Artificial Intelligence #flowfake#liquid networks
FlowFake: Liquid Time-Constant Architecture Boosts Audio Deepfake Detection Cross-Dataset Generalization
FlowFake, a new audio deepfake detector using Liquid Time-Constant networks, achieves 75-80% accuracy on cross-dataset benchmarks with only 34K parameters, matching models 300x larger. It addresses the critical cross-dataset generalization problem threatening speaker verification systems.
Jun 20, 2026 1 source
