CodecFake
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Related Articles from SNS
CodecFake+: Codec-Based Resynthesized Data as a Proxy for Detecting CodecFake Speech
Announce Type: replace Abstract: With the rapid advancement of neural audio codecs, codec-based speech generation (CoSG) systems have become highly powerful. Unfortunately, CoSG also enables the creation of highly realistic deepfake speech, making it easier to mimic an individual's voice and spread misinformation. We refer to this emerging deepfake speech generated by CoSG systems as CodecFake.
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.