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03/02/2021
Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization
Accelerated multi-coil magnetic resonance imaging reconstruction has see...
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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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01/12/2021
Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning
Chest X-ray becomes one of the most common medical diagnoses due to its ...
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12/23/2020
EQ-Net: A Unified Deep Learning Framework for Log-Likelihood Ratio Estimation and Quantization
In this work, we introduce EQ-Net: the first holistic framework that sol...
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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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06/05/2020
Robust Face Verification via Disentangled Representations
We introduce a robust algorithm for face verification, i.e., deciding wh...
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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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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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06/18/2019
Deep Learning-Based Quantization of L-Values for Gray-Coded Modulation
In this work, a deep learning-based quantization scheme for log-likeliho...
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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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03/11/2019
Deep Log-Likelihood Ratio Quantization
In this work, a deep learning-based method for log-likelihood ratio (LLR...
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03/02/2019