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Improving Voice Trigger Detection with Metric Learning



Prateeth Nayak , Takuya Higuchi , Anmol Gupta , Shivesh Ranjan , Stephen Shum , Siddharth Sigtia , Erik Marchi , Varun Lakshminarasimhan , Minsik Cho , Saurabh Adya , Chandra Dhir , Ahmed Tewfik

* Submitted to InterSpeech 2022 

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Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models



Vineet Garg , Ognjen Rudovic , Pranay Dighe , Ahmed H. Abdelaziz , Erik Marchi , Saurabh Adya , Chandra Dhir , Ahmed Tewfik

* Submitted to INTERSPEECH 2022 

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End-to-end system for object detection from sub-sampled radar data



Madhumitha Sakthi , Ahmed Tewfik , Marius Arvinte , Haris Vikalo

* Submitted to EUSIPCO 2022 

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Cross-Modal Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop



Yan Han , Chongyan Chen , Ahmed Tewfik , Benjamin Glicksberg , Ying Ding , Yifan Peng , Zhangyang Wang

* Preprint 

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Adaptive Automotive Radar data Acquisition



Madhumitha Sakthi , Ahmed 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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