Fan Cui

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

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 unsupported alternatives to override the acoustic evidence. We propose a...