Antoine Bruguier

According to our database, Antoine Bruguier authored at least 23 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Partial Rewriting for Multi-Stage ASR.

Antoine Bruguier, David Qiu, Yanzhang He

CoRR, 2023

Sharing Low Rank Conformer Weights for Tiny Always-On Ambient Speech Recognition Models.

Steven M. Hernandez, Ding Zhao, Shaojin Ding, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He, Ian McGraw

Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Cascaded Streaming ASR System Via Frame Rate Reduction.

Xingyu Cai, David Qiu, Shaojin Ding, Dongseong Hwang, Weiran Wang, Antoine Bruguier, Rohit Prabhavalkar, Tara N. Sainath, Yanzhang He

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Flickering Reduction with Partial Hypothesis Reranking for Streaming ASR.

Antoine Bruguier, David Qiu, Trevor Strohman, Yanzhang He

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Neural-FST Class Language Model for End-to-End Speech Recognition.

Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer.

Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency.

Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

CoRR, 2020

Anti-Aliasing Regularization in Stacking Layers.

Antoine Bruguier, Ananya Misra, Arun Narayanan, Rohit Prabhavalkar

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency.

Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Algorithmic Exploration of American English Dialects.

Alëna Aksënova, Antoine Bruguier, Amanda Ritchart-Scott, Uri Mendlovic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon

CoRR, 2019

Model Unit Exploration for Sequence-to-Sequence Speech Recognition.

Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen

CoRR, 2019

Better Morphology Prediction for Better Speech Systems.

Dravyansh Sharma, Melissa Wilson, Antoine Bruguier

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition.

Kazuki Irie, Rohit Prabhavalkar, Anjuli Kannan, Antoine Bruguier, David Rybach, Patrick Nguyen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Phoneme-Based Contextualization for Cross-Lingual Speech Recognition in End-to-End Models.

Ke Hu, Antoine Bruguier, Tara N. Sainath, Rohit Prabhavalkar, Golan Pundak

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Phoebe: Pronunciation-aware Contextualization for End-to-end Speech Recognition.

Antoine Bruguier, Rohit Prabhavalkar, Golan Pundak, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Sequence-to-sequence Neural Network Model with 2D Attention for Learning Japanese Pitch Accents.

Antoine Bruguier, Heiga Zen, Arkady Arkhangorodsky

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Dictionary Augmented Sequence-to-Sequence Neural Network for Grapheme to Phoneme Prediction.

Antoine Bruguier, Anton Bakhtin, Dravyansh Sharma

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2017

Pronunciation Learning with RNN-Transducers.

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

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

NN-Grams: Unifying Neural Network and n-Gram Language Models for Speech Recognition.

Babak Damavandi, Shankar Kumar, Noam Shazeer, Antoine Bruguier

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Learning Personalized Pronunciations for Contact Name Recognition.

Antoine Bruguier, Fuchun Peng, Françoise Beaufays

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

On the compression of recurrent neural networks with an application to LVCSR acoustic modeling for embedded speech recognition.

Rohit Prabhavalkar, Ouais Alsharif, Antoine Bruguier, Ian McGraw

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2008

Investigating signal integration with canonical correlation analysis of fMRI brain activation data.

Antoine Bruguier, Kerstin Preuschoff, Steven Quartz, Peter Bossaerts

NeuroImage, 2008