aac_datasets.datasets.wavcaps module¶
- class WavCaps(
- root: str | Path | None = None,
- subset: str = 'audioset_no_audiocaps',
- download: bool = False,
- transform: Callable[[WavCapsItem], Any] | None = None,
- verbose: int = 0,
- force_download: bool = False,
- verify_files: bool = False,
- *,
- clean_archives: bool = False,
- hf_cache_dir: str | None = None,
- repo_id: str | None = None,
- revision: str | None = '85a0c21e26fa7696a5a74ce54fada99a9b43c6de',
- zip_path: str | Path | None = None,
Bases:
AACDataset[WavCapsItem]Unofficial WavCaps PyTorch dataset.
WavCaps Paper : https://arxiv.org/pdf/2303.17395.pdf HuggingFace source : https://huggingface.co/datasets/cvssp/WavCaps
This dataset contains 4 training subsets, extracted from different sources: - AudioSet strongly labeled (“audioset”) - BBC Sound Effects (“bbc”) - FreeSound (“freesound”) - SoundBible (“soundbible”) - AudioSet strongly labeled without AudioCaps (“audioset_no_audiocaps”) - FreeSound without Clotho (“freesound_no_clotho”)
Warning
WavCaps download is experimental ; it requires a lot of disk space and can take very long time to download and extract, so you might expect errors.
Dataset folder tree¶{root} └── WavCaps ├── Audio │ ├── AudioSet_SL │ │ └── (108317 flac files, ~64GB) │ ├── BBC_Sound_Effects │ │ └── (31201 flac files, ~142GB) │ ├── FreeSound │ │ └── (262300 flac files, ~1.4TB) │ └── SoundBible │ └── (1232 flac files, ~884MB) ├── Zip_files │ ├── AudioSet_SL │ │ └── (8 zip files, ~76GB) │ ├── BBC_Sound_Effects │ │ └── (26 zip files, ~562GB) │ ├── FreeSound │ │ └── (123 zip? files, ~1.4TB) │ └── SoundBible │ └── (1 zip? files, ~624GB) ├── json_files │ ├── AudioSet_SL │ │ └── as_final.json │ ├── BBC_Sound_Effects │ │ └── bbc_final.json │ ├── FreeSound │ │ ├── fsd_final_2s.json │ │ └── fsd_final.json │ ├── SoundBible │ │ └── sb_final.json │ └── blacklist │ ├── blacklist_exclude_all_ac.json │ ├── blacklist_exclude_test_ac.json │ └── blacklist_exclude_ubs8k_esc50_vggsound.json ├── .gitattributes └── README.md- CARD: ClassVar[WavCapsCard] = <aac_datasets.datasets.functional.wavcaps.WavCapsCard object>¶