filename
string | length
int64 | chroma_stft_mean
float64 | chroma_stft_var
float64 | rms_mean
float64 | rms_var
float64 | spectral_centroid_mean
float64 | spectral_centroid_var
float64 | spectral_bandwidth_mean
float64 | spectral_bandwidth_var
float64 | rolloff_mean
float64 | rolloff_var
float64 | zero_crossing_rate_mean
float64 | zero_crossing_rate_var
float64 | harmony_mean
float64 | harmony_var
float64 | perceptr_mean
float64 | perceptr_var
float64 | tempo
float64 | mfcc1_mean
float64 | mfcc1_var
float64 | mfcc2_mean
float64 | mfcc2_var
float64 | mfcc3_mean
float64 | mfcc3_var
float64 | mfcc4_mean
float64 | mfcc4_var
float64 | mfcc5_mean
float64 | mfcc5_var
float64 | mfcc6_mean
float64 | mfcc6_var
float64 | mfcc7_mean
float64 | mfcc7_var
float64 | mfcc8_mean
float64 | mfcc8_var
float64 | mfcc9_mean
float64 | mfcc9_var
float64 | mfcc10_mean
float64 | mfcc10_var
float64 | mfcc11_mean
float64 | mfcc11_var
float64 | mfcc12_mean
float64 | mfcc12_var
float64 | mfcc13_mean
float64 | mfcc13_var
float64 | mfcc14_mean
float64 | mfcc14_var
float64 | mfcc15_mean
float64 | mfcc15_var
float64 | mfcc16_mean
float64 | mfcc16_var
float64 | mfcc17_mean
float64 | mfcc17_var
float64 | mfcc18_mean
float64 | mfcc18_var
float64 | mfcc19_mean
float64 | mfcc19_var
float64 | mfcc20_mean
float64 | mfcc20_var
float64 | label
string | WavPath
string | audio
audio |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
blues.00000.wav
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| 46.936035
|
blues
|
Data/genres_original/blues/blues.00000.wav
| |
blues.00001.wav
| 661,794
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| 2.90732
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| 23.370686
| 142.555954
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| 5.376327
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| -2.23176
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| 4.22014
| 73.152534
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| 60.314529
| 0.295073
| 48.120598
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| 45.786282
|
blues
|
Data/genres_original/blues/blues.00001.wav
| |
blues.00002.wav
| 661,794
| 0.363637
| 0.085275
| 0.17557
| 0.002746
| 1,552.811865
| 156,467.643368
| 1,747.702312
| 76,254.192257
| 3,042.260232
| 784,034.460704
| 0.076291
| 0.001007
| 0.000002
| 0.016342
| -0.000019
| 0.007458
| 161.499023
| -90.722595
| 3,319.044922
| 140.446304
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| -29.093889
| 411.781219
| 31.684334
| 144.090317
| -13.984504
| 155.493759
| 25.764742
| 74.548401
| -13.664875
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| 11.639934
| 106.574875
| -11.783643
| 65.447945
| 9.71876
| 67.908859
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| 5.791199
| 64.480209
| -8.907628
| 60.385151
| -1.077
| 57.711136
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| 36.580986
| 2.45169
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| -7.729093
| 47.639427
| -1.816407
| 52.382141
| -3.43972
| 46.63966
| -2.231258
| 30.573025
|
blues
|
Data/genres_original/blues/blues.00002.wav
| |
blues.00003.wav
| 661,794
| 0.404785
| 0.093999
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| 0.006346
| 1,070.106615
| 184,355.942417
| 1,596.412872
| 166,441.494769
| 2,184.745799
| 1,493,194.360296
| 0.033309
| 0.000423
| 0
| 0.019054
| -0.000014
| 0.002712
| 63.024009
| -199.544205
| 5,507.51709
| 150.090897
| 456.505402
| 5.662678
| 257.161163
| 26.859079
| 158.267303
| 1.771399
| 268.034393
| 14.234031
| 126.794128
| -4.832006
| 155.912079
| 9.286494
| 81.273743
| -0.759186
| 92.11409
| 8.137607
| 71.314079
| -3.200653
| 110.236687
| 6.079319
| 48.251999
| -2.480174
| 56.7994
| -1.079305
| 62.289902
| -2.870789
| 51.651592
| 0.780874
| 44.427753
| -3.319597
| 50.206673
| 0.636965
| 37.31913
| -0.619121
| 37.259739
| -3.407448
| 31.949339
|
blues
|
Data/genres_original/blues/blues.00003.wav
| |
blues.00004.wav
| 661,794
| 0.308526
| 0.087841
| 0.091529
| 0.002303
| 1,835.004266
| 343,399.939274
| 1,748.172116
| 88,445.209036
| 3,579.757627
| 1,572,977.831881
| 0.101461
| 0.001954
| -0.000018
| 0.004814
| -0.00001
| 0.003094
| 135.999178
| -160.337708
| 5,195.291992
| 126.219635
| 853.784729
| -35.587811
| 333.792938
| 22.148071
| 193.4561
| -32.4786
| 336.276825
| 10.852294
| 134.831573
| -23.352329
| 93.257095
| 0.498434
| 124.672127
| -11.793437
| 130.073349
| 1.207256
| 99.675575
| -13.088418
| 80.254066
| -2.813867
| 86.430626
| -6.933385
| 89.555443
| -7.552725
| 70.943336
| -9.164666
| 75.793404
| -4.520576
| 86.099236
| -5.454034
| 75.269707
| -0.916874
| 53.613918
| -4.404827
| 62.910812
| -11.703234
| 55.19516
|
blues
|
