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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/classical1.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": [365.014862061, 322.614471436, 313.200134277, 413.429290771, 387.519348145, 320.668945312, 526.357666016, 487.88848877, 548.708740234, 517.361633301, 432.664489746, 482.821380615, 553.534240723, 494.919342041, 384.524353027, 463.919647217, 446.372131348, 451.67086792, 441.059143066, 502.675354004, 460.166900635, 334.823760986, 367.048187256, 535.402404785, 533.029907227, 587.976135254, 527.663330078, 532.977966309, 473.532012939, 443.26965332, 346.508666992, 287.481323242, 356.436340332, 750.253662109, 678.465942383, 742.095031738, 645.373413086, 415.214019775, 300.756317139, 573.651672363, 717.510314941, 742.612609863, 535.155334473, 711.437744141, 329.174224854, 690.487060547, 705.051025391, 735.681213379, 685.685241699, 623.748168945, 561.750061035, 290.840057373, 220.592102051, 575.55065918, 496.47946167, 695.001342773, 518.208007812, 631.707885742, 408.821868896, 629.459228516, 622.286682129, 450.234985352, 606.501586914, 528.83795166, 468.249145508, 453.145996094, 569.937194824, 556.739013672, 347.122741699, 265.936920166, 418.766937256, 344.57611084, 276.636566162, 274.966827393, 551.300964355, 612.61340332, 809.853820801, 879.161315918, 860.308776855, 745.243041992, 795.644897461, 736.48840332, 537.674133301, 497.769714355, 587.707519531, 756.173828125, 790.108215332, 737.407409668, 715.567932129, 575.528991699, 559.774536133, 468.33807373, 904.471862793, 849.723022461, 867.640136719, 730.927124023, 619.015319824, 630.517211914, 571.981628418, 501.066772461, 390.83984375, 411.590393066, 1104.40649414, 980.361999512, 971.629455566, 950.621459961, 633.806335449, 469.239715576, 394.130950928, 958.060974121, 906.389831543, 851.672180176, 753.507202148, 505.667602539, 424.503967285, 345.531341553, 860.386962891, 883.686584473, 937.080993652, 979.057556152, 807.655883789, 580.161987305, 516.015319824, 568.098144531, 509.374420166, 504.886932373, 404.138549805, 300.984375, 666.542114258, 405.654693604, 604.123901367, 411.897888184, 508.859893799, 648.293945312, 773.542663574, 767.303588867, 667.088562012, 537.009643555, 443.182678223, 532.410644531, 580.936706543, 818.940490723, 813.83581543, 670.810974121, 590.094299316, 548.199035645, 293.201660156, 450.437988281, 899.92565918, 798.799377441, 777.71081543, 790.583190918, 682.459228516, 580.586608887, 562.739318848, 483.641387939, 364.446136475, 613.876220703, 888.708007812, 984.042907715, 1073.17163086, 1128.49572754, 635.280395508, 650.750610352, 711.626953125, 1399.2175293, 827.879394531, 899.428649902, 1361.88684082, 921.557739258, 1084.78503418, 824.174926758, 1241.52661133, 1021.01043701, 960.969177246, 736.432067871, 552.871582031, 432.497070312, 1228.14379883, 1223.15527344, 951.424194336, 842.707702637, 1085.77160645, 710.344848633, 955.561401367, 1017.78875732, 944.82989502, 1000.4342041, 790.952758789, 860.086791992, 735.023376465, 872.08984375, 739.052368164, 586.238708496, 403.278625488, 507.029998779, 729.027893066, 513.296081543, 410.098602295, 313.943145752, 284.211761475, 339.927398682, 328.743591309, 367.533721924, 450.070648193, 591.505310059, 540.637939453, 598.729309082, 658.538085938, 819.968688965, 778.639099121, 748.244995117, 784.078430176, 811.451843262],
Update feature JSONs
6 years ago
