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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/opera1.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": [983.390380859, 1154.15454102, 1090.81921387, 1053.42468262, 645.1484375, 514.431335449, 711.624572754, 718.66394043, 601.702148438, 1072.88085938, 1052.06604004, 1423.4083252, 1381.24560547, 750.417114258, 836.708557129, 802.321472168, 559.672302246, 1025.19506836, 876.630004883, 751.613647461, 997.182922363, 642.783752441, 855.964538574, 1305.45629883, 1392.92541504, 1286.05444336, 1257.86633301, 1018.34240723, 1110.54272461, 1061.36962891, 1238.19787598, 947.834289551, 875.251647949, 877.00201416, 880.290649414, 1114.23950195, 1097.74511719, 1093.61889648, 1133.40380859, 1072.39855957, 1108.64855957, 999.130371094, 712.722290039, 645.812133789, 657.935852051, 900.38684082, 1105.55151367, 1134.6229248, 1121.75720215, 1167.12402344, 894.696228027, 635.895874023, 491.880706787, 336.366607666, 309.198120117, 244.309295654, 209.48097229, 312.270935059, 436.32723999, 465.788604736, 468.053009033, 504.781524658, 497.029449463, 432.944824219, 453.338165283, 624.828613281, 1019.83483887, 620.909606934, 505.187896729, 573.634094238, 781.180664062, 658.160522461, 397.259338379, 365.605651855, 433.119720459, 565.754272461, 619.155639648, 628.270568848, 727.846618652, 610.271789551, 593.213134766, 799.456359863, 825.869506836, 1037.71643066, 1001.92510986, 964.666748047, 1095.6829834, 1055.37414551, 862.508850098, 628.152038574, 524.633544922, 586.457336426, 947.895202637, 1149.34985352, 1148.36364746, 1243.85644531, 1015.00042725, 587.843811035, 535.81262207, 1182.79711914, 908.232116699, 982.442687988, 1102.41711426, 860.323425293, 834.232421875, 876.596313477, 886.626586914, 887.47869873, 887.248779297, 904.723937988, 918.923034668, 728.240661621, 603.393920898, 610.094055176, 622.567871094, 737.068054199, 934.70098877, 927.163696289, 982.360107422, 972.817565918, 1039.8729248, 604.55279541, 713.996643066, 1141.61975098, 851.066345215, 1222.39453125, 1230.96557617, 1135.90466309, 961.604553223, 733.306640625, 1023.64959717, 950.504882812, 739.326965332, 672.721801758, 645.738342285, 812.391723633, 754.800415039, 643.213500977, 770.53503418, 941.452453613, 849.228820801, 1078.53393555, 1188.01916504, 1106.14001465, 1102.61962891, 1088.87255859, 1066.2947998, 952.506530762, 1310.80981445, 704.548278809, 1126.33947754, 1127.55419922, 748.24621582, 851.25390625, 952.696899414, 828.502990723, 763.756713867, 623.813964844, 1035.3918457, 1165.38781738, 1188.36218262, 1087.8092041, 744.668823242, 1123.45166016, 929.454528809, 734.77935791, 858.286804199, 753.6640625, 638.071899414, 747.020996094, 621.978271484, 696.339172363, 1176.09484863, 1172.79284668, 753.115539551, 609.168334961, 602.50769043, 574.865966797, 807.981140137, 1087.21875, 947.021179199, 873.265197754, 779.585571289, 747.107666016, 625.959472656, 719.714355469, 738.704833984, 831.194519043, 755.702514648, 557.532409668, 408.838409424, 430.653930664, 538.298034668, 819.276367188, 773.679260254, 752.089050293, 739.327880859, 767.545227051, 552.724182129, 568.313964844, 787.980834961, 564.62121582, 581.103393555, 1158.38256836, 1112.54138184, 1092.14221191, 907.489013672, 1007.59136963, 891.200927734, 1099.93188477, 1123.4675293, 745.567382812, 546.80847168, 713.607543945],
Update feature JSONs
6 years ago
