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News/FlowFake: Liquid Networks for Audio Deepfake Detection
arxiv
PublishedJune 20, 2026 at 4:00 AM
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FlowFake: Liquid Networks for Audio Deepfake Detection

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arXiv:2606.19579v1 Announce Type: cross Abstract: Audio deepfakes generated by neural text-to-speech and voice-cloning systems threaten speaker verification and public discourse at scale. The core challenge is cross-dataset generalization: detectors trained on one synthesis pipeline collapse on unse

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