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Local Prototype Reconstruction for Text-Compatible Speech-to-LLM Bridge Pretraining

arXiv:2610.11159v1 Announce Type: new Abstract: Speech-to-LLM systems often connect a frozen speech encoder to a frozen large language model (LLM) through a small trainable bridge. The bridge is usually treated as plumbing, but it in fact defines the geometry of the speech-to-LLM interface, and the…

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  1. 2026-10-09 04:00 · arXiv cs.CL
    Local Prototype Reconstruction for Text-Compatible Speech-to-LLM Bridge Pretraining

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