"SComp": [100, 100, 100, 100, 87, 64, 100, 100, 56, 100, 100, 100, 100, 56, 58, 75, 69, 100, 100, 66, 81, 93, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 88, 100, 100, 100, 100, 100, 100, 100, 100, 89, 81, 81, 76, 98, 100, 98, 100, 100, 81, 45, 24, 12, 10, 8, 11, 8, 13, 17, 31, 53, 70, 62, 100, 100, 100, 82, 100, 100, 100, 82, 50, 54, 83, 64, 84, 94, 64, 50, 80, 100, 100, 100, 100, 100, 100, 100, 60, 56, 70, 100, 100, 100, 98, 93, 57, 42, 25, 41, 75, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 90, 84, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 82, 89, 100, 100, 67, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 94, 100, 100, 100, 100, 100, 97, 71, 100, 100, 100, 100, 100, 85, 100, 100, 100, 100, 96, 82, 84, 69, 85, 100, 100, 70, 61, 64, 54, 87, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 75, 77, 100, 100, 100, 100, 100, 100, 72, 90, 100, 74, 72, 100, 100, 100, 100, 100, 100, 100, 100, 62, 53, 49],
"SDec": [8.05853843689, 9.50957107544, 11.1138181686, 11.0895214081, 8.70913410187, 9.62571525574, 9.97236824036, 11.4815244675, 7.28022623062, 8.41629505157, 6.62740135193, 8.91753864288, 8.35673046112, 6.07879924774, 6.06393766403, 7.46495723724, 8.77531051636, 8.13651180267, 9.85094356537, 7.41072845459, 10.2689247131, 8.84808254242, 12.78703022, 10.7961120605, 9.69690608978, 10.0904693604, 9.04877471924, 8.27379512787, 13.3488121033, 17.0059986115, 15.2511777878, 15.6566772461, 8.55533790588, 8.38292884827, 16.6998729706, 21.3736343384, 25.5948963165, 26.6021060944, 27.8498420715, 25.9285926819, 25.3567256927, 19.2870368958, 8.79806804657, 5.237180233, 5.2627363205, 5.01202011108, 6.80595254898, 8.50748634338, 9.10625362396, 7.83907175064, 8.96781921387, 7.80830574036, 6.96557950974, 4.3341383934, 2.96317481995, 2.1567363739, 1.89295935631, 1.88000750542, 1.92577564716, 2.65047383308, 4.51403331757, 5.24449014664, 7.91504621506, 11.2781572342, 11.869099617, 9.8886346817, 12.5786962509, 12.3021745682, 9.23532772064, 11.3564815521, 12.0555868149, 7.95683097839, 16.8467006683, 19.6394252777, 11.9184989929, 12.3557529449, 8.73348045349, 8.29490470886, 9.87901878357, 6.3134264946, 6.91971731186, 7.07616043091, 9.60953426361, 8.37472915649, 9.06418609619, 10.3399095535, 10.1382303238, 10.8094177246, 12.4565563202, 6.36093091965, 5.17243528366, 6.75907659531, 7.98302364349, 8.60448265076, 9.39444923401, 8.21914577484, 8.46862506866, 4.81834793091, 4.76820707321, 3.58712053299, 6.74686384201, 10.0776548386, 12.4853944778, 19.1378860474, 18.8309783936, 19.3955688477, 20.3470859528, 19.123249054, 19.6388568878, 18.7008552551, 18.6503162384, 22.1492538452, 16.3933105469, 11.945230484, 11.4516525269, 11.7035627365, 11.0467910767, 13.0045919418, 14.6883888245, 13.1466903687, 15.3449268341, 12.4754600525, 12.6736488342, 13.0497655869, 9.11003684998, 9.91758060455, 12.7595834732, 14.3024244308, 14.3498916626, 6.42224788666, 7.85555171967, 16.8920822144, 11.3748998642, 6.62311410904, 16.5812091827, 18.6876773834, 13.0343265533, 11.2134885788, 18.9959430695, 26.3589763641, 21.4668750763, 26.3629016876, 43.8556900024, 29.2203369141, 36.5905342102, 35.628112793, 34.1619033813, 15.1877059937, 11.0685338974, 10.5952262878, 12.6001243591, 15.4653081894, 9.34408378601, 10.4845380783, 17.1040744781, 12.0337877274, 6.4005856514, 9.09454536438, 14.5674219131, 16.3193206787, 20.4190692902, 11.0920476913, 7.73753643036, 15.2487459183, 12.7041397095, 12.7449302673, 11.1413860321, 9.04710960388, 8.98900604248, 8.34827423096, 8.52463245392, 9.16366767883, 12.0067529678, 9.60092258453, 4.53604650497, 6.35281276703, 7.80886745453, 5.91198348999, 6.70707321167, 10.7634811401, 11.7128295898, 12.6802740097, 12.7059164047, 11.4921798706, 13.3211221695, 13.1894960403, 15.0351257324, 14.7301979065, 15.3582820892, 17.2584590912, 17.0425281525, 14.3783855438, 11.7293567657, 12.7497262955, 15.6127319336, 14.7019395828, 16.310049057, 15.6138162613, 9.75996398926, 11.5842828751, 11.647192955, 11.0284347534, 8.97338676453, 8.61227321625, 12.6553182602, 12.6524515152, 12.0243244171, 13.9435853958, 13.0829210281, 9.39244556427, 9.72597026825, 8.06752872467, 7.75019550323, 8.41006469727],
