---
license: other
license_name: fsdkaggle2018-mixed-creative-commons
license_link: https://zenodo.org/records/2552860
task_categories:
- audio-classification
pretty_name: FSDKaggle2018
size_categories:
- 1K<n<10K
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: id
    dtype: string
  - name: audio
    dtype: audio
  - name: label
    dtype:
      class_label:
        names:
          '0': Acoustic_guitar
          '1': Applause
          '2': Bark
          '3': Bass_drum
          '4': Burping_or_eructation
          '5': Bus
          '6': Cello
          '7': Chime
          '8': Clarinet
          '9': Computer_keyboard
          '10': Cough
          '11': Cowbell
          '12': Double_bass
          '13': Drawer_open_or_close
          '14': Electric_piano
          '15': Fart
          '16': Finger_snapping
          '17': Fireworks
          '18': Flute
          '19': Glockenspiel
          '20': Gong
          '21': Gunshot_or_gunfire
          '22': Harmonica
          '23': Hi-hat
          '24': Keys_jangling
          '25': Knock
          '26': Laughter
          '27': Meow
          '28': Microwave_oven
          '29': Oboe
          '30': Saxophone
          '31': Scissors
          '32': Shatter
          '33': Snare_drum
          '34': Squeak
          '35': Tambourine
          '36': Tearing
          '37': Telephone
          '38': Trumpet
          '39': Violin_or_fiddle
          '40': Writing
  - name: freesound_id
    dtype: string
  - name: source_url
    dtype: string
  - name: source_license
    dtype: string
  splits:
  - name: train
    num_bytes: 1726235340
    num_examples: 3710
  - name: test
    num_bytes: 734554896
    num_examples: 1600
  download_size: 2460731997
  dataset_size: 2460790236
---

# FSDKaggle2018

MTEB-ready copy of [FSDKaggle2018](https://zenodo.org/records/2552860) with
3,710 verified train clips, 1,600 verified test clips, and 41 classes. The
unverified training clips are excluded.

Columns: `audio`, `label`, `id`, `freesound_id`, `source_url`, and
`source_license`.

## License

Dataset metadata is CC BY 4.0. Recordings retain their source licenses: 3,085
CC BY, 2,224 CC0, and one CC BY-NC. See `source_url`, `source_license`, and
`LICENSE-DATASET`.

## Citation

```bibtex
@inproceedings{Fonseca2018_DCASE,
  author = {Fonseca, Eduardo and Plakal, Manoj and Font, Frederic and Ellis, Daniel P. W. and Favory, Xavier and Pons, Jordi and Serra, Xavier},
  booktitle = {Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop},
  title = {General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline},
  url = {https://arxiv.org/abs/1807.09902},
  year = {2018},
}
```