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Unlocking Speech-Text Compositional Powers: Instruction-Following Speech Language Models without Instruction Tuning

arXiv cs.CL · 2026-07-03 Cached

This paper proposes SpeechCombine, an instruction-following speech language model trained without any instruction tuning, using only speech pre-training and a weight combination strategy that transfers text LLM capabilities to the speech domain.

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