Datasets › WildDESED
WildDESED (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.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Sound Event Detection | WildDESED | CRNN (with BEATs + Separation) PSDS1 (-5dB) 0.134 | Leveraging LLM and Text-Queried Separation for... | apple-yinhan/noise-robust-sed | 5 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 2. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection | 1 | 2 | 2 Nov 2024 | not harvested |
| WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System | 1 | 3 | 4 Jul 2024 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
CC-BY-SA
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- WildDESED
1 variant name, as the archive lists them.
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