| --- |
| 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}, |
| } |
| ``` |
|
|
