Songzhu Mei
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126
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2026
Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection
This paper proposes using a Diffusion Transformer as a frozen reconstruction probe for audio deepfake detectors, achieving state-of-the-art performance on ASVspoof 5 Eval and ITW Full.
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cs.SDcs.AINEWEmpiricalJul 29, 2026
Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection
Haotian Mo, Jie Liu, Siqi Shen, Songzhu Mei +7 more
This paper proposes using a Diffusion Transformer as a frozen reconstruction probe for audio deepfake detectors, achieving state-of-the-art performance on ASVspoof 5 Eval and ITW Full.
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