Data/genres_original/blues/blues.00004.wav
| |
blues.00005.wav
| 661,794
| 0.302456
| 0.087532
| 0.103494
| 0.003981
| 1,831.99394
| 1,030,482.36964
| 1,729.653287
| 201,910.508633
| 3,481.517592
| 3,274,439.958152
| 0.094042
| 0.006233
| 0
| 0.008083
| -0.000027
| 0.003242
| 69.837416
| -177.774246
| 7,307.416992
| 118.205482
| 3,195.212891
| -17.56588
| 654.37384
| 30.762398
| 485.74646
| -21.747841
| 433.410004
| 11.920995
| 266.391541
| -20.730995
| 169.74173
| 3.186578
| 133.736847
| -8.586039
| 172.229385
| -0.932851
| 100.126068
| -11.772434
| 76.546547
| -2.405833
| 78.707817
| -9.343665
| 80.290092
| -9.93621
| 47.552052
| -3.903995
| 60.071102
| -5.576589
| 72.549225
| -1.838263
| 68.702026
| -2.7838
| 42.447453
| -3.047909
| 39.808784
| -8.109991
| 46.311005
|
blues
|
Data/genres_original/blues/blues.00005.wav
| |
blues.00006.wav
| 661,794
| 0.291328
| 0.093981
| 0.141874
| 0.008803
| 1,459.366472
| 437,859.398051
| 1,389.009131
| 185,023.239545
| 2,795.610963
| 1,621,442.025243
| 0.073052
| 0.001909
| -0.00001
| 0.016923
| -0.000022
| 0.005954
| 71.777344
| -190.052368
| 9,656.535156
| 130.289078
| 1,932.795776
| -36.369534
| 1,307.488159
| 33.029034
| 480.352051
| 11.108783
| 1,083.64856
| -0.605583
| 280.778137
| -20.871855
| 152.263046
| 0.273025
| 102.915939
| -6.486139
| 130.945236
| -5.516767
| 153.450653
| -7.839752
| 87.440842
| -3.128592
| 64.225655
| -6.596197
| 79.125977
| -9.950378
| 63.190266
| -6.535177
| 86.379135
| -10.068051
| 83.248245
| -10.913176
| 56.902153
| -6.971336
| 38.2318
| -3.436505
| 48.235741
| -6.483466
| 70.170364
|
blues
|
Data/genres_original/blues/blues.00006.wav
| |
blues.00007.wav
| 661,794
| 0.307955
| 0.092903
| 0.131822
| 0.005531
| 1,451.667066
| 449,568.162454
| 1,577.270941
| 168,211.938804
| 2,954.83676
| 1,629,129.971672
| 0.061442
| 0.001849
| 0.000019
| 0.013223
| -0.000048
| 0.004839
| 92.285156
| -179.347137
| 6,573.921875
| 136.469009
| 1,479.24939
| -26.673138
| 591.631958
| 39.984241
| 352.546448
| 5.304417
| 650.231628
| 10.928612
| 136.304153
| -20.564827
| 163.771805
| 8.511157
| 151.294983
| -11.357249
| 171.943161
| -3.468346
| 178.185074
| -8.419937
| 147.507843
| -6.949716
| 83.718307
| -3.53914
| 93.321404
| -8.041617
| 57.490086
| -8.960675
| 82.216911
| -8.426083
| 70.438438
| -10.568935
| 52.090893
| -10.784515
| 60.46133
| -4.690678
| 65.547516
| -8.630722
| 56.401436
|
blues
|
Data/genres_original/blues/blues.00007.wav
| |
blues.00008.wav
| 661,794
| 0.408879
| 0.086512
| 0.142416
| 0.001507
| 1,719.368948
| 163,282.845439
| 2,031.740381
| 105,542.718193
| 3,782.316288
| 1,262,916.988721
| 0.064025
| 0.000731
| 0.000002
| 0.012702
| -0.00002
| 0.003465
| 83.354335
| -121.363945
| 2,622.194824
| 122.506668
| 414.50589
| -14.738196
| 341.217133
| 46.131065
| 193.621277
| -8.181879
| 177.164032
| 20.182962
| 107.01757
| -19.173378
| 57.66452
| 23.039139
| 77.069283
| -11.838223
| 42.60453
| 21.159998
| 58.667664
| -6.718366
| 48.945511
| 6.992541
| 56.430885
| -12.730596
| 61.984581
| 5.061324
| 50.532127
| -5.183215
| 32.967133
| -1.452559
| 50.563751
| -7.041824
| 28.894934
| 2.695248
| 36.889568
| 3.412305
| 33.698597
| -2.715692
| 36.41843
|
blues
|
Data/genres_original/blues/blues.00008.wav
| |
blues.00009.wav
| 661,794
| 0.27395
| 0.092316
| 0.081314
| 0.004347
| 1,817.150863
| 298,236.141222
| 1,973.773306
| 114,070.112591
| 3,943.490565
| 1,367,638.234526
| 0.079175
| 0.001378
| -0.000002
| 0.007221
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| 0.001677
| 80.749512
| -213.23999
| 6,133.72168
| 115.165604
| 798.278748
| -11.693431
| 668.96167
| 39.014271
| 350.708374
| -20.341278
| 531.975525
| 13.077605
| 278.818146
| -9.173518
| 126.726143
| 9.011447
| 68.012169
| -14.100634
| 110.07489
| 4.265942
| 92.645416
| -6.046168
| 84.933777
| 3.782207
| 104.449654
| 0.221799
| 76.33886
| -5.109399
| 85.390259
| -0.41023
| 103.988426
| -1.17992
| 59.314602
| -1.916804
| 58.418438
| -2.292661
| 83.205231
| 2.881967
| 77.082222
| -4.235203
| 91.468811
|
blues
|
Data/genres_original/blues/blues.00009.wav
| |
blues.00010.wav
| 661,794
| 0.303993
| 0.094703
| 0.142865
| 0.0092
| 1,409.955256
| 205,666.838695
| 1,512.310265
| 145,008.805097
| 2,765.900805
| 1,427,843.941945
| 0.062959
| 0.000442
| -0.000111
| 0.021768
| 0.000087
| 0.003975
| 161.499023
| -173.792496
| 8,144.119141
| 137.186707
| 1,083.690308
| -23.724049
| 1,028.671143
| 26.978432
| 495.548248
| -16.657696
| 289.82663
| 4.180882
| 160.658737
| -12.55993
| 150.327255
| 5.832184
| 82.517265
| -2.874319
| 108.608284
| -1.197419
| 65.782204
| -1.954835
| 55.650692
| 1.801501
| 57.919136
| -2.989648
| 93.913841
| -1.866657
| 40.121719
| -0.792743
| 49.723789
