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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/glass.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": [1036.78552246, 1060.65979004, 862.669799805, 921.164489746, 1012.03613281, 1083.42993164, 1136.02929688, 1040.25268555, 473.982727051, 511.65322876, 842.481933594, 955.140869141, 560.221679688, 924.592590332, 953.158813477, 1060.82189941, 747.670471191, 618.811584473, 685.089172363, 709.374328613, 1104.3840332, 1022.0244751, 927.617919922, 920.21862793, 1223.27612305, 1117.82849121, 1079.12536621, 1470.82983398, 1110.81604004, 1369.47460938, 1609.95715332, 1664.42980957, 1326.46984863, 1054.43591309, 1094.18762207, 1081.28051758, 935.979187012, 810.268676758, 930.707641602, 766.164611816, 977.853210449, 912.635070801, 582.183898926, 656.12677002, 814.670898438, 1160.43762207, 702.286071777, 815.174316406, 1122.69506836, 679.063842773, 1084.66552734, 790.921508789, 1406.89074707, 892.207397461, 1212.17126465, 787.922973633, 849.145874023, 867.83416748, 983.595153809, 760.227294922, 794.511962891, 958.250915527, 799.914001465, 833.762145996, 1088.5213623, 1260.7611084, 692.769470215, 1323.14880371, 1050.46520996, 1291.00646973, 1026.81188965, 1328.21435547, 1016.49420166, 767.256103516, 959.732299805, 740.065551758, 915.972229004, 260.243255615, 663.839172363, 589.569519043, 1044.3215332, 1058.11877441, 1185.73754883, 718.229248047, 906.057617188, 813.705078125, 1328.28173828, 1536.55090332, 1138.34423828, 1231.98828125, 840.242126465, 1316.2487793, 762.305725098, 1490.92419434, 1365.48205566, 1657.38415527, 1423.62426758, 1662.02099609, 1290.41015625, 1689.23742676, 1684.26782227, 1474.06384277, 1224.45874023, 1499.81604004, 899.468688965, 869.653503418, 1472.12988281, 1121.70361328, 1438.93603516, 944.986022949, 1352.68041992, 942.77734375, 1538.36669922, 1109.59558105, 1484.12890625, 1210.6204834, 1633.21081543, 1384.2989502, 1051.29797363, 1204.15063477, 893.07208252, 1071.05029297, 803.011169434, 1379.27331543, 897.947998047, 1044.26623535, 1204.56921387, 1850.81860352, 1732.42602539, 1678.96069336, 1194.78979492, 1340.67053223, 1166.24243164, 993.648010254, 1316.87719727, 943.574157715, 1275.4934082, 1103.00952148, 1158.10632324, 877.96307373, 1193.51696777, 962.315063477, 877.518066406, 830.657348633, 543.304870605, 634.89074707, 534.30645752, 975.608520508, 595.78894043, 814.89855957, 666.047973633, 826.505065918, 822.981323242, 825.556274414, 620.213745117, 853.519775391, 774.971191406, 637.227600098, 930.480529785, 837.407531738, 960.765991211, 927.674621582, 1392.91125488, 1208.75744629, 984.996887207, 959.110595703, 1081.17541504, 1055.73486328, 1432.87451172, 1249.90454102, 1001.72174072, 920.489624023, 1030.41247559, 861.691223145, 820.873596191, 1067.2824707, 794.659240723, 585.572814941, 619.918273926, 883.834838867, 873.037109375, 1189.13146973, 821.386657715, 1436.21679688, 1192.84790039, 1041.64245605, 909.398376465, 787.470397949, 1023.67553711, 968.485839844, 1009.92584229, 924.686950684, 1319.51208496, 1316.11450195, 1602.90124512, 1597.53991699, 2235.55664062, 2368.23803711, 1774.36242676, 1337.13916016, 1770.56115723, 1516.23046875, 1442.72692871, 1246.72253418, 1131.66271973, 1505.89562988, 994.241882324, 1540.38879395, 1228.39123535, 1352.64660645, 1069.80102539, 1282.52880859, 855.121520996, 970.344726562],
Update feature JSONs
6 years ago
