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News/Think Before You Transcribe: Context-Steered Reasoning for Hotword-Aware Speech Recognition
arxiv
PublishedOctober 21, 2026 at 4:00 AM

Think Before You Transcribe: Context-Steered Reasoning for Hotword-Aware Speech Recognition

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arXiv:2610.26986v1 Announce Type: new Abstract: Contextual automatic speech recognition (ASR) improves rare-entity recognition by supplying candidate hotwords, but retrieved candidates may be incomplete or incorrect. A reliable system must therefore exploit a relevant candidate without allowing unsu

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