Preprint
Sep 2026
Domain-Adaptive Dual-Gating Mixture of Experts for Generalizable Speech Deepfake Detection
Recent advances in speech deepfake detection (SDD) have leveraged the Mixture of Experts (MoE) to enhance generalization capacity. However, existing gating networks often overlook the acoustic and temporal cues of deepfakes. In this work, we propose a novel domain-adaptive dual-gating MoE (DADGMoE) framework for SDD un...
Si-Qing Qin, Zhe Li, K. Lee et al.
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