"SComp": [100, 84, 80, 71, 68, 48, 52, 49, 40, 45, 31, 46, 35, 45, 37, 54, 52, 47, 49, 41, 46, 48, 52, 62, 70, 76, 79, 72, 94, 78, 80, 78, 97, 95, 96, 89, 90, 88, 70, 68, 52, 52, 52, 58, 50, 50, 47, 47, 45, 47, 51, 48, 48, 51, 44, 53, 56, 45, 53, 75, 81, 79, 81, 76, 77, 79, 73, 87, 63, 83, 62, 68, 62, 67, 54, 60, 66, 53, 73, 45, 66, 56, 78, 47, 68, 64, 76, 63, 79, 75, 70, 58, 67, 84, 74, 83, 72, 79, 73, 86, 83, 92, 87, 90, 88, 85, 86, 72, 81, 84, 96, 77, 91, 85, 100, 95, 85, 99, 100, 100, 100, 100, 98, 100, 86, 81, 77, 100, 92, 100, 96, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 100, 81, 69, 61, 58, 63, 50, 55, 49, 51, 47, 66, 45, 60, 47, 60, 63, 82, 75, 95, 84, 92, 89, 82, 86, 80, 81, 71, 88, 83, 80, 89, 81, 73, 79, 85, 100, 100, 96, 100, 89, 100, 100, 100, 100, 100, 100, 100, 100, 100, 87, 84, 87, 83, 100, 99, 100, 100, 100, 99, 100, 100, 100, 100, 100, 100, 100, 100, 100, 98, 81, 63],
"SDec": [10.174405098, 9.82216358185, 9.80116081238, 10.5439720154, 5.48056745529, 7.06774902344, 4.16351175308, 4.55849266052, 7.73815059662, 11.7158489227, 5.11340045929, 6.1363863945, 7.31281423569, 5.60612106323, 4.91455173492, 5.5606341362, 7.29298591614, 9.12149524689, 10.7094945908, 8.26193809509, 7.20544481277, 5.77433824539, 9.38846492767, 6.20375871658, 7.80219745636, 7.19277715683, 10.8118286133, 7.2317276001, 10.8714113235, 11.075761795, 8.17341899872, 7.8859128952, 6.94061422348, 13.602016449, 8.86624145508, 12.0832681656, 8.23181533813, 14.6596221924, 9.2788143158, 12.966094017, 8.39935207367, 6.58083248138, 10.6997003555, 8.87595367432, 6.58874559402, 4.23135137558, 8.97983932495, 6.27308130264, 6.17432880402, 7.00931930542, 6.88367366791, 6.77355909348, 5.97828292847, 5.87097787857, 7.42351913452, 8.72453403473, 9.46947097778, 8.78057003021, 8.33725547791, 11.6502199173, 10.8433942795, 11.6585245132, 9.45158481598, 14.718957901, 6.77989625931, 8.97063446045, 9.61072349548, 6.54092597961, 5.89641952515, 6.12333106995, 7.30587244034, 5.23504543304, 6.3411450386, 8.54429531097, 8.13614749908, 5.58122730255, 6.92485761642, 16.7396087646, 12.5582447052, 9.08258533478, 8.69967746735, 4.67873668671, 7.09443283081, 7.63302898407, 11.7726650238, 15.1400594711, 7.62673950195, 8.60178089142, 7.81178045273, 11.8219404221, 9.79410457611, 11.0027551651, 14.2905187607, 9.33984661102, 6.25821018219, 8.05375957489, 8.23161315918, 8.43248748779, 7.47257041931, 7.13607311249, 7.02744483948, 6.12532711029, 9.1535320282, 6.33841323853, 14.7908506393, 10.4984102249, 9.51141357422, 6.88463830948, 9.0487537384, 9.72367668152, 8.8944272995, 11.6379261017, 9.6709690094, 11.7081336975, 8.62833595276, 13.572886467, 9.57414722443, 15.4601688385, 11.7091388702, 15.2807588577, 13.0339708328, 16.5186748505, 14.5950155258, 13.8466405869, 16.1555309296, 20.2051582336, 15.5118713379, 11.7854709625, 13.40371418, 12.0789251328, 22.1064968109, 13.9326200485, 25.2864284515, 17.1565170288, 17.9336490631, 15.0125465393, 20.7699623108, 13.2198848724, 22.0462741852, 17.1199703217, 17.2100563049, 17.6318874359, 16.5139636993, 12.7400846481, 10.9306154251, 11.8758935928, 11.5217790604, 9.01098155975, 9.71625804901, 8.88127708435, 9.51078701019, 9.69916439056, 8.0394411087, 10.1302614212, 12.9055490494, 9.79425144196, 12.1961479187, 13.5003433228, 11.8800344467, 9.6807308197, 10.8608350754, 8.62492847443, 9.30264472961, 6.29427814484, 12.0945205688, 7.59698009491, 9.63711071014, 8.49765014648, 7.77946281433, 7.9411687851, 9.87562274933, 10.9491462708, 9.27994155884, 12.298535347, 11.1938991547, 10.4380550385, 10.5667543411, 