Wild Domestic Environment Sound Event Detection
WildDESED is an extension of the original DESED dataset, created to reflect various domestic scenarios by incorporating complex and unpredictable background noises. These enhancements make WildDESED a powerful resource for developing and evaluating noise-robust SED systems.
Variants: WildDESED
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Sound Event Detection | CRNN (with BEATs + Separation) | Leveraging LLM and Text-Queried Separation … | 2024-11-02 |
| Sound Event Detection | CRNN (with BEATs) | Leveraging LLM and Text-Queried Separation … | 2024-11-02 |
| Sound Event Detection | CRNN (WildDESED + Curriculrm learning) | WildDESED: An LLM-Powered Dataset for … | 2024-07-04 |
| Sound Event Detection | CRNN (WildDESED) | WildDESED: An LLM-Powered Dataset for … | 2024-07-04 |
| Sound Event Detection | CRNN | WildDESED: An LLM-Powered Dataset for … | 2024-07-04 |
Recent papers with results on this dataset: