Franoise Beaufays
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
57
Venues
5
Active years
1995–2025
Best venue rank
Multiconference
Where they publish
Papers
57 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICASSP | Speech Re-Painting for Robust ASR. | Kyle Kastner, Gary Wang, Isaac Elias, Takaaki Saeki, Pedro Moreno Mengibar, Franoise Beaufays, Andrew Rosenberg, Bhuvana Ramabhadran |
| 2024 | ICASSP | Improving Speech Recognition for African American English with Audio Classification. | Shefali Garg, Zhouyuan Huo, Khe Chai Sim, Suzan Schwartz, Mason Chua, Alna Aksnova, Tsendsuren Munkhdalai, Levi King, Darryl Wright, Zion Mengesha, Dongseong Hwang, Tara N. Sainath, Franoise Beaufays, Pedro Moreno Mengibar |
| 2024 | ICASSP | Extending Multilingual Speech Synthesis to 100+ Languages without Transcribed Data. | Takaaki Saeki, Gary Wang, Nobuyuki Morioka, Isaac Elias, Kyle Kastner, Andrew Rosenberg, Bhuvana Ramabhadran, Heiga Zen, Franoise Beaufays, Hadar Shemtov |
| 2023 | ICASSP | Lego-Features: Exporting Modular Encoder Features for Streaming and Deliberation ASR. | Rami Botros, Rohit Prabhavalkar, Johan Schalkwyk, Ciprian Chelba, Tara N. Sainath, Franoise Beaufays |
| 2023 | ICASSP | Efficient Domain Adaptation for Speech Foundation Models. | Bo Li, Dongseong Hwang, Zhouyuan Huo, Junwen Bai, Guru Prakash, Tara N. Sainath, Khe Chai Sim, Yu Zhang, Wei Han, Trevor Strohman, Franoise Beaufays |
| 2023 | ICASSP | Online Model Compression for Federated Learning with Large Models. | Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Franoise Beaufays, Rajiv Mathews, Mingqing Chen |
| 2023 | Interspeech | Mixture-of-Expert Conformer for Streaming Multilingual ASR. | Ke Hu, Bo Li, Tara N. Sainath, Yu Zhang, Franoise Beaufays |
| 2022 | ICASSP | A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter IT. | Trung Dang, Om Thakkar, Swaroop Ramaswamy, Rajiv Mathews, Peter Chin, Franoise Beaufays |
| 2022 | ICASSP | Enabling On-Device Training of Speech Recognition Models With Federated Dropout. | Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Franoise Beaufays, Giovanni Motta |
| 2022 | ICASSP | Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning. | Dongseong Hwang, Ananya Misra, Zhouyuan Huo, Nikhil Siddhartha, Shefali Garg, David Qiu, Khe Chai Sim, Trevor Strohman, Franoise Beaufays, Yanzhang He |
| 2022 | ICASSP | Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition. | Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Trevor Strohman, Franoise Beaufays |
| 2022 | ICASSP | Partial Variable Training for Efficient on-Device Federated Learning. | Tien-Ju Yang, Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 2022 | ICASSP | Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. | Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Franoise Beaufays |
| 2022 | Interspeech | Extracting Targeted Training Data from ASR Models, and How to Mitigate It. | Ehsan Amid, Om Dipakbhai Thakkar, Arun Narayanan, Rajiv Mathews, Franoise Beaufays |
| 2022 | Interspeech | Production federated keyword spotting via distillation, filtering, and joint federated-centralized training. | Andrew Hard, Kurt Partridge, Neng Chen, Sean Augenstein, Aishanee Shah, Hyun Jin Park, Alex Park, Sara Ng, Jessica Nguyen, Ignacio Lpez-Moreno, Rajiv Mathews, Franoise Beaufays |
| 2022 | Interspeech | Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device. | Zhouyuan Huo, Dongseong Hwang, Khe Chai Sim, Shefali Garg, Ananya Misra, Nikhil Siddhartha, Trevor Strohman, Franoise Beaufays |
| 2022 | Interspeech | Federated Pruning: Improving Neural Network Efficiency with Federated Learning. | Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Franoise Beaufays |
| 2021 | ICASSP | Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. | Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 2021 | Interspeech | Robust Continuous On-Device Personalization for Automatic Speech Recognition. | Khe Chai Sim, Angad Chandorkar, Fan Gao, Mason Chua, Tsendsuren Munkhdalai, Franoise Beaufays |
| 2020 | ICASSP | Low-Rank Gradient Approximation for Memory-Efficient on-Device Training of Deep Neural Network. | Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Franoise Beaufays, Giovanni Motta |
| 2020 | Interspeech | Analyzing the Quality and Stability of a Streaming End-to-End On-Device Speech Recognizer. | Yuan Shangguan, Kate Knister, Yanzhang He, Ian McGraw, Franoise Beaufays |
| 2019 | ASRU | Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. | Khe Chai Sim, Leif Johnson, Giovanni Motta, Lillian Zhou, Franoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang |
| 2019 | CoNLL | Federated Learning of N-Gram Language Models. | Mingqing Chen, Ananda Theertha Suresh, Rajiv Mathews, Adeline Wong, Cyril Allauzen, Franoise Beaufays, Michael Riley |
| 2019 | Interspeech | An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models. | Khe Chai Sim, Petr Zadrazil, Franoise Beaufays |
