From Oracle to Noisy Context: Mitigating Contextual Exposure Bias in Speech-LLMs

Xiaoyong Guo, Nanjie Li, Zijie Zeng +4

Contextual automatic speech recognition (ASR) with Speech-LLMs is typically trained with oracle conversation history, but relies on error-prone history at inference, causing a trai…