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language models 1prefix-to-prefix supervision 1simultaneous speech translation 1speech encoder 1streaming decoding 1

From the 1 of 1 linked paper with an AI index.

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1 paper

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

The paper proposes a data‑driven prefix‑to‑prefix fine‑tuning method for simultaneous speech translation that works with decoder‑only LLMs without changing their architecture, usin…