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Rogier van Dalen

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Globally Normalising the Transducer for Streaming Speech Recognition

Jul 20, 2023
Rogier van Dalen

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Sumformer: A Linear-Complexity Alternative to Self-Attention for Speech Recognition

Jul 12, 2023
Titouan Parcollet, Rogier van Dalen, Shucong Zhang, Sourav Bhattacharya

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Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices

Jul 18, 2022
Mingbin Xu, Congzheng Song, Ye Tian, Neha Agrawal, Filip Granqvist, Rogier van Dalen, Xiao Zhang, Arturo Argueta, Shiyi Han, Yaqiao Deng, Leo Liu, Anmol Walia, Alex Jin

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Training a Tokenizer for Free with Private Federated Learning

Mar 15, 2022
Eugene Bagdasaryan, Congzheng Song, Rogier van Dalen, Matt Seigel, Áine Cahill

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Enforcing fairness in private federated learning via the modified method of differential multipliers

Sep 17, 2021
Borja Rodríguez-Gálvez, Filip Granqvist, Rogier van Dalen, Matt Seigel

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Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications

Feb 16, 2021
Matthias Paulik, Matt Seigel, Henry Mason, Dominic Telaar, Joris Kluivers, Rogier van Dalen, Chi Wai Lau, Luke Carlson, Filip Granqvist, Chris Vandevelde, Sudeep Agarwal, Julien Freudiger, Andrew Byde, Abhishek Bhowmick, Gaurav Kapoor, Si Beaumont, Áine Cahill, Dominic Hughes, Omid Javidbakht, Fei Dong, Rehan Rishi, Stanley Hung

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Improving on-device speaker verification using federated learning with privacy

Aug 06, 2020
Filip Granqvist, Matt Seigel, Rogier van Dalen, Áine Cahill, Stephen Shum, Matthias Paulik

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