Synthetic Data Domain Adaptation for ASR via LLM-based Text and Phonetic Respelling Augmentation

Natsuo Yamashita, Koichi Nagatsuka, Hiroaki Kokubo +2

End-to-end automatic speech recognition often degrades on domain-specific data due to scarce in-domain resources. We propose a synthetic-data-based domain adaptation framework with…