Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition

no code implementations • 28 Feb 2021 • Gautam Krishna, Mason Carnahan, Shilpa Shamapant, Yashitha Surendranath, Saumya Jain, Arundhati Ghosh, Co Tran, Jose del R Millan, Ahmed H Tewfik

In this paper, we propose a deep learning-based algorithm to improve the performance of automatic speech recognition (ASR) systems for aphasia, apraxia, and dysarthria speech by utilizing electroencephalography (EEG) features recorded synchronously with aphasia, apraxia, and dysarthria speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2