We introduce a new audio dataset called SoundDescs that can be used for tasks such as text to audio retrieval, audio captioning etc. This dataset contains 32,979 pairs of audio files and text descriptions. There are 23 categories found in SoundDescs including but not limited to nature, clocks, fire etc.
SoundDescs can be downloaded from here and retrieval results for this dataset can be found in the associated paper Audio Retrieval with Natural Language Queries: A Benchmark Study.
Variants: SoundDescs
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Text to Audio Retrieval | CE | Audio Retrieval with Natural Language … | 2021-12-17 |
| Text to Audio Retrieval | MoEE | Audio Retrieval with Natural Language … | 2021-12-17 |
| Text to Audio Retrieval | MMT | Audio Retrieval with Natural Language … | 2021-12-17 |
| Text to Audio Retrieval | CE(pretrained: AudioCaps) | Audio Retrieval with Natural Language … | 2021-12-17 |
Recent papers with results on this dataset: