Personalized LoRA fine-tuning of Whisper on both read and spontaneous stuttered speech from one speaker cuts word error rate roughly in half compared to a generalized model.
Epidemiology of stuttering: 21st cen- tury advances,
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Fine-Tuning ASR for Stuttered Speech: Personalized vs. Generalized Approaches
Personalized LoRA fine-tuning of Whisper on both read and spontaneous stuttered speech from one speaker cuts word error rate roughly in half compared to a generalized model.