Chunk-interleaved full-duplex speech language models listen and speak in fixed time chunks, and each chunk must be processed before the next one arrives. Their workload is asymmetric across chunks: listen chunks leave compute idle while awaiting audio, and speak and tool-call chunks require serial generation, which del...
Yu-Tong Bian, Yang-Lin Zhang, Yu-Xiang Wang et al.· 0 citations
Voice agents are converging on a collaboration pattern: a full-duplex interaction model stays on the live channel as the entry to the conversation, while search, reasoning, and coding are handled through asynchronous delegation. A duplex model supports continuous listening and speaking, but complex reasoning and tool u...
Ying Shen, Yu-Xiang Wang, Kun-Yu Feng et al.· 0 citations
This work combines boundary interpretation and controlled reconstruction analysis by comparing predicted boundaries with linguistic and acoustic references and finds that boundary meaning depends on the underlying speech representation.
Han Wang, Jia-Qi Li, Ying Shen et al.· 0 citations
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