| -3.015967
| 63.069183
| -0.440054
| 57.073315
| -1.994552
| 55.658474
| -0.74847
| 47.180492
| -4.991313
| 46.590565
|
blues
|
Data/genres_original/blues/blues.00010.wav
| |
blues.00011.wav
| 661,794
| 0.367152
| 0.102329
| 0.065741
| 0.0025
| 1,352.659665
| 512,135.089856
| 1,756.779795
| 220,626.791978
| 2,880.777863
| 2,933,408.182274
| 0.043931
| 0.001896
| 0.000009
| 0.005012
| -0.000014
| 0.000634
| 161.499023
| -287.923737
| 5,931.473145
| 124.018753
| 996.150146
| 5.469892
| 302.208862
| 33.65741
| 344.620148
| 1.095497
| 441.349731
| 14.705335
| 235.382278
| -4.877008
| 149.724228
| 8.670525
| 189.385269
| 0.785405
| 148.72995
| 6.579527
| 114.262566
| -4.874974
| 93.779701
| -3.178224
| 84.176178
| -5.536158
| 65.996017
| -6.784436
| 60.725395
| -2.648156
| 55.425777
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| 54.576809
| -3.386818
| 39.840645
| -1.852647
| 46.749706
| 1.839963
| 37.066483
| -4.890803
| 28.149181
|
blues
|
Data/genres_original/blues/blues.00011.wav
| |
blues.00012.wav
| 661,794
| 0.269391
| 0.093902
| 0.119046
| 0.004053
| 1,360.641197
| 257,065.39001
| 1,567.565225
| 45,236.511364
| 2,738.638738
| 952,898.867358
| 0.069095
| 0.002381
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| 0.01253
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| 0.002633
| 184.570313
| -207.223312
| 4,575.482422
| 132.830551
| 666.289856
| -15.428843
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| 60.970924
| 331.480316
| 0.729872
| 313.283569
| 12.437647
| 101.282539
| 1.1828
| 108.577881
| -1.546623
| 111.480522
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| 96.592644
| 8.352729
| 95.061798
| -2.458162
| 139.636505
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| 92.782593
| 0.385961
| 86.474754
| 2.599546
| 53.721359
| -5.179266
| 45.844818
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| 63.717426
| -2.855028
| 68.794762
| -1.427162
| 112.219086
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|
blues
|
Data/genres_original/blues/blues.00012.wav
| |
blues.00013.wav
| 661,794
| 0.264713
| 0.091176
| 0.11317
| 0.004189
| 1,324.293218
| 171,474.99312
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| 78,278.566758
| 2,710.2692
| 1,074,400.279094
| 0.051402
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| 107.666016
| -209.826157
| 1,969.792114
| 124.463219
| 541.641602
| 10.342454
| 662.967407
| 47.010906
| 148.64798
| 6.508125
| 102.07473
| 15.410518
| 146.403427
| -2.005107
| 69.793518
| 6.706564
| 76.449623
| -21.557632
| 96.33168
| 10.718407
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| -2.199805
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| -3.034865
| 52.441475
| 8.644537
| 71.740494
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| -1.704516
| 104.26873
| -1.768189
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| 113.924156
|
blues
|
Data/genres_original/blues/blues.00013.wav
| |
blues.00014.wav
| 661,794
| 0.329036
| 0.108111
| 0.067055
| 0.002717
| 1,171.848227
| 147,278.545893
| 1,705.519299
| 96,584.443367
| 2,344.246382
| 877,596.556197
| 0.045037
| 0.00156
| -0.000119
| 0.004717
| -0.000197
| 0.0012
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| -305.654724
| 8,194.195313
| 113.086342
| 683.216064
| 12.114428
| 1,462.424438
| 45.033703
| 224.945724
| 17.762825
| 250.133987
| 14.573329
| 154.894775
| 4.15943
| 157.223679
| 0.213545
| 167.248093
| -7.026995
| 97.647896
| 13.641992
| 76.816795
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blues
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Data/genres_original/blues/blues.00014.wav
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blues.00015.wav
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blues
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Data/genres_original/blues/blues.00015.wav
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blues.00016.wav
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blues
|
Data/genres_original/blues/blues.00016.wav
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blues.00017.wav
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blues
|
Data/genres_original/blues/blues.00017.wav
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blues.00018.wav
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blues
|
Data/genres_original/blues/blues.00018.wav
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blues.00019.wav
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blues
|
Data/genres_original/blues/blues.00019.wav
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blues.00020.wav
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blues
|
