Françoise Beaufays

According to our database¹, Françoise Beaufays authored at least 84 papers between 1993 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of two.

Timeline

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In proceedings

Article

PhD thesis

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On csauthors.net:

Bibliography

2024

Extending Multilingual Speech Synthesis to 100+ Languages without Transcribed Data.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Improving Speech Recognition for African American English With Audio Classification.

[BibT_eX]

[DOI]

Tsendsuren Munkhdalai

Pedro Moreno Mengibar

CoRR, 2023

Mixture-of-Expert Conformer for Streaming Multilingual ASR.

[BibT_eX]

[DOI]

CoRR, 2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

[BibT_eX]

[DOI]

CoRR, 2023

Online Model Compression for Federated Learning with Large Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Domain Adaptation for Speech Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2022

Handling Compounding in Mobile Keyboard Input.

[BibT_eX]

[DOI]

CoRR, 2022

Federated Pruning: Improving Neural Network Efficiency with Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Production federated keyword spotting via distillation, filtering, and joint federated-centralized training.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Extracting Targeted Training Data from ASR Models, and How to Mitigate It.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Partial Variable Training for Efficient on-Device Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition.

[BibT_eX]

[DOI]

Tsendsuren Munkhdalai

Proceedings of the IEEE International Conference on Acoustics, 2022

Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Enabling On-Device Training of Speech Recognition Models With Federated Dropout.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device.

[BibT_eX]

[DOI]

CoRR, 2021

On-Device Personalization of Automatic Speech Recognition Models for Disordered Speech.

[BibT_eX]

[DOI]

CoRR, 2021

Revealing and Protecting Labels in Distributed Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Robust Continuous On-Device Personalization for Automatic Speech Recognition.

[BibT_eX]

[DOI]

Tsendsuren Munkhdalai

Françoise Beaufays

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

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

[BibT_eX]

[DOI]

Dhruv Guliani

Françoise Beaufays

Giovanni Motta

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Training Production Language Models without Memorizing User Data.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Unintended Memorization in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Writing Across the World's Languages: Deep Internationalization for Gboard, the Google Keyboard.

[BibT_eX]

[DOI]

CoRR, 2019

Federated Evaluation of On-device Personalization.

[BibT_eX]

[DOI]

CoRR, 2019

Federated Learning for Emoji Prediction in a Mobile Keyboard.

[BibT_eX]

[DOI]

CoRR, 2019

Federated Learning Of Out-Of-Vocabulary Words.

[BibT_eX]

[DOI]

CoRR, 2019

An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models.

[BibT_eX]

[DOI]

Khe Chai Sim

Petr Zadrazil

Françoise Beaufays

Proceedings of the Interspeech 2019, 2019

Federated Learning of N-Gram Language Models.

[BibT_eX]

[DOI]

Mingqing Chen

Ananda Theertha Suresh

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities.

[BibT_eX]

[DOI]

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Applied Federated Learning: Improving Google Keyboard Query Suggestions.

[BibT_eX]

[DOI]

CoRR, 2018

Federated Learning for Mobile Keyboard Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering.

[BibT_eX]

[DOI]

Int. J. Cogn. Informatics Nat. Intell., 2017

Mobile Keyboard Input Decoding with Finite-State Transducers.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Pronunciation Learning with RNN-Transducers.

[BibT_eX]

[DOI]

Antoine Bruguier

Danushen Gnanapragasam

Leif Johnson

Kanishka Rao

Françoise Beaufays

Proceedings of the Interspeech 2017, 2017

Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Finite State Methods and Natural Language Processing, 2017

Speech Research at Google to Enable Universal Speech Interfaces.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Learning Personalized Pronunciations for Contact Name Recognition.

[BibT_eX]

[DOI]

Antoine Bruguier

Fuchun Peng

Françoise Beaufays

Proceedings of the Interspeech 2016, 2016

Personalized speech recognition on mobile devices.

[BibT_eX]

[DOI]

Ian McGraw

Rohit Prabhavalkar

Raziel Alvarez

Montse Gonzalez Arenas

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learnings and innovations in speech recognition.

[BibT_eX]

[DOI]

Françoise Beaufays

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015

A Real-Time End-to-End Multilingual Speech Recognition Architecture.

