AIBullisharXiv – CS AI · 6h ago6/10
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FlowFake: Liquid Networks for Audio Deepfake Detection
Researchers introduce FlowFake, a lightweight neural architecture using Liquid Time-Constant networks to detect audio deepfakes with superior cross-dataset generalization. The model achieves comparable performance to much larger systems while addressing the critical challenge of detecting synthetic speech artifacts across different synthesis pipelines with only 34K parameters.
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