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Picture for Giovanni Motta

Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework

Oct 29, 2020
Dhruv Guliani, Francoise Beaufays, Giovanni Motta

* Paper submitted to ICASSP 2021 

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Low-rank Gradient Approximation For Memory-Efficient On-device Training of Deep Neural Network

Jan 24, 2020
Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Françoise Beaufays, Giovanni Motta

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Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities

Dec 14, 2019
Khe Chai Sim, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang, Leif Johnson, Giovanni Motta, Lillian Zhou

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