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Environmental Sound Deepfake Detection on EnvSDD Track 2 Progress-phase 1.0

0.3EEREnsemble
0.28760.37130.4550.5387Dec 17, 2025

Evaluation results

MethodLinks
EnsembleEnsemble components=0.4×BEATs-AASIST + 0.6×BEAT2AASIST (Freq., CNN-gate, k=4)2025.120.3
BEAT2AASISTFusion strategy=Frequency-based, Gate type=CNN-gate, k (number of layers)=42025.120.42
BEATs-AASISTFusion strategy=Concatenation, k (number of layers)=42025.120.61