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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/rock.json

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Extract features
6 years ago
{
Add 4 Hz modulation feature
6 years ago
"4HzMod": [7.5159782682e-06, 4.21276808993e-06, 6.70669260217e-06, 4.77960065837e-06, 5.23343123859e-06, 4.57326177639e-06, 4.09890617448e-06, 7.5821185419e-06, 4.52448603028e-06, 5.18331216881e-06, 5.83498831475e-06, 3.41583495356e-06, 5.74117348151e-06, 5.19308423463e-06, 3.7724644244e-06, 5.12713995704e-06, 2.51824167208e-06, 5.53408654014e-06, 2.83539452539e-06, 4.28517432738e-06, 6.89462967784e-06, 4.41653537564e-06, 6.07335960012e-06, 3.58818101631e-06, 4.57476744486e-06, 3.6630744944e-06, 3.85400562664e-06, 6.52475500829e-06, 4.20402238888e-06, 5.07743925482e-06, 6.02152385909e-06, 3.92586389353e-06, 4.41696511189e-06, 6.19125194135e-06, 4.39396490037e-06, 6.73041131449e-06, 3.37460141964e-06, 5.41322106073e-06, 3.35365052706e-06, 2.78443053503e-06, 5.99718305239e-06, 3.62397577192e-06, 6.38277515463e-06, 5.38682252227e-06, 4.65279799755e-06, 3.88957641917e-06, 4.18665558755e-06, 5.60918897463e-06, 4.31403532275e-06, 4.04093270845e-06, 4.81835149913e-06, 3.16947966894e-06, 3.54270082426e-06, 5.48749449081e-06, 5.5063533182e-06, 6.52186736261e-06, 4.86060434923e-06, 5.68369978282e-06, 3.68769792658e-06, 3.9942847252e-06, 7.72212206357e-06, 3.94659628e-06, 5.1632728173e-06, 5.12201313541e-06, 3.81809695682e-06, 5.2233540373e-06, 3.74710975848e-06, 8.07035485195e-06, 6.12707390246e-06, 4.47066713605e-06, 8.25067672849e-06, 5.59143654755e-06, 5.97194548391e-06, 5.95642814005e-06, 3.91356616092e-06, 6.70699682814e-06, 4.29055444329e-06, 6.34597199678e-06, 5.32572403245e-06, 3.06700098918e-06, 7.08211837264e-06, 6.74013472235e-06, 5.76010233999e-06, 6.54625773677e-06, 7.93711569713e-06, 6.39411064185e-06, 5.96194058744e-06, 5.90247054788e-06, 6.67775793772e-06, 5.43305895917e-06, 8.41414566821e-06, 7.09550340616e-06, 8.26636915008e-06, 7.59131626182e-06, 4.10579241361e-06, 8.49994466989e-06, 7.28931945559e-06, 6.12519352217e-06, 4.85468581246e-06, 3.99118016503e-06, 6.36902950646e-06, 5.26457961314e-06, 6.46977878205e-06, 7.25034669813e-06, 5.17860007676e-06, 5.86490068599e-06, 5.08074026584e-06, 8.20766308607e-06, 6.97812765793e-06, 4.8800757213e-06, 7.66181074141e-06, 7.12870632924e-06, 5.01366321259e-06, 7.26339840185e-06, 7.87719272921e-06, 8.60169075168e-06, 7.20729576642e-06, 8.43265752337e-06, 7.7666109064e-06, 5.05837215314e-06, 7.8123757703e-06, 6.00546218266e-06, 6.98995472703e-06, 8.77714865055e-06, 6.3271113504e-06, 7.64356627769e-06, 6.12351823293e-06, 5.49148353457e-06, 7.63201751397e-06, 5.68331552131e-06, 7.75242097006e-06, 5.00163378092e-06, 4.85921100335e-06, 8.20095465315e-06, 5.50067670702e-06, 7.60556713431e-06, 6.41873248242e-06, 7.20272055332e-06, 6.00319435762e-06, 5.02810053149e-06, 8.19506567495e-06, 6.7413625402e-06, 7.04108197169e-06, 7.24439769328e-06, 4.91313721795e-06, 7.00195187164e-06, 6.40320649836e-06, 6.57755026623e-06, 7.50595108912e-06, 4.77159574075e-06, 6.78554488331e-06, 5.4804145293e-06, 5.4727756833e-06, 6.82113613948e-06, 5.26695794179e-06, 7.07394474375e-06, 7.37501159165e-06, 5.99593977313e-06, 5.91365323999e-06, 6.46194303044e-06, 7.37575055609e-06, 8.98750477063e-06, 7.36893525755e-06, 9.77682975645e-06, 8.49661682878e-06, 4.02145951739e-06, 7.18809042155e-06, 5.6084568314e-06, 7.50883464207e-06, 5.69742542211e-06, 5.51133371118e-06, 6.88314139552e-06, 6.02218005952e-06, 8.22844049253e-06, 7.67205074226e-06, 8.30151111586e-06, 8.1040088844e-06, 4.93515608468e-06, 5.11379539603e-06, 5.8964942582e-06, 