Françoise Beaufays

According to our database1, Françoise Beaufays authored at least 62 papers between 1993 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2021
A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It.
CoRR, 2021

2020
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework.
CoRR, 2020

Training Production Language Models without Memorizing User Data.
CoRR, 2020

Understanding Unintended Memorization in Federated Learning.
CoRR, 2020

Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer.
Proceedings of the Interspeech 2020, 2020

Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Writing Across the World's Languages: Deep Internationalization for Gboard, the Google Keyboard.
CoRR, 2019

Federated Evaluation of On-device Personalization.
CoRR, 2019

Federated Learning for Emoji Prediction in a Mobile Keyboard.
CoRR, 2019

Federated Learning Of Out-Of-Vocabulary Words.
CoRR, 2019

An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models.
Proceedings of the Interspeech 2019, 2019

Federated Learning of N-Gram Language Models.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018
Applied Federated Learning: Improving Google Keyboard Query Suggestions.
CoRR, 2018

Federated Learning for Mobile Keyboard Prediction.
CoRR, 2018

2017
Abstract Intelligence: Embodying and Enabling Cognitive Systems by Mathematical Engineering.
Int. J. Cogn. Informatics Nat. Intell., 2017

Mobile Keyboard Input Decoding with Finite-State Transducers.
CoRR, 2017

Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping.
Proceedings of the Interspeech 2017, 2017

Pronunciation Learning with RNN-Transducers.
Proceedings of the Interspeech 2017, 2017

Transliterated Mobile Keyboard Input via Weighted Finite-State Transducers.
Proceedings of the 13th International Conference on Finite State Methods and Natural Language Processing, 2017

Speech Research at Google to Enable Universal Speech Interfaces.
Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016
Learning Personalized Pronunciations for Contact Name Recognition.
Proceedings of the Interspeech 2016, 2016

Personalized speech recognition on mobile devices.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learnings and innovations in speech recognition.
Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015
A Real-Time End-to-End Multilingual Speech Recognition Architecture.
IEEE J. Sel. Top. Signal Process., 2015

Fast and accurate recurrent neural network acoustic models for speech recognition.
Proceedings of the INTERSPEECH 2015, 2015

Large vocabulary automatic speech recognition for children.
Proceedings of the INTERSPEECH 2015, 2015

Composition-based on-the-fly rescoring for salient n-gram biasing.
Proceedings of the INTERSPEECH 2015, 2015

Garbage modeling for on-device speech recognition.
Proceedings of the INTERSPEECH 2015, 2015

Learning acoustic frame labeling for speech recognition with recurrent neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automatic pronunciation verification for speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Fix it where it fails: Pronunciation learning by mining error corrections from speech logs.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Long short term memory neural network for keyboard gesture decoding.
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.
CoRR, 2014

Long short-term memory recurrent neural network architectures for large scale acoustic modeling.
Proceedings of the INTERSPEECH 2014, 2014

Pronunciation learning for named-entities through crowd-sourcing.
Proceedings of the INTERSPEECH 2014, 2014

2013
Written-domain language modeling for automatic speech recognition.
Proceedings of the INTERSPEECH 2013, 2013

Language model verbalization for automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Language model capitalization.
Proceedings of the IEEE International Conference on Acoustics, 2013

Mixture of mixture n-gram language models.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

Search results based N-best hypothesis rescoring with maximum entropy classification.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Recognition of multilingual speech in mobile applications.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Recognizing English queries in Mandarin Voice Search.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Unsupervised discovery and training of maximally dissimilar cluster models.
Proceedings of the INTERSPEECH 2010, 2010

2009
Revisiting graphemes with increasing amounts of data.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Deploying GOOG-411: Early lessons in data, measurement, and testing.
Proceedings of the IEEE International Conference on Acoustics, 2008

2003
Learning linguistically valid pronunciations from acoustic data.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Learning Name Pronunciations in Automatic Speech Recognition Systems.
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.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Porting channel robustness across languages.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

1999
Robust text-independent speaker identification over telephone channels.
IEEE Trans. Speech Audio Process., 1999

Discriminative mixture weight estimation for large Gaussian mixture models.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1997
Diagrammatic Methods for Deriving and Relating Temporal Neural Network Algorithms.
Proceedings of the Adaptive Processing of Sequences and Data Structures, 1997

Neural-network based measures of confidence for word recognition.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Model transformation for robust speaker recognition from telephone data.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Diagrammatic Derivation of Gradient Algorithms for Neural Networks.
Neural Comput., 1996

1995
Transform-domain adaptive filters: an analytical approach.
IEEE Trans. Signal Process., 1995

Training data clustering for improved speech recognition.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

1994
Application of neural networks to load-frequency control in power systems.
Neural Networks, 1994

Relating Real-Time Backpropagation and Backpropagation-Through-Time: An Application of Flow Graph Interreciprocity.
Neural Comput., 1994

1993
Learning algorithms for adaptive processing and control.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993


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