[BibT_eX]

[DOI]

Javier Gonzalez-Dominguez

IEEE J. Sel. Top. Signal Process., 2015

Fast and accurate recurrent neural network acoustic models for speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Large vocabulary automatic speech recognition for children.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Composition-based on-the-fly rescoring for salient n-gram biasing.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Garbage modeling for on-device speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Learning acoustic frame labeling for speech recognition with recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automatic pronunciation verification for speech recognition.

[BibT_eX]

[DOI]

Kanishka Rao

Fuchun Peng

Françoise Beaufays

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Long short term memory neural network for keyboard gesture decoding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition.

[BibT_eX]

[DOI]

Hasim Sak

Andrew W. Senior

Françoise Beaufays

CoRR, 2014

Long short-term memory recurrent neural network architectures for large scale acoustic modeling.

[BibT_eX]

[DOI]

Hasim Sak

Andrew W. Senior

Françoise Beaufays

Proceedings of the INTERSPEECH 2014, 2014

Pronunciation learning for named-entities through crowd-sourcing.

[BibT_eX]

[DOI]

Attapol T. Rutherford

Fuchun Peng

Françoise Beaufays

Proceedings of the INTERSPEECH 2014, 2014

2013

Written-domain language modeling for automatic speech recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Language model verbalization for automatic speech recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Language model capitalization.

[BibT_eX]

[DOI]

Françoise Beaufays

Brian Strope

Proceedings of the IEEE International Conference on Acoustics, 2013

Mixture of mixture n-gram language models.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

Search results based N-best hypothesis rescoring with maximum entropy classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Recognition of multilingual speech in mobile applications.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Recognizing English queries in Mandarin Voice Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Unsupervised discovery and training of maximally dissimilar cluster models.

[BibT_eX]

[DOI]

Françoise Beaufays

Vincent Vanhoucke

Brian Strope

Proceedings of the INTERSPEECH 2010, 2010

2009

Revisiting graphemes with increasing amounts of data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Deploying GOOG-411: Early lessons in data, measurement, and testing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2003

Learning linguistically valid pronunciations from acoustic data.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Learning Name Pronunciations in Automatic Speech Recognition Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Using speech/non-speech detection to bias recognition search on noisy data.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Porting channel robustness across languages.

[BibT_eX]

[DOI]

Françoise Beaufays

Daniel Boies

Mitch Weintraub

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

1999

Robust text-independent speaker identification over telephone channels.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 1999

Discriminative mixture weight estimation for large Gaussian mixture models.

[BibT_eX]

[DOI]

Françoise Beaufays

Mitchel Weintraub

Yochai Konig

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997

Diagrammatic Methods for Deriving and Relating Temporal Neural Network Algorithms.

[BibT_eX]

[DOI]

Eric A. Wan

Françoise Beaufays

Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Neural-network based measures of confidence for word recognition.

[BibT_eX]

[DOI]

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Model transformation for robust speaker recognition from telephone data.

[BibT_eX]

[DOI]

Françoise Beaufays

Mitch Weintraub

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Diagrammatic Derivation of Gradient Algorithms for Neural Networks.

[BibT_eX]

[DOI]

Eric A. Wan

Françoise Beaufays

Neural Comput., 1996

1995

Transform-domain adaptive filters: an analytical approach.

[BibT_eX]

[DOI]

Françoise Beaufays

IEEE Trans. Signal Process., 1995

Training data clustering for improved speech recognition.

[BibT_eX]

[DOI]

Ananth Sankar

Françoise Beaufays

Vassilios Digalakis

Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1994

Application of neural networks to load-frequency control in power systems.

[BibT_eX]

[DOI]

Françoise Beaufays

Youssef Lotfy Abdel-Magid

Bernard Widrow

Neural Networks, 1994

Relating Real-Time Backpropagation and Backpropagation-Through-Time: An Application of Flow Graph Interreciprocity.

[BibT_eX]

[DOI]

Françoise Beaufays

Eric A. Wan

Neural Comput., 1994

1993

Learning algorithms for adaptive processing and control.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

Françoise Beaufays

Timeline

Legend:

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On csauthors.net:

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