| 2017 | Interspeech | Pronunciation Learning with RNN-Transducers. | Antoine Bruguier, Danushen Gnanapragasam, Leif Johnson, Kanishka Rao, Franoise Beaufays |
| 2017 | Interspeech | Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping. | Hasim Sak, Matt Shannon, Kanishka Rao, Franoise Beaufays |
| 2016 | ICASSP | 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, Franoise Beaufays, Carolina Parada |
| 2016 | Interspeech | Learning Personalized Pronunciations for Contact Name Recognition. | Antoine Bruguier, Fuchun Peng, Franoise Beaufays |
| 2015 | ICASSP | Long short term memory neural network for keyboard gesture decoding. | Ouais Alsharif, Tom Ouyang, Franoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk |
| 2015 | ICASSP | Fix it where it fails: Pronunciation learning by mining error corrections from speech logs. | Zhenzhen Kou, Daisy Stanton, Fuchun Peng, Franoise Beaufays, Trevor Strohman |
| 2015 | ICASSP | Automatic pronunciation verification for speech recognition. | Kanishka Rao, Fuchun Peng, Franoise Beaufays |
| 2015 | ICASSP | Grapheme-to-phoneme conversion using Long Short-Term Memory recurrent neural networks. | Kanishka Rao, Fuchun Peng, Hasim Sak, Franoise Beaufays |
| 2015 | ICASSP | Learning acoustic frame labeling for speech recognition with recurrent neural networks. | Hasim Sak, Andrew W. Senior, Kanishka Rao, Ozan Irsoy, Alex Graves, Franoise Beaufays, Johan Schalkwyk |
| 2015 | Interspeech | Garbage modeling for on-device speech recognition. | Christophe Van Gysel, Leonid Velikovich, Ian McGraw, Franoise Beaufays |
| 2015 | Interspeech | Composition-based on-the-fly rescoring for salient n-gram biasing. | Keith B. Hall, Eunjoon Cho, Cyril Allauzen, Franoise Beaufays, Noah Coccaro, Kaisuke Nakajima, Michael Riley, Brian Roark, David Rybach, Linda Zhang |
| 2015 | Interspeech | 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, Franoise Beaufays, Michiel Bacchiani |
| 2015 | Interspeech | Fast and accurate recurrent neural network acoustic models for speech recognition. | Hasim Sak, Andrew W. Senior, Kanishka Rao, Franoise Beaufays |
| 2014 | Interspeech | Pronunciation learning for named-entities through crowd-sourcing. | Attapol T. Rutherford, Fuchun Peng, Franoise Beaufays |
| 2014 | Interspeech | Long short-term memory recurrent neural network architectures for large scale acoustic modeling. | Hasim Sak, Andrew W. Senior, Franoise Beaufays |
| 2013 | ASRU | Search results based N-best hypothesis rescoring with maximum entropy classification. | Fuchun Peng, Scott Roy, Ben Shahshahani, Franoise Beaufays |
| 2013 | ASRU | Mixture of mixture n-gram language models. | Hasim Sak, Cyril Allauzen, Kaisuke Nakajima, Franoise Beaufays |
| 2013 | ICASSP | Language model capitalization. | Franoise Beaufays, Brian Strope |
| 2013 | ICASSP | Language model verbalization for automatic speech recognition. | Hasim Sak, Franoise Beaufays, Kaisuke Nakajima, Cyril Allauzen |
| 2013 | Interspeech | Written-domain language modeling for automatic speech recognition. | Hasim Sak, Yun-Hsuan Sung, Franoise Beaufays, Cyril Allauzen |
| 2012 | ICASSP | Recognition of multilingual speech in mobile applications. | Hui Lin, Jui-Ting Huang, Franoise Beaufays, Brian Strope, Yun-Hsuan Sung |
| 2011 | ICASSP | Recognizing English queries in Mandarin Voice Search. | Hung-An Chang, Yun-Hsuan Sung, Brian Strope, Franoise Beaufays |
| 2010 | Interspeech | Unsupervised discovery and training of maximally dissimilar cluster models. | Franoise Beaufays, Vincent Vanhoucke, Brian Strope |
| 2009 | ICASSP | Revisiting graphemes with increasing amounts of data. | Yun-Hsuan Sung, Thad Hughes, Franoise Beaufays, Brian Strope |
| 2008 | ICASSP | Deploying GOOG-411: Early lessons in data, measurement, and testing. | Michiel Bacchiani, Franoise Beaufays, Johan Schalkwyk, Mike Schuster, Brian Strope |
| 2003 | ICASSP | Using speech/non-speech detection to bias recognition search on noisy data. | Franoise Beaufays, Daniel Boies, Mitch Weintraub, Qifeng Zhu |
| 2003 | Interspeech | Learning linguistically valid pronunciations from acoustic data. | Franoise Beaufays, Ananth Sankar, Shaun Williams, Mitch Weintraub |
| 2003 | ICTAI | Learning Name Pronunciations in Automatic Speech Recognition Systems. | Franoise Beaufays, Ananth Sankar, Shaun Williams, Mitch Weintraub |
| 2002 | Interspeech | Porting channel robustness across languages. | Franoise Beaufays, Daniel Boies, Mitch Weintraub |
| 1999 | ICASSP | Discriminative mixture weight estimation for large Gaussian mixture models. | Franoise Beaufays, Mitchel Weintraub, Yochai Konig |
| 1997 | ICASSP | Model transformation for robust speaker recognition from telephone data. | Franoise Beaufays, Mitch Weintraub |
| 1997 | ICASSP | Neural-network based measures of confidence for word recognition. | Mitch Weintraub, Franoise Beaufays, Zev Rivlin, Yochai Konig, Andreas Stolcke |
| 1995 | Interspeech | Training data clustering for improved speech recognition. | Ananth Sankar, Franoise Beaufays, Vassilios Digalakis |