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README.md
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| Dataset | Split Method | Classes | Task | # Clips | Average Duration | Sampling Rate |
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| WMMS |
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| MSWC (English) |
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| MSWC (Spanish) |
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| MSWC (Indian) |
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| ESC50 | 5-fold | 50 | Multi-class | 2000 | 5.00 | 44100 |
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| UrbanSound8K | | 10 | Multi-class | | | |
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| AudioSet | | 527 | Multi-label | | | |
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| MagnaTagATune | | | Multi-label | | | |
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| Medley-solos-DB | | 8 | Multi-class | | | 44100 |
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| Pianos |
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| FSD-Kaggle-2019 (curated) |
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| GTZAN |
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| Nsynth (instrument) |
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| Nsynth (pitch) |
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| CREMA-D |
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| IEMOCAP | 5-fold | 4 | Multi-class | 5531 | 4.52 | 16000 |
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| EmoDB |
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| EMOVO | 6-fold | 7 | Multi-class | 588 | 3.12 | 48000 |
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| IRMAS |
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| RAVDESS | 5-fold | 8 | Multi-class | 2880 | 3.70 | 48000 |
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| TIMIT |
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| LibriSpeech |
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Automated audio captioning:
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| Dataset | Split Method | # Clips | Average Duration | Sampling Rate |
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| Music4All |
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| Clotho (v1.0) |
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Music, speech, and noise:
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| Dataset | # Clips | Average Duration | Sampling Rate |
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| MUSAN | 2016 | 195.16 | 16000 |
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| RIR-Noise | 61260 | 1.54 | 16000 |
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| ARCA23K | | | |
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## Contact Us
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| Dataset | Split Method | Classes | Task | # Clips | Average Duration | Sampling Rate |
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| WMMS | train/test | 32 | Multi-class | 1697 | 10.42 | 16000 |
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| MSWC (English) | train/validation/test | 271 | Multi-class | 33726 | 0.99 | 16000 |
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| MSWC (Spanish) | train/validation/test | 146 | Multi-class | 11759 | 0.99 | 16000 |
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| MSWC (Indian) | train/validation/test | 14 | Multi-class | 739 | 0.99 | 16000 |
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| ESC50 | 5-fold | 50 | Multi-class | 2000 | 5.00 | 44100 |
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| UrbanSound8K | | 10 | Multi-class | | | |
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| AudioSet | | 527 | Multi-label | | | |
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| MagnaTagATune | | | Multi-label | | | |
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| Medley-solos-DB | | 8 | Multi-class | | | 44100 |
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| Pianos | train/validation/test | 8 | Multi-class | 668 | 4.86 | 16000 |
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| FSD-Kaggle-2019 (curated) | train/test | 80 | Multi-label | 9451 | 8.93 | 44100 |
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| GTZAN | train/validation/test | 10 | Multi-class | 930 | 30.02 | 22050 |
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| Nsynth (instrument) | train/validation/test | 11 | Multi-class | 305979 | 4.00 | 16000 |
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| Nsynth (pitch) | train/validation/test | 112 | Multi-class | 305979 | 4.00 | 16000 |
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| CREMA-D | train/validation/test | 6 | Multi-class | 7442 | 2.54 | 16000 |
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| IEMOCAP | 5-fold | 4 | Multi-class | 5531 | 4.52 | 16000 |
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| EmoDB | train/test | 7 | Multi-class | 535 | 2.77 | 16000 |
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| EMOVO | 6-fold | 7 | Multi-class | 588 | 3.12 | 48000 |
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| IRMAS | train/test | 11 | Multi-label | 9579 | 7.16 | 44100 |
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| RAVDESS | 5-fold | 8 | Multi-class | 2880 | 3.70 | 48000 |
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| TIMIT | train/validation/test | 630 | Multi-class | 6300 | 3.07 | 16000 |
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| LibriSpeech | train/test | 2484 | Multi-class | 21933 | 3.75 | 16000 |
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Automated audio captioning:
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| Dataset | Split Method | # Clips | Average Duration | Sampling Rate |
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| Music4All | train | 109269 | 29.99 | 48000 |
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| Clotho (v1.0) | train/test | 3938 | 22.43 | 44100 |
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Music, speech, and noise:
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| Dataset | Split Method | # Clips | Average Duration | Sampling Rate |
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| :---: | :---: | :---: | :---: | :---: |
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| MUSAN | train | 2016 | 195.16 | 16000 |
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| RIR-Noise | train | 61260 | 1.54 | 16000 |
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| ARCA23K | | | | |
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## Contact Us
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