"SEFlat": [1.38444781303, 1.38095462322, 1.38209426403, 1.38638949394, 1.38817203045, 1.38484096527, 1.37588012218, 1.37809848785, 1.38128340244, 1.36055839062, 1.35768008232, 1.34875416756, 1.36240816116, 1.37138450146, 1.36514592171, 1.37260818481, 1.38887822628, 1.31220722198, 1.38069570065, 1.38320815563, 1.38582098484, 1.38259613514, 1.33170163631, 1.34967362881, 1.32818233967, 1.31619143486, 1.32055950165, 1.38397800922, 1.400801301, 1.3989841938, 1.35829555988, 1.3728979826, 1.37845575809, 1.40753638744, 1.39917719364, 1.4039286375, 1.38056755066, 1.37222778797, 1.37195611, 1.37291634083, 1.37289333344, 1.39889168739, 1.37561297417, 1.38597130775, 1.39106309414, 1.38537216187, 1.37929594517, 1.37752640247, 1.37765097618, 1.37732768059, 1.37720859051, 1.3778219223, 1.39488768578, 1.39401054382, 1.39434099197, 1.38671696186, 1.39063453674, 1.38351798058, 1.37182641029, 1.38527071476, 1.3743853569, 1.37421226501, 1.37642323971, 1.38914012909, 1.38476538658, 1.38041567802, 1.34551501274, 1.3654897213, 1.37291741371, 1.38458681107, 1.35339295864, 1.38490319252, 1.39089238644, 1.39157032967, 1.37385463715, 1.38631594181, 1.37832593918, 1.38344728947, 1.37565433979, 1.36937105656, 1.38467741013, 1.3851108551, 1.37715506554, 1.38359391689, 1.38413643837, 1.3775331974, 1.38232755661, 1.38583290577, 1.38363528252, 1.37020051479, 1.3820836544, 1.38282239437, 1.3791128397, 1.38514232635, 1.39359128475, 1.38264191151, 1.39725899696, 1.38246428967, 1.38527703285, 1.37077212334, 1.38602876663, 1.40065979958, 1.34514212608, 1.34347033501, 1.38825714588, 1.39610636234, 1.3975404501, 1.39682471752, 1.39741516113, 1.39542996883, 1.39498353004, 1.38747477531, 1.40360593796, 1.39177525043, 1.38278055191, 1.38031709194, 1.36969125271, 1.38647270203, 1.38637197018, 1.37736392021, 1.35874330997, 1.38702893257, 1.3792566061, 1.35764336586, 1.37263774872, 1.37475585938, 1.38187086582, 1.38744783401, 1.40429866314, 1.36841249466, 1.37391400337, 1.40277493, 1.37599086761, 1.37999558449, 1.40251290798, 1.39471936226, 1.39581525326, 1.40144681931, 1.3957644701, 1.39091897011, 1.39733695984, 1.36421597004, 1.39824473858, 1.36617159843, 1.40244376659, 1.39990115166, 1.40834856033, 1.40146160126, 1.36346042156, 1.36201202869, 1.34845113754, 1.38658702374, 1.36419808865, 1.36086082458, 1.39971518517, 1.40373957157, 1.36163055897, 1.39282083511, 1.36704862118, 1.37275516987, 1.37991142273, 1.37332868576, 1.37677013874, 1.37917399406, 1.34886038303, 1.38061523438, 1.38400518894, 1.38069987297, 1.38896203041, 1.37848103046, 1.35942578316, 1.38028001785, 1.34293627739, 1.38112223148, 1.37305545807, 1.38275146484, 1.3963098526, 1.40445101261, 1.36649644375, 1.40158319473, 1.37082839012, 1.36507689953, 1.36595249176, 1.36513030529, 1.35685801506, 1.38881742954, 1.37801682949, 1.38617515564, 1.38559806347, 1.39310002327, 1.39624035358, 1.38883519173, 1.38814508915, 1.37535464764, 1.38035535812, 1.37407791615, 1.37506127357, 1.36471748352, 1.3856780529, 1.38245356083, 1.37123906612, 1.38401973248, 1.3833206892, 1.34734177589, 1.33890128136, 1.35087478161, 1.36866247654, 1.33372032642, 1.36887562275, 1.36098027229, 1.3632427454, 1.37348175049, 1.38197994232, 1.37939214706],
