CRNN (with BEATs + Separation)

Reported on 5 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio5 results

Sound Event DetectiononWildDESED
PSDS1 (-5dB)· uses extra data· 2024-11-02
0.134
SOTA
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection arXiv:2411.01174
Sound Event DetectiononWildDESED
PSDS1 (0dB)· uses extra data· 2024-11-02
0.219
SOTA
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection arXiv:2411.01174
Sound Event DetectiononWildDESED
PSDS1 (10dB)· uses extra data· 2024-11-02
0.356
SOTA
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection arXiv:2411.01174
Sound Event DetectiononWildDESED
PSDS1 (5dB)· uses extra data· 2024-11-02
0.291
SOTA
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection arXiv:2411.01174
Sound Event DetectiononWildDESED
PSDS1 (Clean)· uses extra data· 2024-11-02
0.44
best: 0.5 (CRNN (with BEATs))
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection arXiv:2411.01174