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audio
audio
label
class label
duration
float32
0kick
1.904036
4808
1.091338
4808
0.821746
4808
1.915646
4808
1.637007
4808
1.625397
4808
1.915646
4808
1.776327
4808
1.822766
4808
1.811157
4808
1.869206
4808
1.509297
4808
1.520907
4808
1.822766
4808
1.869206
4808
1.854558
4808
1.683447
4808
1.335147
4808
1.590567
4808
1.845986
4808
1.799546
4808
0.754649
4808
1.886916
4808
1.904036
4808
1.845986
5perc
1.068118
1snare
0.088798
1snare
0.10449
1snare
0.1161
7cymbal
0.19737
7cymbal
0.453583
7cymbal
0.05551
6fx
0.628685
6fx
0.15093
6fx
0.472426
0kick
0.468934
2hihat
0.278639
2hihat
0.2322
4808
0.692313
4808
1.044898
4808
1.381587
4808
1.741497
4808
1.973696
4808
1.822766
4808
0.801088
4808
0.952018
4808
1.474467
4808
1.648617
4808
1.555737
4808
0.603719
4808
1.718277
4808
1.787936
4808
1.439637
4808
1.126168
4808
1.683447
4808
1.439637
4808
1.776327
4808
0.963628
4808
1.846145
4808
1.230658
4808
1.393197
4808
1.811157
4808
1.904036
0kick
0.348299
0kick
0.684989
0kick
0.975238
0kick
0.754649
0kick
0.24381
0kick
0.325079
0kick
0.429569
0kick
0.325079
0kick
0.255419
0kick
1.219048
0kick
1.056508
0kick
0.417959
0kick
0.684989
0kick
0.882358
0kick
0.499229
0kick
0.615329
0kick
0.684989
0kick
1.632517
0kick
0.371519
0kick
0.20898
0kick
0.216599
0kick
0.371519
0kick
0.196531
0kick
0.592109
0kick
0.464399
0kick
1.010068
0kick
0.464399
0kick
1.404807
0kick
1.346757
0kick
0.394739
0kick
0.417959
0kick
1.056508
0kick
0.557279
0kick
0.446213
0kick
1.474467
0kick
0.499229
0kick
0.893968
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Dataset Name

drums is a dataset of more than 150,000 samples, including drums and various percussion, melodic and vocal samples

Dataset Description

This dataset contains 154,600 short audio files with duration up to 2 seconds each, labeled with sound categories. The dataset is designed for classification, separation, and generation tasks.

Key Features

  • Dataset size: 154,600 audio files
  • Audio duration: [0.05,2] seconds
  • Audio format: wav
  • Sample rate: 44100 Hz
  • Classification type: Multiclass

Class Labels

The dataset contains the following sound categories:

  • "perc"
  • "kick"
  • "vox"
  • "melodic"
  • "clap"
  • "snare"
  • "drumfill"
  • "texture"
  • "808"
  • "bass"
  • "cymbal"
  • "hihat"
  • "fx"
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