most citedAS-ASR: A Lightweight Framework for Aphasia-Specific Automatic Speech Recognition

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cs.SD2026

Two-Stage Adaptation for Non-Normative Speech Recognition: Revisiting Speaker-Independent Initialization for Personalization

Shan Jiang, Jiawen Qi, Chuanbing Huo +2

Personalizing automatic speech recognition (ASR) systems for non-normative speech, such as dysarthric and aphasic speech, is challenging. While speaker-specific fine-tuning (SS-FT)…