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Phoneme-Guided Initialization for LLM-based Speech Recognition

Magoshi, Ryo et al.
arXiv (All) · Papers
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audio-and-speech-processingcomputation-and-languagesound
Speech large language models (speech LLMs) perform well on automatic speech recognition (ASR) when sufficient paired speech-text data is available, but their performance degrades in low-resource settings. A cascaded pipeline that performs speech-to-phoneme (S2P) conversion followed by phoneme-to-gra
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