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08/18/2023
A Potts model approach to unsupervised graph clustering with Graph Neural Networks
Numerous approaches have been explored for graph clustering, including t...
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02/28/2021
Brain Signals to Rescue Aphasia, Apraxia and Dysarthria Speech Recognition
In this paper, we propose a deep learning-based algorithm to improve the...
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08/13/2020
Speech Recognition using EEG signals recorded using dry electrodes
In this paper, we demonstrate speech recognition using electroencephalog...
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06/01/2020
Constrained Variational Autoencoder for improving EEG based Speech Recognition Systems
In this paper we introduce a recurrent neural network (RNN) based variat...
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05/29/2020
Improving EEG based continuous speech recognition using GAN
In this paper we demonstrate that it is possible to generate more meanin...
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05/29/2020
Understanding effect of speech perception in EEG based speech recognition systems
The electroencephalography (EEG) signals recorded in parallel with speec...
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05/29/2020
Predicting Different Acoustic Features from EEG and towards direct synthesis of Audio Waveform from EEG
In [1,2] authors provided preliminary results for synthesizing speech fr...
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05/16/2020
Predicting Video features from EEG and Vice versa
In this paper we explore predicting facial or lip video features from el...
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04/09/2020
Advancing Speech Synthesis using EEG
In this paper we introduce attention-regression model to demonstrate pre...
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03/07/2020
Speaker Identification using EEG
In this paper we explore speaker identification using electroencephalogr...
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02/29/2020
Generating EEG features from Acoustic features
In this paper we demonstrate predicting electroencephalograpgy (EEG) fea...
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02/22/2020
Speech Synthesis using EEG
In this paper we demonstrate speech synthesis using different electroenc...
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02/06/2020
Continuous Silent Speech Recognition using EEG
In this paper we explore continuous silent speech recognition using elec...
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02/06/2020
Towards Mind Reading
In this paper we explore mind reading or continuous silent speech recogn...
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12/31/2019
EEG based Continuous Speech Recognition using Transformers
In this paper we investigate continuous speech recognition using electro...
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12/16/2019
Continuous Speech Recognition using EEG and Video
In this paper we investigate whether electroencephalography (EEG) featur...
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11/24/2019
Improving EEG based Continuous Speech Recognition
In this paper we introduce various techniques to improve the performance...
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11/08/2019
Voice Activity Detection in presence of background noise using EEG
In this paper we demonstrate that performance of voice activity detectio...
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09/13/2019
Spoken Speech Enhancement using EEG
In this paper we demonstrate spoken speech enhancement using electroence...
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08/14/2019
State-of-the-art Speech Recognition using EEG and Towards Decoding of Speech Spectrum From EEG
In this paper we first demonstrate continuous noisy speech recognition u...
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06/17/2019
Advancing Speech Recognition With No Speech Or With Noisy Speech
In this paper we demonstrate end to end continuous speech recognition (C...
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06/17/2019
Speech Recognition With No Speech Or With Noisy Speech Beyond English
In this paper we demonstrate continuous noisy speech recognition using c...
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06/17/2019
Robust End to End Speaker Verification Using EEG
In this paper we demonstrate that performance of a speaker verification ...
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03/02/2019