"SComp": [29, 22, 17, 19, 21, 21, 14, 17, 30, 39, 37, 43, 38, 29, 26, 34, 46, 42, 45, 40, 34, 22, 26, 39, 35, 41, 41, 35, 26, 21, 11, 14, 11, 19, 19, 20, 27, 22, 15, 18, 27, 20, 18, 19, 16, 19, 23, 30, 21, 18, 20, 15, 13, 23, 25, 18, 15, 21, 21, 17, 23, 21, 22, 23, 31, 22, 19, 29, 19, 12, 23, 19, 15, 13, 16, 25, 34, 42, 46, 54, 49, 47, 46, 26, 30, 46, 60, 52, 51, 42, 33, 23, 38, 62, 63, 53, 50, 42, 31, 16, 16, 18, 26, 31, 31, 40, 36, 26, 23, 31, 36, 35, 31, 32, 23, 20, 36, 33, 42, 36, 58, 57, 57, 50, 43, 39, 27, 18, 27, 22, 23, 20, 19, 22, 49, 49, 50, 43, 32, 29, 18, 44, 47, 53, 47, 39, 21, 25, 41, 59, 66, 54, 44, 33, 23, 15, 15, 13, 20, 39, 45, 45, 35, 24, 24, 33, 28, 22, 30, 23, 33, 28, 35, 30, 24, 32, 24, 15, 19, 28, 31, 29, 23, 26, 33, 26, 26, 27, 32, 44, 31, 25, 36, 29, 20, 26, 28, 22, 17, 15, 13, 9, 14, 22, 41, 45, 45, 61, 92, 79, 80, 75, 80, 80],
"SDec": [5.58359861374, 4.24186038971, 3.45656299591, 3.46992921829, 2.85635066032, 3.1123790741, 2.6655356884, 2.40724349022, 3.24645900726, 5.13498735428, 7.98664855957, 8.9915304184, 5.16494894028, 4.38743925095, 3.72191596031, 3.69736671448, 6.58955526352, 8.19076728821, 8.25879859924, 7.23494291306, 5.12489414215, 4.54185771942, 4.08106803894, 4.68351364136, 5.11745738983, 5.06264543533, 6.04052114487, 5.1467590332, 4.52004528046, 3.22063231468, 2.80226778984, 2.36351966858, 2.15965604782, 2.45195484161, 3.01761889458, 2.74103999138, 2.95033454895, 2.82991123199, 2.53084588051, 2.61986064911, 2.92616033554, 2.58318829536, 2.41869950294, 2.96880817413, 4.05014371872, 3.31689977646, 2.56627440453, 3.22292375565, 2.74675107002, 2.36189651489, 3.08802485466, 3.24378180504, 3.60908412933, 2.74469733238, 3.19784021378, 2.82527661324, 2.56535291672, 3.43091273308, 3.52184176445, 2.99654960632, 3.02816414833, 3.36134171486, 3.23368287086, 2.70543169975, 4.40338373184, 3.6924893856, 2.67063808441, 3.42799258232, 3.52428293228, 3.03439736366, 2.50986337662, 3.43882036209, 2.73397278786, 2.42709183693, 3.68317222595, 4.42517280579, 4.64923429489, 5.29808425903, 9.01772212982, 9.00134944916, 9.15511989594, 7.97934103012, 7.52240085602, 5.69251966476, 3.84790945053, 9.18677997589, 10.5650844574, 11.2785587311, 7.583070755, 7.37723875046, 4.13121700287, 3.1501429081, 6.99548768997, 9.20255661011, 7.86818504333, 7.73280668259, 6.65798521042, 5.47387313843, 3.74523234367, 2.83965539932, 2.41555047035, 2.02207350731, 3.74982118607, 6.40635204315, 5.40284490585, 5.88369512558, 4.43880033493, 4.09381961823, 2.98552703857, 6.33619117737, 5.51060819626, 5.25387430191, 3.76376461983, 4.95515632629, 3.83161330223, 3.00823235512, 3.25277590752, 5.25011968613, 4.94495391846, 6.73299741745, 9.2802400589, 9.0736284256, 9.48724937439, 8.15115070343, 8.04242324829, 5.86738586426, 4.51674890518, 4.17407226562, 3.14960026741, 3.04248428345, 3.78237605095, 3.41160869598, 4.61738824844, 3.42492437363, 5.86395692825, 8.53368282318, 8.06786346436, 8.06248569489, 6.87676095963, 3.2700612545, 3.31893706322, 9.73194789886, 9.43329811096, 9.12127113342, 8.73599529266, 10.1443405151, 6.95396280289, 3.76526713371, 8.30239009857, 8.30652046204, 8.52437973022, 7.75380992889, 5.85207796097, 5.23878335953, 3.9567732811, 2.75761795044, 2.18627095222, 2.56934571266, 8.56264209747, 7.04106235504, 6.32866191864, 4.95150375366, 4.48430013657, 3.02373218536, 3.09139084816, 7.17133760452, 3.18065571785, 2.92046236992, 4.82209634781, 4.47812747955, 3.30784130096, 2.61283707619, 5.0082449913, 3.03998947144, 2.72020077705, 3.66039562225, 3.42449951172, 2.76989173889, 