SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation

Linxi Li, Yuncong Yu, Qianwei Guo +3

While audio deepfake detection has advanced significantly, representative detectors show limited generalization to synthetic sound effects. Existing environmental audio datasets su…