4.72568581245e-06, 7.79081346991e-06, 5.27043721377e-06, 7.32969783712e-06, 5.0610924518e-06, 2.93713833344e-06, 7.14669204172e-06, 6.12561461821e-06, 7.40339737604e-06, 5.63520461583e-06, 8.66786831466e-06, 6.66397318128e-06, 4.78112906421e-06, 7.28688155505e-06, 6.94476921126e-06, 6.16612351223e-06, 7.73319516156e-06, 5.98419319431e-06, 8.46430793899e-06, 6.20486662228e-06, 4.49320305052e-06, 3.24094730786e-06, 2.87149941869e-06, 5.52830533707e-06, 4.56582165498e-06, 3.76023444915e-06, 5.19845934832e-06, 3.55825773113e-06, 3.59606065103e-06, 3.53525774699e-06, 4.08234791394e-06, 2.16590660784e-06, 3.59560999641e-06, 6.72578880767e-06],
Update feature JSONs
6 years ago
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Extract features
6 years ago
"SC": [1326.10327148, 1738.00622559, 1529.43188477, 1590.40209961, 1986.91223145, 1622.62402344, 1629.80847168, 1428.87341309, 1589.79858398, 1656.50183105, 1815.54101562, 2016.85314941, 2048.56298828, 1779.99475098, 1920.03112793, 1751.80395508, 1862.21948242, 2123.48095703, 1920.58154297, 1709.20019531, 1634.36291504, 1722.30871582, 1651.48937988, 1997.11437988, 1934.26000977, 1838.21826172, 1709.9543457, 1544.91345215, 1742.90600586, 1698.97424316, 1907.39086914, 1798.44152832, 1731.15881348, 1585.65124512, 1758.55236816, 1597.92919922, 1876.703125, 1946.21630859, 1679.17907715, 1852.63806152, 1802.75354004, 1725.20532227, 1453.77966309, 1694.86962891, 1907.96008301, 1733.76306152, 1519.50109863, 1672.27978516, 1653.66442871, 1574.77575684, 1889.86608887, 1851.6796875, 1703.82580566, 1511.58996582, 1645.65759277, 1551.01000977, 1600.73364258, 1989.38989258, 1757.54260254, 1667.68078613, 1574.07800293, 1800.99072266, 1747.06518555, 1910.69946289, 2020.11364746, 2130.55786133, 2108.91943359, 1592.75939941, 1691.44165039, 1717.81726074, 1765.953125, 1721.16870117, 1512.44506836, 1502.79382324, 1631.83898926, 1461.88452148, 2543.85888672, 1733.26171875, 1507.41931152, 1978.21716309, 1612.11743164, 1474.65356445, 1631.86315918, 1834.00830078, 1600.74572754, 1479.28552246, 1507.97583008, 1779.75378418, 1392.80737305, 1498.9083252, 1798.23278809, 1540.07836914, 1607.18884277, 1438.47802734, 1689.73010254, 1245.02062988, 1477.08728027, 1763.69628906, 1806.52026367, 1613.02246094, 1453.42407227, 1459.9519043, 1705.4276123, 1886.19396973, 1620.52636719, 1489.53137207, 1996.10461426, 1394.86950684, 1428.50476074, 1658.39892578, 1910.77807617, 1455.23681641, 1589.8704834, 1557.63635254, 1481.7199707, 1313.22814941, 1496.64160156, 1720.27307129, 1540.0567627, 1688.74450684, 1446.82177734, 1515.34448242, 1446.17541504, 1655.87487793, 1595.0501709, 1379.88513184, 1460.19433594, 1490.08959961, 1284.01159668, 1976.1484375, 1793.9309082, 1566.72216797, 1734.57800293, 1618.35241699, 1550.07897949, 1422.06774902, 1704.03515625, 1761.59729004, 1503.52905273, 1577.28686523, 1729.52966309, 1413.16210938, 1479.23352051, 1921.11083984, 1808.79150391, 1834.57958984, 1492.02514648, 1531.45117188, 1386.51147461, 1640.53723145, 1735.14331055, 1742.98486328, 1497.74755859, 1406.68579102, 1502.10961914, 1550.40112305, 1776.22875977, 1618.90075684, 1464.38635254, 1669.6237793, 1480.62768555, 1263.94384766, 1448.1965332, 1634.42504883, 1362.89990234, 1695.51550293, 1648.54833984, 1686.7364502, 1381.38574219, 1625.71228027, 1996.42529297, 1715.43835449, 1649.95471191, 1419.72668457, 1329.39465332, 1329.64404297, 1680.92028809, 1691.18383789, 1523.08789062, 1443.62463379, 1626.76989746, 1333.49731445, 1875.80773926, 1750.86279297, 1597.765625, 1965.29406738, 1563.64489746, 1532.95239258, 1447.12548828, 1767.24072266, 1690.54504395, 1438.79907227, 1534.96777344, 1696.04089355, 1360.1348877, 1531.74633789, 1882.43859863, 1751.7722168, 1559.40039062, 1534.54040527, 1707.22973633, 1701.1661377, 1762.98571777, 1860.40075684, 1729.07189941, 1701.57434082, 1589.85876465, 1690.71459961, 1707.18640137, 1777.53771973, 2281.76879883, 2464.40161133, 1742.17199707, 1609.3137207],
