AI RESEARCH
Alethia: A Foundational Encoder for Voice Deepfakes
arXiv CS.CL
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ArXi:2605.00251v1 Announce Type: cross Existing voice deepfake detection and localization models rely heavily on representations extracted from speech foundation models (SFMs). However, downstream finetuning has now reached a state of diminishing returns. In this paper, we shift the focus to pre