Do LLMs need architectural changes for simultaneous speech translation? A prefix-to-prefix data driven approach
Read the original at arxiv.org→arXiv:2607.13158v1 Announce Type: new Abstract: Simultaneous speech translation (SimulST) requires incremental translation under strict latency constraints, yet remains challenging for decoder-only LLM systems due...
Original headline: "Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach"
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- Jul 16, 04:00 UTC arXiv cs.CL lead source Do LLMs Need Architectural Changes for Simultaneous Speech Translation? A Prefix-to-Prefix Data Driven Approach