Chen Songyong

SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation

Simultaneous Speech Translation (SimulST) enables real-time cross-lingual communication by jointly optimizing speech recognition and machine translation under strict latency constraints. Existing systems struggle to balance translation quality, latency, and semantic coherence, particularly in multil…