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Federated Self-supervised Speech Representations: Are We There Yet?


Apr 06, 2022
Yan Gao , Javier Fernandez-Marques , Titouan Parcollet , Abhinav Mehrotra , Nicholas D. Lane


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Inferring Facing Direction from Voice Signals


Sep 29, 2021
Yu-Lin Wei , Rui Li , Abhinav Mehrotra , Romit Roy Choudhury , Nic Lane

* 12 pages, 16 figures 

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Smart at what cost? Characterising Mobile Deep Neural Networks in the wild


Sep 28, 2021
Mario Almeida , Stefanos Laskaridis , Abhinav Mehrotra , Lukasz Dudziak , Ilias Leontiadis , Nicholas D. Lane

* Accepted at the ACM Internet Measurement Conference (IMC), 2021 

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Zero-Cost Proxies for Lightweight NAS


Jan 20, 2021
Mohamed S. Abdelfattah , Abhinav Mehrotra , Łukasz Dudziak , Nicholas D. Lane

* accepted at ICLR 2021 

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Bunched LPCNet : Vocoder for Low-cost Neural Text-To-Speech Systems


Aug 11, 2020
Ravichander Vipperla , Sangjun Park , Kihyun Choo , Samin Ishtiaq , Kyoungbo Min , Sourav Bhattacharya , Abhinav Mehrotra , Alberto Gil C. P. Ramos , Nicholas D. Lane

* Interspeech 2020 

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Iterative Compression of End-to-End ASR Model using AutoML


Aug 06, 2020
Abhinav Mehrotra , Łukasz Dudziak , Jinsu Yeo , Young-yoon Lee , Ravichander Vipperla , Mohamed S. Abdelfattah , Sourav Bhattacharya , Samin Ishtiaq , Alberto Gil C. P. Ramos , SangJeong Lee , Daehyun Kim , Nicholas D. Lane

* INTERSPEECH 2020 

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Graph Input Representations for Machine Learning Applications in Urban Network Analysis


Dec 11, 2019
Alessio Pagani , Abhinav Mehrotra , Mirco Musolesi


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Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities


Nov 16, 2017
Gatis Mikelsons , Matthew Smith , Abhinav Mehrotra , Mirco Musolesi

* 6 pages, 2 figures, In Proceedings of the NIPS Workshop on Machine Learning for Healthcare 2017 (ML4H 2017). Colocated with NIPS 2017 

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