34 citations · 74 across the 20 of their papers we have counts for
6 papers · 2 filters
Improving EEG based Continuous Speech Recognition
Gautam Krishna, Co Tran, Mason Carnahan +2
In this paper we introduce various techniques to improve the performance of electroencephalography (EEG) features based continuous speech recognition (CSR) systems. A connectionist…
Spoken Speech Enhancement using EEG
Gautam Krishna, Co Tran, Yan Han +2
In this paper we demonstrate spoken speech enhancement using electroencephalography (EEG) signals using a generative adversarial network (GAN) based model, gated recurrent unit (GR…
State-of-the-art Speech Recognition using EEG and Towards Decoding of Speech Spectrum From EEG
Gautam Krishna, Yan Han, Co Tran +2
In this paper we first demonstrate continuous noisy speech recognition using electroencephalography (EEG) signals on English vocabulary using different types of state of the art en…
Advancing Speech Recognition With No Speech Or With Noisy Speech
Gautam Krishna, Co Tran, Mason Carnahan +1
In this paper we demonstrate end-to-end continuous speech recognition (CSR) using electroencephalography (EEG) signals with no speech signal as input. An attention model based auto…
Speech Recognition With No Speech Or With Noisy Speech Beyond English
Gautam Krishna, Co Tran, Yan Han +2
In this paper we demonstrate continuous noisy speech recognition using connectionist temporal classification (CTC) model on limited Chinese vocabulary using electroencephalography…
Robust End-to-End Speaker Verification Using EEG
Yan Han, Gautam Krishna, Co Tran +2
In this paper we demonstrate that performance of a speaker verification system can be improved by concatenating electroencephalography (EEG) signal features with speech signal feat…