Françoise Beaufays
Co-Authors
-
Alexander
Gruenstein
-
Andrew W.
Senior
-
Bill
Byrne
-
Brian Roark
-
Carolina
Parada
-
Ciprian
Chelba
-
Cyril
Allauzen
-
Daisy
Stanton
-
Fuchun
Peng
-
Golan Pundak
-
Hank
Liao
-
Hasim Sak
-
Hui Lin
-
Kanishka
Rao
-
Keith B.
Hall
-
Larry P.
Heck
-
Leonid
Velikovich
-
Maryam Kamvar
-
Michael
Riley
-
Michiel
Bacchiani
-
Mike
Schuster
-
Olivier
Siohan
-
Ouais
Alsharif
-
Raziel
Alvarez
-
Rohit
Prabhavalkar
-
Shumin
Zhai
-
Tara N.
Sainath
-
Thad
Hughes
-
Thomas M.
Breuel
-
Tom Ouyang
-
Trevor Strohman
-
Vincent
Vanhoucke
Google Publications
-
Learning Personalized Pronunciations for Contact Names Recognition
Tony Bruguier, Fuchun Peng, Francoise Beaufays
Interspeech 2016 (to appear)
-
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
Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE (2016)
-
Automatic Pronunciation Verification for Speech Recognition
Kanishka Rao, Fuchun Peng, Françoise Beaufays
ICASSP (2015)
-
Composition-based on-the-fly rescoring for salient n-gram biasing
Keith Hall, Eunjoon Cho, Cyril Allauzen, Francoise Beaufays, Noah Coccaro, Kaisuke Nakajima, Michael Riley, Brian Roark, David Rybach, Linda Zhang
Interspeech 2015, International Speech Communications Association
-
Fix It Where It Fails: Pronunciation Learning by Mining Error Corrections from Speech Logs
Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Françoise Beaufays, Trevor Strohman
ICASSP (2015)
-
Garbage Modeling for On-device Speech Recognition
Christophe Van Gysel, Leonid Velikovich, Ian McGraw, Françoise Beaufays
Interspeech 2015, International Speech Communications Association (to appear)
-
Grapheme-to-Phoneme Conversion Using Long Short-Term Memory Recurrent Neural Networks
Kanishka Rao, Fuchun Peng, Hasim Sak, Françoise Beaufays
ICASSP (2015)
-
Large Vocabulary Automatic Speech Recognition for Children
Hank Liao, Golan Pundak, Olivier Siohan, Melissa Carroll, Noah Coccaro, Qi-Ming Jiang, Tara N. Sainath, Andrew Senior, Françoise Beaufays, Michiel Bacchiani
Interspeech (2015)
-
Long-Short Term Memory Neural Network for Keyboard Gesture Recognition
Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas Breuel, Johan Schalkwyk
International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2015)
-
Pronunciation Learning for Named-Entities through Crowd-Sourcing
Attapol Rutherford, Fuchun Peng, Françoise Beaufays
Proceedings of Interspeech (2014)
-
Language Model Verbalization for Automatic Speech Recognition
Hasim Sak, Françoise Beaufays, Kaisuke Nakajima, Cyril Allauzen
Proc ICASSP, IEEE (2013)
-
Language Modeling Capitalization
Françoise Beaufays, Brian Strope
Proc ICASSP, IEEE (2013) (to appear)
-
Search Results Based N-Best Hypothesis Rescoring With Maximum Entropy Classification
Fuchun Peng, Scott Roy, Ben Shahshahani, Françoise Beaufays
Proceedings of ASRU (2013)
-
Written-Domain Language Modeling for Automatic Speech Recognition
Hasim Sak, Yun-hsuan Sung, Françoise Beaufays, Cyril Allauzen
Interspeech (2013)
-
Recognition of Multilingual Speech in Mobile Applications
Hui Lin, Jui-Ting Huang, Francoise Beaufays, Brian Strope, Yun-hsuan Sung
ICASSP (2012)
-
Recognizing English Queries in Mandarin Voice Search
Hung-An Chang, Yun-hsuan Sung, Brian Strope, Francoise Beaufays
ICASSP (2011)
-
Google Search by Voice: A Case Study
Johan Schalkwyk, Doug Beeferman, Francoise Beaufays, Bill Byrne, Ciprian Chelba, Mike Cohen, Maryam Garrett, Brian Strope
Advances in Speech Recognition: Mobile Environments, Call Centers and Clinics, Springer (2010), pp. 61-90
-
Unsupervised Discovery and Training of Maximally Dissimilar Cluster Models
Francoise Beaufays, Vincent Vanhoucke, Brian Strope
Proc Interspeech (2010)
-
Revisiting Graphemes with Increasing Amounts of Data
Yun-Hsuan Sung, Thad Hughes, Francoise Beaufays, Brian Strope
ICASSP, IEEE (2009)
-
Deploying GOOG-411: Early Lessons in Data, Measurement, and Testing
Michiel Bacchiani, Francoise Beaufays, Johan Schalkwyk, Mike Schuster, Brian Strope
Proc. ICASSP (2008)
Previous Publications
-
Learning Linguistically Valid Pronunciations from Acoustic Data
Francoise Beaufays, Ananth Sankar, Shaun Williams, Mitchel Weintraub
Proc. Eurospeech (2003)
-
Learning Name Pronunciations in Automatic Speech Recognition Systems