25.1168937683, 16.1919307709, 14.384428978, 10.540802002, 14.9973173141, 13.1637496948, 11.8544988632, 12.0312900543, 16.0843696594, 18.225112915, 14.6894216537, 13.6045703888, 10.130437851, 16.9895000458, 10.6079492569, 13.7066135406, 8.37135314941, 11.1413793564, 8.22263526917, 9.99793815613, 9.44337940216, 11.8547325134, 18.2073974609, 12.0814743042, 17.1741218567, 12.5496854782, 19.216091156, 13.248790741, 16.5091953278, 16.0767116547, 23.1017723083, 14.4410324097, 24.2637748718, 18.1697483063, 17.0110912323, 16.3507499695, 7.30797767639],
"SEFlat": [1.32168889046, 1.30404186249, 1.35629594326, 1.32671701908, 1.33397054672, 1.31585812569, 1.31336808205, 1.33948659897, 1.36991524696, 1.39575827122, 1.38339734077, 1.33294856548, 1.39221739769, 1.37719261646, 1.3263194561, 1.29920113087, 1.35414886475, 1.35542905331, 1.37728595734, 1.33656549454, 1.29606866837, 1.30798435211, 1.30099475384, 1.36724555492, 1.278678298, 1.28798830509, 1.29298186302, 1.26545834541, 1.28420543671, 1.28507101536, 1.32838118076, 1.30759000778, 1.277110219, 1.29016947746, 1.32941257954, 1.31611013412, 1.34953022003, 1.38359344006, 1.33012962341, 1.39602732658, 1.30485117435, 1.37675070763, 1.37433505058, 1.36700224876, 1.37014389038, 1.31444489956, 1.35094881058, 1.37720620632, 1.30233716965, 1.36874723434, 1.2963385582, 1.36091208458, 1.27485942841, 1.34675705433, 1.28809356689, 1.36838054657, 1.34933161736, 1.35213053226, 1.34391379356, 1.38873398304, 1.38955247402, 1.38213074207, 1.35449147224, 1.34254825115, 1.33347535133, 1.25988674164, 1.38713121414, 1.26916790009, 1.33196139336, 1.30217456818, 1.32320678234, 1.28983283043, 1.30811488628, 1.34918189049, 1.312281847, 1.36318194866, 1.36051213741, 1.38486945629, 1.37361299992, 1.37028777599, 1.31046330929, 1.32519567013, 1.28465950489, 1.33637714386, 1.3677573204, 1.38358688354, 1.27867305279, 1.26104605198, 1.3010109663, 1.2652785778, 1.37605142593, 1.254814744, 1.35714280605, 1.25463306904, 1.25080549717, 1.25484025478, 1.27299833298, 1.28098320961, 1.29595458508, 1.26181328297, 1.26127743721, 1.29738581181, 1.29066336155, 1.26151704788, 1.30228078365, 1.36429905891, 1.27649402618, 1.3378828764, 1.27541053295, 1.31590306759, 1.27054357529, 1.34988892078, 1.27652287483, 1.29916667938, 1.28362035751, 1.30113565922, 1.2981441021, 1.28518426418, 1.29124581814, 1.2587416172, 1.38237762451, 1.3154091835, 1.35271692276, 1.25873839855, 1.3409538269, 1.2911952734, 1.26496517658, 1.29576814175, 1.25462508202, 1.2518376112, 1.25192213058, 1.25219190121, 1.24795436859, 1.33054566383, 1.25270819664, 1.34739112854, 1.25238728523, 1.29225850105, 1.25480687618, 1.39227592945, 1.29486775398, 1.3712927103, 1.37452220917, 1.38604962826, 1.40042030811, 1.39441525936, 1.37418317795, 1.33903467655, 1.39246070385, 1.35185015202, 1.35758793354, 1.37878787518, 1.36655414104, 1.32301592827, 1.38952338696, 1.36984050274, 1.35640096664, 1.39802968502, 1.3298459053, 1.38075745106, 1.3626768589, 1.38559126854, 1.25878381729, 1.29926860332, 1.34981870651, 1.3471108675, 1.32374918461, 1.30967140198, 1.25236523151, 1.27615308762, 1.3301538229, 1.3946005106, 1.34574127197, 1.36729347706, 1.37535703182, 1.33759343624, 1.3785649538, 1.39669561386, 1.38909554482, 1.34494543076, 1.38401257992, 1.28961491585, 1.35324144363, 1.27972829342, 1.28953242302, 1.29917442799, 1.29968118668, 1.38850367069, 1.32143414021, 1.3481580019, 1.32850110531, 1.3573846817, 1.27110755444, 1.26747989655, 1.26652646065, 1.26593089104, 1.50749289989, 1.62922644615, 1.28692018986, 1.2610398531, 1.31600666046, 1.25497841835, 1.25338888168, 1.25335431099, 1.27261137962, 1.25318813324, 1.34123599529, 1.26964497566, 1.26955914497, 1.25355660915, 1.27734553814, 1.2517875433, 1.34732723236, 1.36418902874],