3.47727513313, 4.36351251602, 3.00317168236, 2.73704266548, 3.81302237511, 3.65461325645, 4.96191740036, 3.04544949532, 3.53903341293, 4.34642457962, 3.23158168793, 6.57909250259, 3.8859462738, 4.35253429413, 3.81597948074, 4.64754343033, 3.41846394539, 2.6882019043, 6.3712515831, 3.68568658829, 2.86019659042, 2.52953410149, 2.16946554184, 1.95377278328, 2.09019398689, 3.99573040009, 7.22309160233, 7.79598617554, 9.62310886383, 9.83226490021, 10.3482046127, 9.00029945374, 7.00264644623, 7.33104658127, 10.5144748688, 8.90958976746],
"SEFlat": [1.38659143448, 1.38275110722, 1.38854908943, 1.37742483616, 1.37670278549, 1.39145970345, 1.37723362446, 1.38487148285, 1.38152480125, 1.36186242104, 1.39893007278, 1.39604532719, 1.39542484283, 1.39973402023, 1.39367842674, 1.38469290733, 1.38948392868, 1.37712192535, 1.37649977207, 1.37583112717, 1.39038527012, 1.39207315445, 1.38130700588, 1.38589119911, 1.38368105888, 1.38471186161, 1.38673532009, 1.3924498558, 1.38793730736, 1.38796031475, 1.3893764019, 1.38379704952, 1.37754893303, 1.35459578037, 1.38115417957, 1.39340424538, 1.36922132969, 1.37683141232, 1.39392137527, 1.360278368, 1.36677408218, 1.32199430466, 1.34064459801, 1.36066067219, 1.37707781792, 1.35536158085, 1.37383162975, 1.36921620369, 1.36161923409, 1.35252165794, 1.36389267445, 1.39079725742, 1.40163516998, 1.3625420332, 1.39005565643, 1.38251554966, 1.38640451431, 1.37069547176, 1.39125454426, 1.36286604404, 1.36928713322, 1.38668477535, 1.39176118374, 1.38412249088, 1.38567709923, 1.38107705116, 1.36032557487, 1.37582147121, 1.38921666145, 1.39540946484, 1.38531565666, 1.38546681404, 1.39229333401, 1.38681995869, 1.38455748558, 1.37510359287, 1.36844611168, 1.37006044388, 1.36404514313, 1.3849016428, 1.38580107689, 1.40653169155, 1.38388776779, 1.39439046383, 1.39056420326, 1.4076873064, 1.40649032593, 1.40786683559, 1.40590751171, 1.3851801157, 1.38450360298, 1.3764064312, 1.35977482796, 1.4009308815, 1.39942467213, 1.36446857452, 1.37800967693, 1.37874662876, 1.37905049324, 1.37882041931, 1.36838793755, 1.36080849171, 1.323995471, 1.33287513256, 1.39845180511, 1.40489971638, 1.36123859882, 1.36149096489, 1.36650109291, 1.40883708, 1.39958178997, 1.38812875748, 1.38368868828, 1.39218604565, 1.38614988327, 1.37716543674, 1.364158988, 1.33836472034, 1.38232159615, 1.34930598736, 1.39953172207, 1.38077378273, 1.38158106804, 1.38512420654, 1.37825262547, 1.37761831284, 1.37753665447, 1.37904191017, 1.35320055485, 1.37343668938, 1.40092885494, 1.37477600574, 1.38459122181, 1.3823171854, 1.38669979572, 1.406427145, 1.39020252228, 1.38380396366, 1.3978061676, 1.38958644867, 1.38351154327, 1.40780210495, 1.40786731243, 1.40661895275, 1.39170634747, 1.40867257118, 1.37153410912, 1.37669014931, 1.38624370098, 1.40089321136, 1.40219581127, 1.40088772774, 1.38854277134, 1.37853777409, 1.37938392162, 1.38391506672, 1.36279809475, 1.4071290493, 1.40446126461, 1.39982140064, 1.38949847221, 1.37457025051, 1.34718346596, 1.350253582, 1.32221293449, 1.40942132473, 1.33016991615, 1.36277830601, 1.40785479546, 1.34361147881, 1.38315200806, 1.33153486252, 1.40604114532, 1.36178529263, 1.36034607887, 1.38989961147, 1.36897361279, 1.36569690704, 1.4071944952, 1.40630054474, 1.35215389729, 1.34464156628, 1.39242720604, 1.32638049126, 1.40533053875, 1.37429976463, 1.34275341034, 1.40434372425, 1.37201225758, 1.35104298592, 1.34748530388, 1.40654468536, 1.38031160831, 1.37227082253, 1.36372804642, 1.3614346981, 1.4086805582, 1.37796831131, 1.37809610367, 1.36896681786, 1.36838889122, 1.36638104916, 1.36808097363, 1.38237130642, 1.39101684093, 1.39924693108, 1.40700519085, 1.39035582542, 1.38865184784, 1.37406170368, 1.39387655258, 1.37641048431, 1.35743439198, 1.36681342125],
