Merging the Knowledge of LLMs for Automatic Speech Recognition
This method integrates the LMs directly into the parameters of an LLM-based ASR model, requiring no additional computational cost at inference, and consistently improved the ASR performance in the target domains, without degrading inference speed or memory footprint.
Hayato Futami, Tatsuya Kawahara
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