Extract features
6 years ago
"SF": [217.245437622, 109.321228027, 111.645645142, 118.70211792, 118.427902222, 68.2420043945, 95.7375183105, 62.2627716064, 122.857185364, 128.553131104, 158.99005127, 62.7266998291, 126.193237305, 73.6206970215, 69.208770752, 73.0077590942, 87.4651412964, 125.564788818, 133.991699219, 112.63671875, 97.9843215942, 67.3488845825, 121.483306885, 99.8448867798, 106.926651001, 113.990028381, 145.18069458, 129.366958618, 145.638198853, 113.833000183, 139.943740845, 99.341178894, 107.015731812, 206.403686523, 167.38117981, 118.591072083, 121.964309692, 174.892120361, 183.920440674, 145.853820801, 152.512207031, 108.599143982, 157.811065674, 160.624969482, 92.6316375732, 84.9718322754, 124.976730347, 134.34866333, 83.7410583496, 83.6984176636, 83.020904541, 86.4794845581, 83.509727478, 72.1555938721, 90.4115219116, 95.3273544312, 107.91230011, 107.215812683, 138.490829468, 95.78150177, 110.92073822, 114.228561401, 139.452255249, 217.971847534, 205.572067261, 98.8181228638, 106.421104431, 143.559921265, 99.2863998413, 71.6436538696, 85.9105529785, 104.276252747, 72.2180862427, 105.07183075, 119.476905823, 101.971427917, 90.1824035645, 287.825958252, 227.41065979, 173.800918579, 110.651367188, 106.353408813, 97.6797943115, 91.8261489868, 191.308395386, 199.314682007, 186.187530518, 85.8286361694, 89.0668640137, 154.429550171, 124.373352051, 162.395019531, 139.244277954, 180.303329468, 95.5230865479, 101.488731384, 99.7732009888, 92.0754547119, 89.4482192993, 89.0210037231, 95.5338745117, 114.163825989, 118.092582703, 99.1797103882, 234.677047729, 185.229324341, 145.58543396, 117.661338806, 107.110412598, 105.218025208, 192.618148804, 121.9737854, 163.14465332, 153.896316528, 125.413551331, 155.607147217, 157.470428467, 223.007080078, 168.493759155, 261.645050049, 204.56086731, 247.649581909, 233.584075928, 208.598220825, 139.189117432, 164.253417969, 182.145309448, 204.212661743, 137.224197388, 157.065292358, 289.710388184, 224.711029053, 297.589172363, 238.539169312, 233.635406494, 204.000427246, 220.345703125, 255.055511475, 313.929016113, 270.130310059, 147.724884033, 183.786437988, 179.31111145, 165.21685791, 163.579559326, 153.5521698, 144.498657227, 139.969772339, 106.990882874, 102.614608765, 85.8947677612, 146.560623169, 105.06703949, 187.477523804, 141.558929443, 144.058242798, 162.731170654, 168.414047241, 174.939941406, 110.184059143, 110.799049377, 123.640510559, 138.753601074, 110.95136261, 157.095275879, 146.620864868, 114.526527405, 86.3965148926, 106.316963196, 86.4384384155, 175.285720825, 108.447654724, 118.538902283, 152.086425781, 130.049682617, 136.246902466, 191.211242676, 342.957183838, 250.583145142, 268.555206299, 174.269760132, 202.417282104, 190.3540802, 182.51991272, 138.207046509, 202.438323975, 171.061813354, 265.651733398, 176.619338989, 160.947250366, 180.916748047, 167.932739258, 143.825912476, 179.492599487, 134.81288147, 126.089286804, 155.951431274, 128.548995972, 208.023498535, 186.028396606, 255.745223999, 230.302597046, 193.456344604, 234.374679565, 218.168823242, 165.493164062, 178.409881592, 254.240234375, 266.621795654, 289.791625977, 255.01234436, 136.346725464, 133.735305786, 218.692153931],