Extract features
6 years ago
"SF": [116.917068481, 56.7454795837, 35.1455078125, 34.7845191956, 48.6824531555, 33.6106262207, 30.5858459473, 23.1694831848, 48.4030838013, 64.9376983643, 83.783782959, 83.7790603638, 101.408828735, 61.8365783691, 43.9809951782, 55.5581436157, 92.1834182739, 65.1919555664, 56.3102645874, 58.8550949097, 84.4534683228, 50.9027290344, 40.3898963928, 68.2866668701, 65.615562439, 46.0259819031, 48.5370635986, 67.7805404663, 51.5805664062, 40.9286804199, 27.2206172943, 22.2427272797, 15.0091753006, 29.2595462799, 36.9885597229, 38.628692627, 43.1654624939, 27.3854198456, 23.0519676208, 21.236623764, 35.3202056885, 30.6023540497, 17.5359115601, 34.1562805176, 47.3810844421, 47.6192207336, 47.5861587524, 31.258190155, 36.1017456055, 22.6879386902, 45.8220825195, 33.7783927917, 18.6866645813, 42.262512207, 34.2906570435, 43.7115516663, 21.4632568359, 52.1792602539, 31.7543067932, 35.6425437927, 38.8932991028, 42.8508377075, 36.5571479797, 37.550983429, 65.93775177, 48.7055969238, 40.2804946899, 52.1832275391, 44.6651725769, 32.222328186, 35.0671539307, 40.5534553528, 36.0313186646, 23.4157924652, 59.2334594727, 55.1797714233, 90.0842437744, 101.235794067, 173.189025879, 134.984710693, 110.175926208, 96.9174575806, 123.887832642, 84.1720046997, 72.6254577637, 144.418899536, 121.197402954, 92.8448867798, 117.382736206, 81.9337997437, 89.7616653442, 44.8656005859, 126.261505127, 156.232055664, 95.3267745972, 98.7717132568, 63.8777008057, 60.2240219116, 55.8675041199, 34.858795166, 21.9919624329, 20.3441963196, 66.3966674805, 112.137794495, 125.01738739, 80.1205978394, 93.1284255981, 43.6909561157, 36.4083137512, 121.629432678, 112.809165955, 91.1073303223, 89.0478744507, 69.7918701172, 45.3400764465, 41.8061027527, 54.4557952881, 77.3377838135, 106.725662231, 70.7925109863, 110.239517212, 99.6399002075, 69.4793243408, 88.0285491943, 97.6034698486, 71.8238983154, 56.8364028931, 43.4645271301, 59.0093917847, 35.7000198364, 59.7249488831, 42.6796875, 50.0524101257, 64.3325042725, 88.3228378296, 89.3715515137, 94.7291946411, 74.2830276489, 76.7866668701, 91.622795105, 42.258480072, 157.120391846, 163.340393066, 114.001304626, 113.365264893, 97.7392349243, 111.35333252, 75.6680297852, 147.07585144, 149.29838562, 77.2772369385, 97.3485107422, 82.7115859985, 67.0649414062, 49.3112983704, 41.5889358521, 23.5426750183, 37.3439903259, 136.972640991, 177.985946655, 99.774230957, 91.859336853, 71.7310791016, 46.4534683228, 36.7811012268, 107.18711853, 115.688697815, 31.0190525055, 87.4706954956, 57.0920753479, 59.4561920166, 34.8689498901, 73.6039581299, 70.9983978271, 26.0404071808, 61.063949585, 36.5112342834, 25.8687896729, 63.9049415588, 32.5458030701, 59.2658348083, 28.2360992432, 59.3374137878, 41.8499221802, 71.3157348633, 66.1874694824, 35.6544303894, 71.5756988525, 47.8410682678, 113.429389954, 81.1242752075, 64.7439727783, 86.4676055908, 47.664390564, 41.3434295654, 35.0904922485, 108.137718201, 76.0196609497, 31.8870296478, 21.1872215271, 15.5749492645, 13.1110639572, 17.3966026306, 63.1172904968, 80.4716567993, 91.922668457, 98.055305481, 112.167739868, 99.1311721802, 165.676574707, 112.575958252, 96.8935089111, 152.631881714, 125.243782043],
