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cs.SD2026
Noise-Aware Lombard Speech Synthesis via Flow-GRPO for Intelligibility Optimization
Zhaoyang Wang, Dingding Yao, Chengzhong Wang +1
Voice-based conversational agents are increasingly deployed in real-world settings, where environmental noise often degrades the interactive experience. Therefore, robust acoustic…
cs.SD2026
Global Rotation Equivariant Phase Modeling for Speech Enhancement with Deep Magnitude-Phase Interaction
Chengzhong Wang, Andong Li, Dingding Yao +1
While deep learning has advanced speech enhancement (SE), effective phase modeling remains challenging, as conventional networks typically operate within a flat Euclidean feature s…