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": [1331.25732422, 1284.80273438, 1388.31713867, 1361.32788086, 697.954833984, 921.977905273, 499.490539551, 611.221069336, 1147.33154297, 1738.72277832, 638.563598633, 803.057189941, 1054.12231445, 704.907470703, 615.987609863, 768.94519043, 1006.75286865, 1388.45690918, 1435.35461426, 1190.57507324, 894.282104492, 779.419555664, 1226.75036621, 782.684387207, 1034.55603027, 983.815124512, 1478.68017578, 892.955078125, 1482.75683594, 1322.84533691, 1077.98059082, 967.635803223, 954.870849609, 1830.22729492, 1155.44152832, 1653.55151367, 1115.84875488, 2011.94433594, 1269.47302246, 1852.86657715, 1065.55480957, 893.103149414, 1584.78552246, 1271.74072266, 884.794250488, 570.473388672, 1253.33740234, 855.955810547, 781.331054688, 1004.03778076, 879.874084473, 913.528381348, 752.944152832, 744.930786133, 978.37097168, 1181.80444336, 1384.71838379, 1135.79846191, 1173.87207031, 1593.7947998, 1650.5925293, 1573.33288574, 1390.92431641, 2001.45568848, 854.350036621, 1201.17651367, 1332.953125, 854.572753906, 749.935058594, 824.901306152, 920.129089355, 696.897949219, 876.347229004, 1243.78820801, 1058.4317627, 800.395874023, 929.748168945, 3053.92822266, 1767.4798584, 1368.04699707, 1126.47399902, 612.05291748, 927.283813477, 1064.86987305, 1834.72265625, 1993.16003418, 1007.59130859, 1079.38720703, 1047.57250977, 1619.14660645, 1302.08666992, 1405.70910645, 1822.74328613, 1151.41467285, 774.895202637, 1032.85949707, 1045.33422852, 1073.26342773, 925.236450195, 921.010437012, 836.512451172, 799.674377441, 1176.76550293, 841.44921875, 2059.02392578, 1343.06066895, 1181.49731445, 935.672668457, 1177.79602051, 1296.11791992, 1250.8203125, 1567.39038086, 1303.9152832, 1491.48266602, 1188.87915039, 1697.34082031, 1275.17858887, 1965.24169922, 1527.39929199, 2062.08886719, 1726.26013184, 2301.78369141, 1914.87463379, 1879.59143066, 2081.66137695, 2747.19458008, 1964.89526367, 1479.08251953, 1619.57067871, 1628.00366211, 2800.33081055, 1840.97766113, 3338.76586914, 2209.36254883, 2401.99804688, 1985.43786621, 2722.58618164, 1742.3963623, 2849.2199707, 2247.94091797, 2396.50341797, 2291.59399414, 2352.56298828, 1736.85839844, 1566.91955566, 1805.09301758, 1654.52966309, 1263.15466309, 1341.55029297, 1271.22229004, 1352.17883301, 1383.03491211, 1100.60314941, 1484.96972656, 1890.33288574, 1305.26940918, 1876.00292969, 2018.74108887, 1594.2689209, 1350.79943848, 1508.33532715, 1145.28686523, 1214.99926758, 869.562438965, 1663.13049316, 1003.24761963, 1319.03967285, 1105.796875, 1045.44482422, 1007.74829102, 1388.46252441, 1429.78564453, 1255.14196777, 1798.0123291, 1603.7623291, 1323.82727051, 1578.12670898, 3572.11669922, 2175.82421875, 2095.89990234, 1475.91223145, 2140.16577148, 1814.07946777, 1626.19604492, 1601.41833496, 2335.68408203, 2494.76123047, 2025.79748535, 1877.83691406, 1393.67443848, 2240.19116211, 1409.71350098, 1682.70410156, 1067.29821777, 1457.21887207, 1008.35015869, 1222.40563965, 1080.19506836, 1584.34741211, 2247.13208008, 1584.47229004, 2119.65966797, 1660.48632812, 2496.00366211, 1830.0723877, 2068.35742188, 2163.42871094, 2926.61132812, 1863.91271973, 3226.82885742, 2312.09423828, 2059.27734375, 2075.42358398, 953.13470459],
Extract features
6 years ago
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Update feature JSONs
6 years ago
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Extract features
6 years ago
}