, 1.34802496433, 1.38260400295, 1.38539588451, 1.38847923279, 1.39762508869, 1.40745055676, 1.40922307968, 1.3905428648, 1.32675111294, 1.37024569511, 1.31887722015, 1.33508956432, 1.34084737301, 1.35837852955, 1.38215363026, 1.38684237003, 1.31002497673, 1.33347594738, 1.37694859505, 1.40312111378, 1.39806425571, 1.37755072117, 1.34112119675, 1.3499557972, 1.3670091629, 1.38420510292, 1.29914343357, 1.30890345573, 1.30320429802, 1.30756044388, 1.38890886307, 1.39752483368, 1.3953166008, 1.4076294899, 1.41087567806, 1.37116789818, 1.35551178455, 1.35241627693, 1.35801458359, 1.35978078842, 1.38908481598, 1.39995467663, 1.39184045792, 1.3172172308, 1.34682333469, 1.38605177402, 1.38809752464, 1.38289284706, 1.38423991203, 1.38320934772, 1.40408015251, 1.40359532833, 1.34930789471, 1.37907397747, 1.30513858795, 1.33936917782, 1.33079338074, 1.34155726433, 1.33955991268, 1.34726333618, 1.33139955997, 1.35009860992, 1.33291697502, 1.3168541193, 1.30577158928, 1.32947063446, 1.34857964516, 1.39245259762, 1.29797363281, 1.32511723042, 1.32852184772, 1.30647587776, 1.36208832264, 1.37931478024, 1.38725709915, 1.35036444664, 1.32327711582, 1.35012161732, 1.35346615314, 1.35164606571, 1.38995754719, 1.36786282063, 1.35188579559, 1.37992763519, 1.34981203079, 1.3736089468, 1.3088619709, 1.31684994698, 1.30428338051, 1.31303584576, 1.30786311626, 1.33685231209, 1.39131891727, 1.3069204092, 1.35750377178, 1.33312320709, 1.3506321907, 1.35156059265, 1.38289940357, 1.38024175167, 1.3345566988, 1.31071853638, 1.3643399477, 1.39321494102, 1.38581550121, 1.40749645233, 1.30796027184, 1.32104957104, 1.33993172646, 1.39217364788, 1.3310174942, 1.38599455357, 1.36898446083, 1.38406407833, 1.39224028587, 1.33420014381, 1.38042271137, 1.3915412426, 1.39795708656, 1.30854380131, 1.39098715782, 1.37895524502, 1.39922392368, 1.30357551575, 1.36363565922, 1.38820421696, 1.38750720024, 1.39473819733, 1.39235889912, 1.39021718502, 1.3937715292, 1.35299479961, 1.34279859066, 1.32277643681, 1.39297389984, 1.38926005363, 1.40352785587, 1.35165810585, 1.39095759392, 1.39640617371, 1.39999246597, 1.3928899765, 1.37944674492, 1.40010213852],
Extract features
6 years ago
"SF": [164.583831787, 136.395706177, 110.624160767, 102.581863403, 52.7490539551, 309.51751709, 181.72454834, 155.268356323, 93.0227966309, 79.6513977051, 81.2897796631, 149.343719482, 84.2418518066, 93.7249526978, 60.1229248047, 78.0060119629, 41.2947731018, 236.204360962, 160.411956787, 162.186599731, 57.8268165588, 46.5053062439, 35.112247467, 47.9958610535, 69.9676818848, 235.115997314, 229.472961426, 276.52633667, 322.282653809, 285.885467529, 238.594329834, 248.878494263, 220.824539185, 235.50227356, 181.446807861, 275.803894043, 177.699829102, 187.30682373, 120.235733032, 126.328063965, 128.513366699, 420.813262939, 299.207061768, 125.228401184, 206.813262939, 194.314926147, 164.539810181, 421.603729248, 250.735488892, 156.130249023, 163.18661499, 127.94329834, 101.722717285, 210.907028198, 164.564804077, 95.8542251587, 192.316009521, 143.116729736, 170.186340332, 260.61618042, 262.023071289, 269.772796631, 290.027374268, 196.546401978, 258.336547852, 226.105361938, 198.002502441, 128.023696899, 157.900360107, 155.616882324, 146.062850952, 104.432945251, 108.293418884, 61.7024002075, 67.0825576782, 29.9599990845, 96.3379440308, 274.072479248, 197.224563599, 201.706756592, 157.204879761, 159.088088989, 229.327026367, 132.421737671, 105.573112488, 123.679893494, 206.12348938, 144.36819458, 103.787025452, 431.104095459, 234.914672852, 206.934753418, 140.145721436, 106.230674744, 132.218002319, 158.352508545, 141.189483643, 90.7740249634, 124.147972107, 67.3940429688, 129.195251465, 202.144088745, 138.476959229, 123.370735168, 87.9385528564, 152.948547363, 88.2512969971, 91.9690551758, 108.034881592, 98.1566314697, 79.1521224976, 87.5733337402, 277.8515625, 251.786361694, 230.249633789, 164.270965576, 207.495010376, 184.609603882, 203.7865448, 153.965576172, 159.201339722, 105.982940674, 94.1566314697, 44.9215316772, 219.325241089, 311.680999756, 238.22227478, 217.285202026, 200.34564209, 228.149383545, 142.572616577, 242.316177368, 151.568191528, 163.088943481, 195.273757935, 203.777709961, 161.719192505, 289.516815186, 233.892425537, 178.466674805, 115.558311462, 142.550125122, 117.937576294, 238.508010864, 193.160095215, 172.546539307, 171.480773926, 90.629524231, 60.7585830688, 220.381607056, 148.751037598, 163.782272339, 90.0369567871, 116.829833984, 108.852264404, 