LoRA fine-tuning of the Phi-4 multimodal LLM on Speechocean762 yields pronunciation scores and phoneme-level transcripts from a single model, with PCC up to 0.74 for accuracy and PER down to 0.11.
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English Pronunciation Evaluation without Complex Joint Training: LoRA Fine-tuned Speech Multimodal LLM
LoRA fine-tuning of the Phi-4 multimodal LLM on Speechocean762 yields pronunciation scores and phoneme-level transcripts from a single model, with PCC up to 0.74 for accuracy and PER down to 0.11.