RAG-Boost adds on-the-fly retrieval of audio-text pairs and domain terms to an LLM-based speech recognizer, fusing retrieved text with live hypotheses to reduce recognition errors and improve responses.
Radford and et al., ``Robust speech recognition via large-scale weak supervision,'' in Proc
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RAG-Boost: Retrieval-Augmented Generation Enhanced LLM-based Speech Recognition
RAG-Boost adds on-the-fly retrieval of audio-text pairs and domain terms to an LLM-based speech recognizer, fusing retrieved text with live hypotheses to reduce recognition errors and improve responses.