Extract features
6 years ago
"SF": [172.566680908, 100.498146057, 141.116714478, 137.174560547, 186.986114502, 147.032485962, 103.585243225, 149.462982178, 147.610473633, 146.631118774, 112.058410645, 130.354003906, 133.078887939, 134.212478638, 96.1858596802, 105.852607727, 128.386047363, 145.420181274, 108.299255371, 158.280502319, 140.481109619, 200.76461792, 147.362014771, 162.924072266, 137.379455566, 150.996017456, 127.506408691, 163.742797852, 210.06048584, 205.49848938, 275.36050415, 236.801849365, 231.93119812, 161.856292725, 238.809631348, 358.011169434, 342.681488037, 304.360443115, 291.798828125, 321.749328613, 334.147247314, 375.52545166, 283.067016602, 116.668548584, 63.011516571, 90.0880279541, 92.4756851196, 99.8231964111, 99.5957717896, 86.4587097168, 111.573959351, 117.391113281, 74.0298080444, 80.1095123291, 47.9420509338, 22.5000972748, 16.3103752136, 18.5703639984, 14.0887384415, 30.72838974, 48.4510574341, 76.5867614746, 116.789070129, 116.330223083, 98.3903198242, 140.793807983, 186.350616455, 152.041137695, 152.750808716, 156.574813843, 181.972167969, 176.856201172, 291.404632568, 165.898696899, 298.575286865, 161.752182007, 155.230239868, 151.831726074, 131.434814453, 172.905975342, 69.575958252, 139.338378906, 126.66519928, 146.956573486, 104.43637085, 143.88848877, 112.928268433, 118.926635742, 165.800888062, 178.079299927, 82.4323883057, 97.5906829834, 106.438026428, 120.364753723, 91.1805419922, 91.8147735596, 95.9015731812, 124.543960571, 62.2758979797, 46.8750648499, 128.088195801, 169.973587036, 229.3046875, 288.652862549, 245.882537842, 191.442169189, 220.684860229, 161.027572632, 192.252578735, 197.869766235, 179.634292603, 355.188903809, 366.60836792, 203.333206177, 179.583068848, 156.812942505, 164.744186401, 170.164642334, 210.666427612, 254.0730896, 226.984542847, 250.143554688, 223.60005188, 175.735275269, 178.479690552, 153.444519043, 188.309738159, 202.034103394, 284.110137939, 223.15663147, 137.27281189, 245.55758667, 242.122680664, 142.511856079, 310.749694824, 191.618026733, 212.724639893, 179.043319702, 233.591033936, 453.552856445, 322.453796387, 360.973999023, 645.124084473, 592.301696777, 495.460845947, 410.766998291, 505.227905273, 538.267272949, 198.742980957, 177.232116699, 267.093902588, 196.673553467, 260.596923828, 180.032226562, 284.164215088, 257.057128906, 156.525604248, 139.357391357, 248.571533203, 262.310119629, 350.62310791, 290.873596191, 168.199829102, 267.402740479, 280.410339355, 195.732543945, 143.712463379, 162.664810181, 142.183609009, 141.091461182, 137.316116333, 161.199981689, 191.538742065, 155.102233887, 133.44859314, 118.997879028, 89.4394378662, 84.1603317261, 115.716491699, 156.888687134, 157.734039307, 141.697845459, 146.035491943, 130.408874512, 185.831008911, 173.605987549, 163.185638428, 147.599075317, 166.55229187, 177.974349976, 187.928359985, 158.758682251, 169.695846558, 184.975128174, 167.820983887, 161.627182007, 188.344192505, 196.857208252, 199.642120361, 184.638305664, 121.981140137, 134.248733521, 133.905395508, 115.548202515, 156.401565552, 161.7396698, 194.076324463, 161.101608276, 162.868865967, 203.292724609, 121.762176514, 139.511901855, 132.554504395, 121.923377991],