Francoise Beaufays, Ananth Sankar, Shaun Williams, Mitchel Weintraub
Proc. ICTAI (2003)
-
Speech Recognition Technology
Francoise Beaufays, Herve Bourlard, Horacio Franco
The Handbook of Brain Theory and Neural Networks, MIT Press (2003)
-
Using Speech/Non-Speech Detection to Bias Recognition Search on Noisy Data
Francoise Beaufays, Daniel Boies, Mitchel Weintraub, Qifeng Zhu
Proc. ICASSP (2003)
-
Porting Channel Robustness Across Languages
Francoise Beaufays, Daniel Boies, Mitchel Weintraub
Proc. ICSLP (2002)
-
Speech Recognition Technology
Francoise Beaufays, Herve Bourlard, Horacio Franco, Nelson Morgan
Handbook of Brain Theory and Neural Networks, MIT Press (2002)
-
Discriminative Mixture Weight Estimation for Large Gaussian Mixture Models
Francoise Beaufays, Mitchel Weintraub, Yochai Konig
Proc. ICASSP (1999)
-
Robust Text-Independent Speaker Identification over Telephone Channels
Hema Murthy, Francoise Beaufays, Larry Heck
IEEE Trans. on Speech and Audio Processing, vol. 7 (1999)
-
Robustness of Noisy Speech Features Using Neural Networks
Mitchel Weintraub, Francoise Beaufays
Proc. Workshop on Robust Methods for Speech Recognition in Adverse Conditions (1999)
-
DYNAMO: An Algorithm for Dynamic Acoustic Modeling
Francoise Beaufays, Mitchel Weintraub, Yochai Konig
Proc. 1998 DARPA Broadcast News Transcription and Understanding Workshop
-
Diagrammatic Methods for Deriving and Relating Temporal Neural Network Algorithms
Lecture notes from the Caianiello Summer School on Adaptive Processing of Sequences, Springer-Verlag (1998)
-
Feature Extraction for Speaker Identification
Hema Murthy, Francoise Beaufays, Larry Heck, Mitchel Weintraub
Proc. Signal Processing, Communications and Networking (1997)
-
Neural - Network Based Measures of Confidence for Word Recognition
Mitch Weintraub, Francoise Beaufays, Ze'ev Rivlin, Yochai Konig, Andreas Stolcke
Proc. ICASSP (1997)
-
Transformation for Robust Speaker Recognition from Telephone Data
Francoise Beaufays, Mitchel Weintraub
Proc. ICASSP (1997)
-
Diagrammatic Derivation of Gradient Algorithms for Neural Networks
Eric Wan, Francoise Beaufays
Neural Computation (1996)
-
Feature Extraction and Model Training for Robust Speech Recognition
Ananth Sankar, Andreas Stolcke, Tom Chung, Leo Neumeyer, Mitchel Weintraub, Horacio Franco, Francoise Beaufays
Proc. ARPA Speech Recognition Workshop (1996)
-
On the Advantages of the LMS Spectrum Analyzer over Non-Adaptive Implementations of the Sliding-DFT
Francoise Beaufays, Bernard Widrow
IEEE Trans. on Circuits and Systems (1995)
-
Orthogonalizing Adaptive Algorithms: RLS, DFT/LMS, and DCT/LMS
Adaptive Inverse Control, B. Widrow and E. Walach (1995)
-
Training Data Clustering for Improved Speech Recognition
Ananth Sankar, Francoise Beaufays, Vassilios Digalakis
Proc. Eurospeech (1995)
-
Transform Domain Adaptive Filters: An Analytical Approach
IEEE Trans. on Signal Proc. (1995)
-
Two-Layer Linear Structures for Fast Adaptive Filtering
Ph.D. Thesis, Information Systems Laboratory, Department of Electrical Engineering, Stanford University (1995)
-
A Simple Approach to Derive Gradient Algorithms for Arbitrary Neural Network Structures
Eric Wan, Francoise Beaufays
Proc. WCNN (1994)
-
A Unified Approach to Derive Gradient Algorithms for Arbitrary Neural Network Structures
Francoise Beaufays, Eric Wan
Proc. ICANN (1994)
-
An Efficient First-Order Stochastic Algorithm for Lattice Filters
Francoise Beaufays, Eric Wan
Proc. ICANN (1994)
-
Neural Networks to Load-Frequency Control in Power Systems
Francoise Beaufays, Yousef Abdel-Magid, Bernard Widrow
Neural Networks, vol. 7 (1994), pp. 183-194
-
Relating Real-Time Backpropagation and Backpropagation Through-Time: An Application of Flow Graph Interreciprocity
Francoise Beaufays, Eric Wan
Neural Computation (1994)
-
Simple Approach to Derive Gradient Algorithms for Arbitrary Neural Network Structures
Eric Wan, Francoise Beaufays
Proc. WCNN (1994)
-
Two-Layer Linear Structures for Fast Adaptive Filtering
Francoise Beaufays, Bernard Widrowe
Proc. WCNN (1994)
-
Simple Algorithms for Fast Adaptive Filtering
Francoise Beaufays, Bernard Widrow
Proc. of the Fifth Workshop on Neural Networks, WNN93/FNN93 (1993)