Data/genres_original/blues/blues.00020.wav
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blues.00021.wav
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blues
|
Data/genres_original/blues/blues.00021.wav
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blues.00022.wav
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blues
|
Data/genres_original/blues/blues.00022.wav
| |
blues.00023.wav
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blues
|
Data/genres_original/blues/blues.00023.wav
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blues.00024.wav
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blues
|
Data/genres_original/blues/blues.00024.wav
| |
blues.00025.wav
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blues
|
Data/genres_original/blues/blues.00025.wav
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blues.00026.wav
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blues
|
Data/genres_original/blues/blues.00026.wav
| |
blues.00027.wav
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blues
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Data/genres_original/blues/blues.00027.wav
| |
blues.00028.wav
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blues
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Data/genres_original/blues/blues.00028.wav
| |
blues.00029.wav
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blues
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Data/genres_original/blues/blues.00029.wav
| |
blues.00030.wav
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blues
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Data/genres_original/blues/blues.00030.wav
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blues.00031.wav
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blues
|
Data/genres_original/blues/blues.00031.wav
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blues.00032.wav
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blues
|
Data/genres_original/blues/blues.00032.wav
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blues.00033.wav
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blues
|
Data/genres_original/blues/blues.00033.wav
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blues.00034.wav
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blues
|
Data/genres_original/blues/blues.00034.wav
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blues.00035.wav
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blues
|
Data/genres_original/blues/blues.00035.wav
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blues.00036.wav
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blues
|
Data/genres_original/blues/blues.00036.wav
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blues.00037.wav
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blues
|
Data/genres_original/blues/blues.00037.wav
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blues.00038.wav
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blues
|
Data/genres_original/blues/blues.00038.wav
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blues.00039.wav
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blues
|
Data/genres_original/blues/blues.00039.wav
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blues.00040.wav
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blues
|
Data/genres_original/blues/blues.00040.wav
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blues.00041.wav
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blues
|
Data/genres_original/blues/blues.00041.wav
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blues.00042.wav
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blues
|
Data/genres_original/blues/blues.00042.wav
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blues.00043.wav
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blues
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Data/genres_original/blues/blues.00043.wav
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blues.00044.wav
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blues
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Data/genres_original/blues/blues.00044.wav
| |
blues.00045.wav
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blues
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Data/genres_original/blues/blues.00045.wav
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blues.00046.wav
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Data/genres_original/blues/blues.00046.wav
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Data/genres_original/blues/blues.00047.wav
