2 papers
cs.CL2026
Choosing a PEFT Variant for Per-Patient Dysarthric ASR: A Single-Speaker Case Study on Two ASR Bases
Bernard Muller, László Tóth, LaVonne Roberts
Per-patient adapters are the preferred production architecture for dysarthric automatic speech recognition (ASR), yet parameter-efficient fine-tuning (PEFT) variants have not been…
cs.SD2025
Improved Dysarthric Speech to Text Conversion via TTS Personalization
Péter Mihajlik, Éva Székely, Piroska Barta +3
We present a case study on developing a customized speech-to-text system for a Hungarian speaker with severe dysarthria. State-of-the-art automatic speech recognition (ASR) models…