Speech Recognition using EEG signals recorded using dry electrodes
2020-08-13Unverified0· sign in to hype
Gautam Krishna, Co Tran, Mason Carnahan, Morgan M Hagood, Ahmed H. Tewfik
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In this paper, we demonstrate speech recognition using electroencephalography (EEG) signals obtained using dry electrodes on a limited English vocabulary consisting of three vowels and one word using a deep learning model. We demonstrate a test accuracy of 79.07 percent on a subset vocabulary consisting of two English vowels. Our results demonstrate the feasibility of using EEG signals recorded using dry electrodes for performing the task of speech recognition.