作者位次 #5/7ACL 2026Findings· Findings of ACL
S 2 ST -Omni: Hierarchical Language-Aware S peech LLM Adaptation for Multilingual Speech-to-Speech Translation
Yu Pan · Xiongfei Wu · Yang Yuguang · Jixun Yao · Maxime Cordy · Lei Ma · Jianjun Zhao
摘要
Despite recent advances in speech-to-speech translation (S2ST), it remains difficult to achieve both high translation accuracy and practical flexibility. In this paper, we present S2ST-Omni, a compositional S2ST framework that integrates a high-accuracy speech-to-text translation (S2TT) frontend...