Update feature JSONs
6 years ago
"SComp": [100, 100, 100, 99, 100, 100, 100, 100, 93, 100, 100, 100, 100, 100, 100, 95, 79, 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, 84, 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, 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],
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"SEFlat": [1.29513883591, 1.34224140644, 1.30732476711, 1.34943449497, 1.28233575821, 1.33601343632, 1.37398934364, 1.30491709709, 1.34569847584, 1.31617426872, 1.29442250729, 1.3266146183, 1.27244961262, 1.32061457634, 1.34748613834, 1.35742604733, 1.36151468754, 1.31642377377, 1.34408402443, 1.37600326538, 1.29883682728, 1.34460520744, 1.3110960722, 1.33579695225, 1.32039785385, 1.32064974308, 1.32252979279, 1.29270112514, 1.3395614624, 1.31968736649, 1.2843016386, 1.33935153484, 1.34111773968, 1.32412612438, 1.33975195885, 1.29942703247, 1.33138668537, 1.29728651047, 1.35930335522, 1.35634660721, 1.35326600075, 1.35366380215, 1.32752645016, 1.33477580547, 1.35057961941, 1.35626494884, 1.3453707695, 1.3609880209, 1.36824119091, 1.3406277895, 1.33154690266, 1.36659455299, 1.34336698055, 1.34403264523, 1.3404020071, 1.30131530762, 1.32553744316, 1.30755460262, 1.35669839382, 1.34105420113, 1.28616249561, 1.33815097809, 1.35662734509, 1.32229185104, 1.32616221905, 1.32175779343, 1.35387146473, 1.28090655804, 1.34848177433, 1.37515044212, 1.27289748192, 1.35664749146, 1.35770010948, 1.32926809788, 1.36613178253, 1.29329741001, 1.33543360233, 1.31613337994, 1.32753479481, 1.35332655907, 1.29150736332, 1.34481191635, 1.33728659153, 1.25348627567, 1.28399729729, 1.31324732304, 1.32834768295, 1.31940984726, 1.30959331989, 1.33575737476, 1.26548969746, 1.37330031395, 1.33502018452, 1.32718336582, 1.36606347561, 1.29205834866, 1.28872764111, 1.35297811031, 1.35460829735, 1.36612021923, 1.32996666431, 1.3574205637, 1.3376057148, 1.26640963554, 1.35344290733, 1.3528393507, 1.34308695793, 1.28754103184, 1.31683087349, 1.33847594261, 1.25613355637, 1.29368948936, 1.32523870468, 1.30669367313, 1.32917690277, 1.29004085064, 1.31604754925, 1.26583528519, 1.27818536758, 1.33072531223, 1.36386656761, 1.38191580772, 1.36628162861, 1.27744865417, 1.35693156719, 1.30617654324, 1.33162403107, 1.3317848444, 1.30574417114, 1.34783780575, 1.27722775936, 1.35446119308, 1.36553645134, 1.28933084011, 1.35091292858, 1.30089783669, 1.29564285278, 1.2768497467, 1.29525208473, 1.32619404793, 1.28491449356, 1.3121765852, 1.31879353523, 1.26473736763, 1.32600390911, 1.27263331413, 1.37096142769, 1.36837553978, 1.29260838032, 1.35971772671, 1.27863311768, 1.35036110878, 1.34733879566, 1.33059883118, 1.36623072624, 1.31447923183, 1.27390313148, 1.33279514313, 1.34944832325, 1.33842873573, 1.30044102669, 1.28443455696, 1.34820842743, 1.27826464176, 1.30175220966, 1.33862257004, 1.28622949123, 1.33125376701, 1.31066691875, 1.32650911808, 1.3382525444, 1.28272211552, 1.34949111938, 1.31375944614, 1.35037112236, 1.32298278809, 1.27461540699, 1.35749197006, 1.3344540596, 1.33258414268, 1.3664535284, 1.29716610909, 1.35143399239, 1.27503991127, 1.35335159302, 1.35784316063, 1.29305422306, 1.34589791298, 1.2985445261, 1.32496881485, 1.27237975597, 1.31585776806, 1.3377276659, 1.28928625584, 1.33543944359, 1.31997454166, 1.26574337482, 1.35717558861, 1.26849782467, 1.31679868698, 1.34523177147, 1.36652934551, 1.37291765213, 1.29459321499, 1.31958401203, 1.36130917072, 1.3507796526, 1.33299827576, 1.35573863983, 1.37269639969, 1.34297883511, 1.33665192127, 1.34601938725, 1.29280209541],
