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News/Conditioned in Training, Dispensable at Inference: Typological Conditioning for Multilingual Speech Translation
arxiv
PublishedOctober 15, 2026 at 4:00 AM

Conditioned in Training, Dispensable at Inference: Typological Conditioning for Multilingual Speech Translation

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arXiv:2605.16026v2 Announce Type: replace-cross Abstract: Multilingual speech translation frontends built on speech large language models typically condition on language identity, as a learned embedding or a prompted language name. Such a signal, however, is learned separately for each language and

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