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Data/genres_original/blues/blues.00048.wav
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Data/genres_original/blues/blues.00049.wav
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Data/genres_original/blues/blues.00050.wav
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Data/genres_original/blues/blues.00051.wav
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Data/genres_original/blues/blues.00052.wav
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Data/genres_original/blues/blues.00053.wav
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Data/genres_original/blues/blues.00054.wav
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blues
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Data/genres_original/blues/blues.00055.wav
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blues.00056.wav
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blues
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Data/genres_original/blues/blues.00056.wav
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blues.00057.wav
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blues
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Data/genres_original/blues/blues.00057.wav
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blues.00058.wav
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blues
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Data/genres_original/blues/blues.00058.wav
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blues.00059.wav
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blues
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Data/genres_original/blues/blues.00059.wav
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blues.00060.wav
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blues
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Data/genres_original/blues/blues.00060.wav
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blues.00061.wav
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Data/genres_original/blues/blues.00061.wav
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blues.00062.wav
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blues
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Data/genres_original/blues/blues.00062.wav
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blues.00063.wav
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blues
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Data/genres_original/blues/blues.00063.wav
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blues
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Data/genres_original/blues/blues.00064.wav
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blues.00065.wav
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blues
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Data/genres_original/blues/blues.00065.wav
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blues
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Data/genres_original/blues/blues.00066.wav
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blues.00067.wav
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blues
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Data/genres_original/blues/blues.00067.wav
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blues.00068.wav
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blues
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Data/genres_original/blues/blues.00068.wav
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blues.00069.wav
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blues
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Data/genres_original/blues/blues.00069.wav
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blues.00070.wav
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blues
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Data/genres_original/blues/blues.00070.wav
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blues.00071.wav
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blues
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Data/genres_original/blues/blues.00071.wav
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blues.00072.wav
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blues
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Data/genres_original/blues/blues.00072.wav
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blues.00073.wav
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blues
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Data/genres_original/blues/blues.00073.wav
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blues.00074.wav
