Françoise Beaufays

Department of Electrical Engineering, Stanford University, Stanford, CA 94305-4055 USA

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Papers46 papers

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Federated Learning of N-Gram Language Models

Mingqing Chen,Ananda Theertha Suresh, Rajiv Mathews, Adeline Wong,Cyril Allauzen,Françoise Beaufays, Michael Riley

2985986882, pp.121-130, (2019)

Cited by11EIBibtex

Federated Learning for Emoji Prediction in a Mobile Keyboard

Swaroop Ramaswamy, Rajiv Mathews, Kanishka Rao,Françoise Beaufays

CoRR, (2019)

EIBibtex

Federated Learning Of Out-Of-Vocabulary Words

Mingqing Chen, Rajiv Mathews,Tom Ouyang,Françoise Beaufays

arXiv: Computation and Language, (2019)

EIBibtex

Federated Learning for Mobile Keyboard Prediction

Hard Andrew,Rao Kanishka, Mathews Rajiv, Ramaswamy Swaroop,Beaufays Françoise, Augenstein Sean, Eichner Hubert,Kiddon Chloé,Ramage Daniel

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Federated Learning for Mobile Keyboard Prediction

Andrew Hard, Kanishka Rao, Rajiv Mathews,Françoise Beaufays, Sean Augenstein, Hubert Eichner,Chloé Kiddon,Daniel Ramage

arXiv: Computation and Language, (2018)

Cited by2EIBibtex

Mobile Keyboard Input Decoding with Finite-State Transducers

Tom Ouyang,David Rybach,Françoise Beaufays,Michael Riley

arXiv: Computation and Language, (2017)

Cited by13EIBibtex

Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering

Fumio Mizoguchi,Yingxu Wang,Shushma Patel,Victor Raskin,Shusaku Tsumoto,George Baciu,Bernard Widrow,Lotfi A. Zadeh,Newton Howard,Françoise Beaufays,D. Frank Hsu,Guiming Luo

International Journal of Cognitive Informatics and Natural Intelligence, no. 1 (2017): 1-15

Cited by11EIBibtex

Pronunciation Learning with RNN-Transducers

Antoine Bruguier, Danushen Gnanapragasam,Leif Johnson,Kanishka Rao,Françoise Beaufays

INTERSPEECH, pp.2556-2560, (2017)

Cited by6EIBibtex

Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers

Lars Hellsten,Brian Roark,Prasoon Goyal,Cyril Allauzen,Françoise Beaufays,Tom Ouyang,Michael Riley,David Rybach

FSMNLP, pp.10-19, (2017)

Cited by15EIBibtex

Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping

Hasim Sak,Matt Shannon,Kanishka Rao,Françoise Beaufays

INTERSPEECH, pp.1298-1302, (2017)

Cited by62EIBibtex

Learning Personalized Pronunciations for Contact Names Recognition

Tony Bruguier,Fuchun Peng,Françoise Beaufays

conference of the international speech communication association, pp.3096-3100, (2016)

Cited by1Bibtex

Learnings and innovations in speech recognition

Françoise Beaufays

ICCI*CC, (2016)

EIBibtex

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,Françoise Beaufays,Carolina Parada

ICASSP, (2016)

Cited by107EIBibtex

Long short term memory neural network for keyboard gesture decoding

Ouais Alsharif,Tom Ouyang,Françoise Beaufays,Shumin Zhai,Thomas Breuel,Johan Schalkwyk

IEEE International Conference on Acoustics, Speech and SP, (2015)

Cited by27EIBibtex

Learning acoustic frame labeling for speech recognition with recurrent neural networks

Hasim Sak,Andrew W. Senior,Kanishka Rao,Ozan Irsoy,Alex Graves,Françoise Beaufays,Johan Schalkwyk

IEEE International Conference on Acoustics, Speech and SP, (2015)

Cited by141EIBibtex

Large vocabulary automatic speech recognition for children

Hank Liao,Golan Pundak,Olivier Siohan, Melissa K. Carroll,Noah Coccaro, Qi-Ming Jiang,Tara N. Sainath,Andrew W. Senior,Françoise Beaufays,Michiel Bacchiani

INTERSPEECH, pp.1611-1615, (2015)

Cited by75EIBibtex

Garbage modeling for on-device speech recognition

Christophe Van Gysel,Leonid Velikovich, Ian McGraw,Françoise Beaufays

INTERSPEECH, pp.2127-2131, (2015)

EIBibtex

Fast and Accurate Recurrent Neural Network Acoustic Models for Speech Recognition

Hasim Sak,Andrew W. Senior,Kanishka Rao,Françoise Beaufays

Annual Conference of the International Speech Communication Association, (2015): 1468-1472

Cited by332EIBibtex

Automatic pronunciation verification for speech recognition

Kanishka Rao,Fuchun Peng,Françoise Beaufays

IEEE International Conference on Acoustics, Speech and SP, pp.5162-5166, (2015)

Cited by5EIWOSBibtex

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs

Zhenzhen Kou,Daisy Stanton,Fuchun Peng,Françoise Beaufays,Trevor Strohman

IEEE International Conference on Acoustics, Speech and SP, (2015)

Cited by9EIBibtex

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