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most citedLeveraging Timestamp Information for Serialized Joint Streaming Recognition and Translation

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cs.CL2026

Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach

Junkun Chen, Jian Xue, Ming Tang +4

Simultaneous speech translation (SimulST) requires incremental translation under strict latency constraints, yet remains challenging for decoder-only LLM systems due to limited con…