Extract features
6 years ago
"SF": [173.497558594, 115.137306213, 125.867263794, 95.776802063, 128.794250488, 113.953598022, 91.7176361084, 117.78263092, 102.29296875, 91.3922805786, 118.535720825, 107.211105347, 113.109130859, 122.471176147, 113.190101624, 94.9250030518, 97.450553894, 125.790924072, 113.763153076, 127.087585449, 146.84765625, 107.010292053, 124.214302063, 127.006500244, 134.703781128, 145.554229736, 93.2342147827, 139.436477661, 119.915527344, 88.0960693359, 124.167274475, 114.716018677, 91.7558059692, 108.077102661, 87.8544006348, 104.55997467, 102.044692993, 144.966201782, 133.377441406, 106.984832764, 137.204742432, 128.503326416, 128.698776245, 98.6102523804, 114.756790161, 116.650917053, 96.3247909546, 126.604850769, 98.3329238892, 124.158203125, 136.807388306, 131.186355591, 124.840171814, 97.1705093384, 130.153701782, 87.8098678589, 87.7034759521, 120.936012268, 117.651611328, 80.8943481445, 111.996406555, 108.204101562, 100.270866394, 120.570030212, 102.204582214, 117.180648804, 127.692695618, 154.98008728, 118.077529907, 101.388778687, 177.476516724, 152.653060913, 119.560340881, 125.193817139, 135.723983765, 111.460929871, 118.545379639, 148.224090576, 154.204101562, 112.292556763, 142.979904175, 108.602294922, 122.026618958, 103.694869995, 127.143577576, 125.843551636, 109.660682678, 88.5715713501, 95.59375, 90.2850646973, 160.345367432, 132.124160767, 109.520317078, 136.700332642, 112.020324707, 108.375709534, 91.1021728516, 135.779037476, 127.155540466, 114.434608459, 118.330368042, 111.967391968, 102.650726318, 121.582839966, 134.661895752, 123.764274597, 111.426383972, 125.353378296, 115.904586792, 94.6680908203, 121.474861145, 109.225730896, 94.3999328613, 116.312255859, 115.70489502, 101.63407135, 104.684303284, 100.56086731, 106.26322937, 96.3596496582, 138.523925781, 119.400886536, 84.4918365479, 162.080123901, 134.972290039, 106.552719116, 139.065734863, 96.9554138184, 120.552780151, 129.406311035, 156.37840271, 154.077560425, 118.017723083, 130.727554321, 111.317100525, 134.587493896, 110.301635742, 100.220657349, 131.305160522, 112.410415649, 120.055915833, 83.4386367798, 104.509368896, 139.954498291, 123.247421265, 107.326286316, 123.970954895, 129.333404541, 120.960517883, 95.2371749878, 153.837509155, 133.619979858, 111.857955933, 137.947998047, 134.673843384, 114.674705505, 124.35974884, 124.193527222, 124.463142395, 122.925453186, 128.099151611, 89.3431396484, 100.087661743, 158.743331909, 140.725662231, 110.513671875, 120.418052673, 93.4106445312, 101.742965698, 100.543869019, 104.235671997, 101.56048584, 101.158935547, 150.840713501, 111.211875916, 78.5069503784, 140.066650391, 126.467590332, 134.388275146, 125.914619446, 118.75151825, 115.578994751, 113.134178162, 154.735321045, 146.619918823, 110.447349548, 131.016983032, 117.548835754, 121.040603638, 97.3350524902, 125.396369934, 123.491363525, 108.776611328, 125.46320343, 105.616065979, 117.47000885, 122.610374451, 119.533546448, 140.609085083, 147.087646484, 92.9638366699, 84.8497390747, 72.7383728027, 150.369857788, 151.390792847, 111.530281067, 108.326385498, 100.163383484, 91.5544204712, 86.0954208374, 94.2394485474, 113.175422668, 107.203598022, 119.162521362],
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
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Update feature JSONs
6 years ago
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Extract features
6 years ago
}