138.509490967, 139.420852661, 180.977661133, 162.954452515, 155.343643188, 197.975372314, 293.014190674, 247.599014282, 293.428283691, 149.62387085, 157.151229858, 108.226539612, 112.286376953, 187.328918457, 135.982528687, 104.482688904, 119.445541382, 115.938247681, 159.585540771, 258.782958984, 219.948348999, 192.160400391, 135.653121948, 152.369506836, 80.8453063965, 175.357208252, 165.220153809, 135.567489624, 66.8864593506, 60.6826667786, 125.652671814, 202.868331909, 190.336196899, 126.950950623, 141.652084351, 66.2445220947, 131.632598877, 66.2830429077, 91.8536758423, 103.044342041, 72.0258483887, 72.6966705322, 156.82131958, 245.07800293, 211.270004272, 167.689819336, 92.2472000122, 74.1866760254, 125.503494263, 182.183425903, 127.519142151, 168.225585938, 114.871307373, 56.4762802124, 134.480606079, 256.249694824, 148.225875854, 147.390319824, 381.920776367],
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": [0.0802408829331, 0.0673828125, 0.0579427070916, 0.0413411445916, 0.0390625, 0.0402018241584, 0.0338541679084, 0.0296223964542, 0.04345703125, 0.0436197929084, 0.029296875, 0.0369466133416, 0.0338541679084, 0.0218098964542, 0.021484375, 0.02685546875, 0.02587890625, 0.0164388027042, 0.01025390625, 0.0120442705229, 0.0143229169771, 0.0133463544771, 0.0192057285458, 0.0221354160458, 0.0426432304084, 0.0857747420669, 0.08447265625, 0.0628255233169, 0.0681966170669, 0.0564778633416, 0.0613606758416, 0.083984375, 0.123697914183, 0.172688797116, 0.140299484134, 0.0843098983169, 0.0906575545669, 0.1123046875, 0.0992838516831, 0.0693359375, 0.04248046875, 0.0260416660458, 0.0222981777042, 0.04345703125, 0.0955403670669, 0.12255859375, 0.09228515625, 0.0478515625, 0.02685546875, 0.0354817695916, 0.0476888008416, 0.0437825508416, 0.0349934883416, 0.041015625, 0.0447591133416, 0.0694986954331, 0.110677085817, 0.115559898317, 0.09521484375, 0.0997721329331, 0.12060546875, 0.133463546634, 0.132161453366, 0.123372398317, 0.0916341170669, 0.0452473945916, 0.0393880195916, 0.0579427070916, 0.0891927108169, 0.101399742067, 0.0763346329331, 0.0525716133416, 0.04345703125, 0.0310872402042, 0.0164388027042, 0.0123697919771, 0.0162760410458, 0.0309244785458, 0.05859375, 0.0735677108169, 0.108561195433, 0.113606773317, 0.07177734375, 0.05712890625, 0.0491536445916, 0.0641276016831, 0.08251953125, 0.0584309883416, 0.0281575527042, 0.02294921875, 0.0294596347958, 0.0499674491584, 0.080078125, 0.0838216170669, 0.0615234375, 0.0569661445916, 0.0670572891831, 0.0681966170669, 0.0618489570916, 0.0520833320916, 0.0423177070916, 0.033203125, 0.0372721366584, 0.0738932266831, 0.0968424454331, 0.0880533829331, 0.0758463516831, 0.0631510391831, 0.06103515625, 0.0520833320916, 0.03759765625, 0.0338541679084, 0.0538736991584, 0.08203125, 0.0794270858169, 0.0607096366584, 0.05078125, 0.0553385429084, 0.0558268241584, 0.0525716133416, 0.04443359375, 0.0498046875, 0.0631510391831, 0.0675455704331, 0.0784505233169, 0.07568359375, 0.08642578125, 0.109049476683, 0.119954429567, 0.127278640866, 0.111165367067, 0.0891927108169, 0.09375, 0.0895182266831, 0.06640625, 0.0563151054084, 0.0598958320916, 0.05712890625, 0.08056640625, 0.108072914183, 0.105631507933, 0.0826822891831, 0.0691731795669, 0.0721028670669, 0.0535481758416, 0.0577799491584, 0.0784505233169, 0.0725911483169, 0.0655924454331, 0.0594075508416, 0.05712890625, 0.0691731795669, 0.0703125, 0.0670572891831, 0.0694986954331, 0.0732421875, 0.0730794295669, 0.0924479141831, 0.113444007933, 0.0944010391831, 0.08935546875, 0.0743815079331, 0.04248046875, 0.0794270858169, 0.106608070433, 0.0817057266831, 0.0804036483169, 0.0735677108169, 0.0462239570916, 0.0470377616584, 0.0755208358169, 0.0787760391831, 0.0501302070916, 0.04248046875, 0.0397135429084, 0.0260416660458, 0.0618489570916, 0.0919596329331, 0.0732421875, 0.0592447929084, 0.0558268241584, 0.0525716133416, 0.0611979179084, 0.05615234375, 0.0470377616584, 0.0577799491584, 0.052734375, 0.0428059883416, 0.0458984375, 0.046875, 0.03759765625, 0.0333658866584, 0.0564778633416, 0.0654296875, 0.0467122383416, 0.0465494804084, 0.0445963554084, 0.052734375, 0.046875, 0.0328776054084, 0.0364583320916, 0.0769856795669, 0.104817710817, 0.0782877579331, 0.0517578125, 0.0388997383416, 0.0398763008416, 0.0411783866584, 0.0498046875, 0.0498046875, 0.0364583320916, 0.03125, 0.02880859375, 0.0232747402042],
Update feature JSONs
6 years ago
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Extract features
6 years ago
}