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Mitigating Proxy-to-Wild Domain Gap in Deepfake Speech
arXiv:2606.07494v1 Announce Type: new Abstract: Recent neural audio codec-based speech generation (CodecFake) produces highly realistic audio, posing a challenge to existing deepfake countermeasure models. While using codec resynthesized speech (CoRS) as proxy data improves performance, it often suffers from limited generalization.