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09/09/2023
Leveraging Large Language Models for Exploiting ASR Uncertainty
While large language models excel in a variety of natural language proce...
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02/21/2023
Automotive RADAR sub-sampling via object detection networks: Leveraging prior signal information
Automotive radar has increasingly attracted attention due to growing int...
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10/21/2022
Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR
Accurate prediction of the user intent to interact with a voice assistan...
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07/10/2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays
Before the recent success of deep learning methods for automated medical...
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04/05/2022
Improving Voice Trigger Detection with Metric Learning
Voice trigger detection is an important task, which enables activating a...
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03/30/2022
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
We address the problem of detecting speech directed to a device that doe...
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03/08/2022
End-to-end system for object detection from sub-sampled radar data
Robust and accurate sensing is of critical importance for advancing auto...
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04/11/2021
Cross-Modal Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop
Building a highly accurate predictive model for these tasks usually requ...
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10/05/2020
Adaptive Automotive Radar data Acquisition
In an autonomous driving scenario, it is vital to acquire and efficientl...
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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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02/28/2020
Detecting Patch Adversarial Attacks with Image Residuals
We introduce an adversarial sample detection algorithm based on image re...
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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