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Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition



Gautam Krishna , Mason Carnahan , Shilpa Shamapant , Yashitha Surendranath , Saumya Jain , Arundhati Ghosh , Co Tran , Jose del R Millan , Ahmed H Tewfik

* Pre-print. In preparation for submission to Journal/Conference 

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Speech Recognition using EEG signals recorded using dry electrodes



Gautam Krishna , Co Tran , Mason Carnahan , Morgan M Hagood , Ahmed H Tewfik


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Constrained Variational Autoencoder for improving EEG based Speech Recognition Systems



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* Under Review. arXiv admin note: substantial text overlap with arXiv:2006.01260 

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Improving EEG based continuous speech recognition using GAN



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* Under Review 

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Understanding effect of speech perception in EEG based speech recognition systems



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* Under Review 

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Predicting Different Acoustic Features from EEG and towards direct synthesis of Audio Waveform from EEG



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* Under Review 

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Predicting Video features from EEG and Vice versa



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* under review 

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Advancing Speech Synthesis using EEG



Gautam Krishna , Co Tran , Mason Carnahan , Ahmed Tewfik

* Under review 

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Generating EEG features from Acoustic features



Gautam Krishna , Co Tran , Mason Carnahan , Yan Han , Ahmed H Tewfik


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