README.md

metadata

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 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

@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},
}