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cs.CL2026
AURAL: Adaptive Latent Reasoning with Joint Chunk for Speech Language Models
Yuxiang Wang, Kunyu Feng, Yuancheng Wang +12
Model intelligence and fast response jointly shape the quality of interaction with speech language models, yet remain difficult to achieve together. Explicit chain-of-thought (CoT)…
cs.CL2026
ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models
Yuxiang Wang, Qinke Ni, Shengbo Cai +3
Speech carries more information than just words: a child's voice, a fearful tone, or a noisy background should all lead a sufficiently competent spoken-dialogue assistant to differ…