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blues
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Data/genres_original/blues/blues.00074.wav
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blues.00075.wav
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blues
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Data/genres_original/blues/blues.00075.wav
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blues.00076.wav
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blues
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Data/genres_original/blues/blues.00076.wav
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blues.00077.wav
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blues
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Data/genres_original/blues/blues.00077.wav
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blues.00078.wav
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blues
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Data/genres_original/blues/blues.00078.wav
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blues.00079.wav
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Data/genres_original/blues/blues.00079.wav
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Data/genres_original/blues/blues.00080.wav
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Data/genres_original/blues/blues.00081.wav
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Data/genres_original/blues/blues.00082.wav
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Data/genres_original/blues/blues.00083.wav
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Data/genres_original/blues/blues.00085.wav
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Data/genres_original/blues/blues.00086.wav
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Data/genres_original/blues/blues.00087.wav
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Data/genres_original/blues/blues.00089.wav
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blues
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Data/genres_original/blues/blues.00090.wav
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blues
|
Data/genres_original/blues/blues.00095.wav
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blues.00096.wav
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blues
|
Data/genres_original/blues/blues.00096.wav
| |
blues.00097.wav
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blues
|
Data/genres_original/blues/blues.00097.wav
| |
blues.00098.wav
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blues
|
Data/genres_original/blues/blues.00098.wav
|
End of preview. Expand
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This dataset only contains test data, which is integrated into UltraEval-Audio(https://github.com/OpenBMB/UltraEval-Audio) framework.
python audio_evals/main.py --dataset GTZAN --model gpt4o_audio
🚀超凡体验，尽在UltraEval-Audio🚀
UltraEval-Audio——全球首个同时支持语音理解和语音生成评估的开源框架，专为语音大模型评估打造，集合了34项权威Benchmark，覆盖语音、声音、医疗及音乐四大领域，支持十种语言，涵盖十二类任务。选择UltraEval-Audio，您将体验到前所未有的便捷与高效：
- 一键式基准管理 📥：告别繁琐的手动下载与数据处理，UltraEval-Audio为您自动化完成这一切，轻松获取所需基准测试数据。
- 内置评估利器 ⚙️：无需再四处搜寻评估工具，UltraEval-Audio内置八种常用的评估方法（如WER、WER-ZH、BLEU、G-Eval），无论是基于规则还是模型驱动，都能满足您的需求。
- 功能强大，灵活易用 🛠️：支持预览测试、随机样本、错误重试、断点重跑等功能，确保评估过程灵活可控，提升效率与准确性。
- 无缝集成自定义数据集 💼：不仅支持公开benchmark，还提供强大的自定义数据集功能，让您在各种工程场景下也能迅速应用。
- 轻松对接现有系统 🔗：具备优秀的扩展性和标准化设计，即使您已拥有一套完善的评估体系，UltraEval-Audio也能无缝对接，简化项目管理流程，输出结果统一规范。
UltraEval-Audio: 🎙️ Open-Source Speech Model Evaluation Framework, Empowering Your AI Voice Research!
One-Stop Evaluation, Time-Saving and Effortless! 🚀
UltraEval-Audio integrates 30+ benchmarks, covering speech, sound, medicine, music four major domains, supporting 10 languages, and encompassing 12 types of tasks, helping you easily master speech evaluation!
No Tedious Operations, Ready to Use Out of the Box! 🎁
- Automatic Download and Management of Benchmarks, Say Goodbye to Manual Download and Processing! 📥
- Built-in 8 Common Evaluation Methods, Including wer, wer-zh, G-Eval, Meeting Your Diverse Evaluation Needs! 🛠️
Flexible Expansion, Seamless Integration! 🔗
- Quick Integration of Internal Datasets, Custom Dataset Functionality, Making Your Evaluation More Targeted! 📊
- Easy Access to Existing Evaluation Systems, Excellent Scalability and Standardization, Allowing UltraEval-Audio to Easily Integrate into Your Evaluation Ecosystem! 🧩
Experience Now: https://github.com/OpenBMB/UltraEval-Audio 🌐
UltraEval-Audio: 🎙️ Your Best Partner in AI Voice Research, Accelerating Your Breakthroughs in Speech Technology! 🚀
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