Swaroop Ramaswamy | DeepAI

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Featured Co-authors

Peter Kairouz
43 publications
Françoise Beaufays
36 publications
H. Brendan McMahan
29 publications
Peter Chin
26 publications
Kanishka Rao
22 publications
Rajiv Mathews
21 publications
Khe Chai Sim
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Om Thakkar
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Ehsan Variani
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Daniel Ramage
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Mingqing Chen
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∙ 07/02/2022

UserLibri: A Dataset for ASR Personalization Using Only Text

Personalization of speech models on mobile devices (on-device personaliz...

0 Theresa Breiner, et al. ∙

∙ 10/31/2021

Revealing and Protecting Labels in Distributed Training

Distributed learning paradigms such as federated learning often involve ...

0 Trung Dang, et al. ∙

∙ 04/15/2021

A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It

End-to-end Automatic Speech Recognition (ASR) models are commonly traine...

0 Trung Dang, et al. ∙

∙ 09/21/2020

Training Production Language Models without Memorizing User Data

This paper presents the first consumer-scale next-word prediction (NWP) ...

0 Swaroop Ramaswamy, et al. ∙

∙ 06/12/2020

Understanding Unintended Memorization in Federated Learning

Recent works have shown that generative sequence models (e.g., language ...

0 Om Thakkar, et al. ∙

∙ 11/15/2019

Generative Models for Effective ML on Private, Decentralized Datasets

To improve real-world applications of machine learning, experienced mode...

29 Sean Augenstein, et al. ∙

∙ 06/11/2019

Federated Learning for Emoji Prediction in a Mobile Keyboard

We show that a word-level recurrent neural network can predict emoji fro...

0 Swaroop Ramaswamy, et al. ∙

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