Datasets:
| annotations_creators: ['no-annotation'] | |
| language: ['en'] | |
| license: ['mit'] | |
| task_categories: ['audio-classification', 'anomaly-detection'] | |
| tags: ['dcase', 'audio', 'anomaly-detection'] | |
| pretty_name: DCASE 2025 Task 2 Dev | |
| dataset_info: | |
| features: | |
| - name: file_id | |
| dtype: string | |
| - name: split | |
| dtype: string | |
| - name: machine_type | |
| dtype: | |
| class_label: | |
| names: | |
| '0': bearing | |
| '1': fan | |
| '2': gearbox | |
| '3': slider | |
| '4': ToyCar | |
| '5': ToyTrain | |
| '6': valve | |
| - name: label | |
| dtype: | |
| class_label: | |
| names: | |
| '0': normal | |
| '1': anomaly | |
| '2': unknown | |
| - name: domain | |
| dtype: | |
| class_label: | |
| names: | |
| '0': source | |
| '1': target | |
| '2': unknown | |
| - name: section | |
| dtype: string | |
| - name: d1p | |
| dtype: | |
| class_label: | |
| names: | |
| '0': n | |
| '1': none | |
| '2': pro | |
| '3': v1pat | |
| - name: d1v | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 0 | |
| '1': 4 | |
| '2': 5 | |
| '3': A | |
| '4': B | |
| '5': C | |
| '6': D | |
| '7': E | |
| '8': F | |
| '9': X | |
| '10': Y | |
| '11': Z | |
| '12': none | |
| '13': y | |
| - name: d2p | |
| dtype: | |
| class_label: | |
| names: | |
| '0': none | |
| '1': v2pat | |
| - name: d2v | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 0 | |
| '1': 5 | |
| '2': none | |
| - name: d3p | |
| dtype: | |
| class_label: | |
| names: | |
| '0': none | |
| - name: d3v | |
| dtype: | |
| class_label: | |
| names: | |
| '0': none | |
| - name: audio_path | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| # DCASE 2025 Task 2 - Development Dataset | |
| Attributes `d1v`, `d2v`, `d3v` are encoded as **ClassLabels**. | |
| ## Usage | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset('HTill/dcase2025_task2_dev', trust_remote_code=True) | |
| ``` |