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": [0.0890299454331, 0.0914713516831, 0.0953776016831, 0.0857747420669, 0.0611979179084, 0.0498046875, 0.06640625, 0.0660807266831, 0.0579427070916, 0.0734049454331, 0.09765625, 0.114908851683, 0.101725257933, 0.0721028670669, 0.0714518204331, 0.0651041641831, 0.0579427070916, 0.0758463516831, 0.0714518204331, 0.0709635391831, 0.07861328125, 0.06591796875, 0.06640625, 0.109049476683, 0.132486984134, 0.11865234375, 0.10498046875, 0.09228515625, 0.0926106795669, 0.105794273317, 0.103352867067, 0.0846354141831, 0.0660807266831, 0.0686848983169, 0.0890299454331, 0.0955403670669, 0.0960286483169, 0.0979817733169, 0.0986328125, 0.0983072891831, 0.0997721329331, 0.08544921875, 0.0633138045669, 0.0595703125, 0.0602213554084, 0.0810546875, 0.105305992067, 0.106770835817, 0.106770835817, 0.10400390625, 0.08447265625, 0.0555013008416, 0.0398763008416, 0.0323893241584, 0.0275065097958, 0.0232747402042, 0.0185546875, 0.02734375, 0.0338541679084, 0.0299479160458, 0.0400390625, 0.0436197929084, 0.0377604179084, 0.0400390625, 0.04150390625, 0.0611979179084, 0.0694986954331, 0.0524088554084, 0.0470377616584, 0.0540364570916, 0.06494140625, 0.0655924454331, 0.044921875, 0.03466796875, 0.0384114570916, 0.0432942695916, 0.0480143241584, 0.0514322929084, 0.05322265625, 0.0543619804084, 0.0545247383416, 0.0594075508416, 0.0751953125, 0.0875651016831, 0.0929361954331, 0.0939127579331, 0.1015625, 0.100748695433, 0.07763671875, 0.0535481758416, 0.0486653633416, 0.06005859375, 0.0849609375, 0.102701820433, 0.105631507933, 0.102864585817, 0.0810546875, 0.0574544258416, 0.0660807266831, 0.0797526016831, 0.0826822891831, 0.0919596329331, 0.0817057266831, 0.0625, 0.0603841133416, 0.0646158829331, 0.0709635391831, 0.0743815079331, 0.07470703125, 0.0755208358169, 0.076171875, 0.06640625, 0.0538736991584, 0.052734375, 0.0584309883416, 0.0725911483169, 0.0812174454331, 0.0847981795669, 0.08642578125, 0.0856119766831, 0.0748697891831, 0.06201171875, 0.0696614608169, 0.0804036483169, 0.0838216170669, 0.0955403670669, 0.103515625, 0.100911460817, 0.08349609375, 0.0628255233169, 0.0768229141831, 0.0838216170669, 0.0654296875, 0.05712890625, 0.0568033866584, 0.0582682304084, 0.06494140625, 0.0618489570916, 0.0631510391831, 0.0685221329331, 0.0712890625, 0.0911458358169, 0.107259117067, 0.105143226683, 0.103841148317, 0.1044921875, 0.09521484375, 0.0885416641831, 0.0944010391831, 0.0843098983169, 0.0773111954331, 0.0792643204331, 0.068359375, 0.0732421875, 0.0789388045669, 0.0743815079331, 0.0672200545669, 0.0634765625, 0.08447265625, 0.0983072891831, 0.0955403670669, 0.08984375, 0.0711263045669, 0.0869140625, 0.0890299454331, 0.0714518204331, 0.0740559920669, 0.0657552108169, 0.0646158829331, 0.0577799491584, 0.0499674491584, 0.0651041641831, 0.0869140625, 0.0836588516831, 0.0655924454331, 0.0537109375, 0.0498046875, 0.05029296875, 0.0670572891831, 0.0875651016831, 0.0849609375, 0.07861328125, 0.0721028670669, 0.0631510391831, 0.05810546875, 0.0623372383416, 0.0641276016831, 0.0662434920669, 0.06396484375, 0.0460611991584, 0.0374348945916, 0.0408528633416, 0.0525716133416, 0.0657552108169, 0.06787109375, 0.0677083358169, 0.06787109375, 0.0556640625, 0.0465494804084, 0.0506184883416, 0.05908203125, 0.0576171875, 0.0607096366584, 0.0900065079331, 0.107584632933, 0.091796875, 0.0813802108169, 0.0875651016831, 0.0862630233169, 0.0968424454331, 0.0901692733169, 0.0607096366584, 0.05224609375, 0.0636393204331],
Update feature JSONs
6 years ago
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Extract features
6 years ago
}