Chuanbing Huo

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

2025

This paper proposes AS-ASR, a lightweight aphasiaspecific speech recognition framework based on Whisper-tiny, tailored for low-resource deployment on edge devices. Our approach introduces a hybrid training strategy that systematically combines standard and aphasic speech at …