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ResearchFormerly WizWand

Sound Event Detection on DESED

0.57ScoreUniWhisper
-0.02280.13110.2850.4389Jan 22, 2026Jan 27, 2026Feb 2, 2026Feb 8, 2026Feb 13, 2026Feb 19, 2026Feb 25, 2026
Updated 8mo ago

Evaluation results

MethodLinks
UniWhisperEvaluation Protocol=MLP2026.020.57
Ensemble (Submission)Ensemble Strategy=Embedding Concatenation2026.010.566
Dasheng 1.2BParameter Count=1.2B2026.010.563
BEATs (90M) iter3Parameter Count=90M, Iteration=32026.010.56
BEATs (300M) BalancedParameter Count=300M, Pre-training Mixture=Balanced (40:30:30)2026.010.552
BEATs (300M) SpeechParameter Count=300M, Pre-training Mixture=Speech-heavy (70:15:15)2026.010.551
Challenge BaselineDescription=Best among Dasheng-base, data2vec, and Whisper2026.010.532
Whisper-U-3Evaluation Protocol=MLP2026.020.443
WavLMEvaluation Protocol=MLP2026.020.388
HuBERTEvaluation Protocol=MLP2026.020.335
wav2vec 2.0Evaluation Protocol=MLP2026.020.317
Whisper-UEvaluation Protocol=MLP2026.020.31
WhisperEvaluation Protocol=MLP2026.020.294
CLAP-UEvaluation Protocol=MLP2026.020.202
BEATsEvaluation Protocol=MLP2026.020.042
CLAPEvaluation Protocol=MLP2026.020.024
CLAP-UEvaluation Protocol=kNN2026.020