Combining x-vector speaker conditioning, AdaLoRA adapters, and Parler-TTS synthetic speech reduces word error rates for dysarthric ASR on the SAP development set.
This impairment leads to difficulties with articulation, phonation, respiration, resonance, and prosody [1]
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Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
Combining x-vector speaker conditioning, AdaLoRA adapters, and Parler-TTS synthetic speech reduces word error rates for dysarthric ASR on the SAP development set.