Integrating an explicit phoneme-prediction step into an LLM-based speech recognizer improves transcription accuracy and acoustic faithfulness, especially in low-resource conditions.
Leveraging broadcast media subtitle transcripts for automatic speech recognition and subtitling,
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Phoneme-First Prediction for LLM-Based Speech Recognition
Integrating an explicit phoneme-prediction step into an LLM-based speech recognizer improves transcription accuracy and acoustic faithfulness, especially in low-resource conditions.