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
"SSDec": [1033.19348145, 829.779296875, 677.480041504, 603.832885742, 557.505371094, 595.126220703, 459.925750732, 453.708526611, 587.237426758, 902.168151855, 1389.3873291, 1522.66235352, 824.472106934, 780.016601562, 709.296386719, 692.060668945, 1188.95495605, 1437.95043945, 1440.43835449, 1225.38549805, 919.93560791, 882.190185547, 761.436828613, 801.611083984, 844.955871582, 839.900634766, 991.116760254, 872.700378418, 768.304626465, 579.37322998, 527.688232422, 469.884155273, 406.109802246, 409.060455322, 467.290679932, 437.519378662, 490.423248291, 517.152954102, 495.053955078, 445.478942871, 484.348327637, 415.681884766, 430.563415527, 488.377960205, 704.659790039, 492.843048096, 435.65246582, 507.911193848, 439.25479126, 410.963592529, 554.218566895, 632.278808594, 690.972351074, 479.810699463, 546.438415527, 457.820068359, 458.488067627, 552.817687988, 617.887023926, 494.116241455, 508.352294922, 584.953857422, 522.08795166, 483.732788086, 763.766601562, 624.338378906, 464.352111816, 611.831787109, 667.62109375, 604.490783691, 494.399932861, 679.973815918, 563.323242188, 507.877868652, 671.049133301, 740.283752441, 772.293151855, 869.258728027, 1530.22167969, 1504.22717285, 1416.86242676, 1308.92687988, 1264.39233398, 942.026184082, 743.443359375, 1590.46850586, 1678.00427246, 1876.7052002, 1257.8326416, 1239.93322754, 731.330749512, 600.203186035, 1178.11950684, 1448.70593262, 1241.52697754, 1263.66052246, 1143.02404785, 911.880065918, 665.368041992, 517.075317383, 472.56048584, 398.248687744, 599.055236816, 991.760742188, 833.729248047, 868.519042969, 753.333740234, 755.153320312, 576.576721191, 1041.7598877, 843.194824219, 804.276000977, 628.30291748, 926.811828613, 736.75994873, 577.884643555, 546.67767334, 814.086730957, 780.752624512, 1026.72424316, 1528.34204102, 1517.21154785, 1596.11242676, 1369.99108887, 1379.57287598, 999.230163574, 857.110778809, 802.678771973, 544.416564941, 575.863342285, 667.992919922, 644.760009766, 774.131469727, 625.75592041, 980.32208252, 1353.34472656, 1355.06921387, 1370.4185791, 1108.24938965, 566.629089355, 628.890930176, 1569.96252441, 1554.61413574, 1555.1003418, 1513.77478027, 1841.7064209, 1317.82055664, 703.530700684, 1369.23278809, 1380.34973145, 1387.46130371, 1245.42944336, 959.320739746, 905.215637207, 688.67175293, 509.832092285, 433.158172607, 509.950683594, 1321.78479004, 1051.55773926, 893.155151367, 739.182189941, 763.298583984, 538.116210938, 545.816589355, 1021.11157227, 507.799926758, 449.730041504, 764.59362793, 681.777770996, 492.697814941, 447.423492432, 722.836181641, 473.538452148, 427.66506958, 652.815246582, 603.06640625, 529.256103516, 570.401611328, 618.875061035, 467.12310791, 443.946929932, 565.777954102, 596.957885742, 728.16204834, 470.54083252, 536.483947754, 676.730041504, 541.711425781, 1049.47900391, 646.486816406, 675.778503418, 672.340942383, 804.905456543, 651.370300293, 518.058288574, 1135.96679688, 699.440185547, 571.447937012, 508.012542725, 437.617095947, 359.559356689, 427.070343018, 773.787597656, 1259.14331055, 1295.50891113, 1616.95385742, 1593.57385254, 1581.45666504, 1359.12561035, 1093.22290039, 1134.77929688, 1636.71936035, 1309.49060059],
Extract features
6 years ago
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Update feature JSONs
6 years ago
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Extract features
6 years ago
}