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Enabling On-Device Training of Speech Recognition Models with Federated Dropout



Dhruv Guliani , Lillian Zhou , Changwan Ryu , Tien-Ju Yang , Harry Zhang , Yonghui Xiao , Francoise Beaufays , Giovanni Motta

* \c{opyright} 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses 

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



Dhruv Guliani , Francoise Beaufays , Giovanni Motta

* Paper submitted to ICASSP 2021 

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Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer



Yuan Shangguan , Kate Knister , Yanzhang He , Ian McGraw , Francoise Beaufays

* Submitted to Interspeech 2020 

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Personalized Speech recognition on mobile devices



Ian McGraw , Rohit Prabhavalkar , Raziel Alvarez , Montse Gonzalez Arenas , Kanishka Rao , David Rybach , Ouais Alsharif , Hasim Sak , Alexander Gruenstein , Francoise Beaufays , Carolina Parada


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