Beaufays, Françoise

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

Sak, H., Senior, A., & Beaufays, F. (2014) · Interspeech 2014

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 2,973

Federated Learning for Mobile Keyboard Prediction

Hard, A., Rao, K., Mathews, R., Ramaswamy, S., Beaufays, F., Augenstein, S., Eichner, H., Kiddon, C., & Ramage, D. (2018) · arXiv

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 1,148

Applied Federated Learning: Improving Google Keyboard Query Suggestions

Yang, T., Andrew, G., Eichner, H., Sun, H., Li, W., Kong, N., Ramage, D., & Beaufays, F. (2018) · arXiv

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 684

Federated Learning for Emoji Prediction in a Mobile Keyboard

Ramaswamy, S., Mathews, R., Rao, K., & Beaufays, F. (2019) · arXiv

Privacy-Preserving Technologies in DataDigital Communication and Language

Cited by 231

Federated Evaluation of On-device Personalization

Wang, K., Mathews, R., Kiddon, C., Eichner, H., Beaufays, F., & Ramage, D. (2019) · arXiv

Privacy-Preserving Technologies in DataDomain Adaptation and Few-Shot Learning

Cited by 184

Federated Learning Of Out-Of-Vocabulary Words

Chen, M., Mathews, R., Ouyang, T., & Beaufays, F. (2019) · arXiv

Privacy-Preserving Technologies in DataNatural Language Processing Techniques

Cited by 97

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Comanici, G., Bieber, E., Schaekermann, M., Pasupat, I., Sachdeva, N., Dhillon, I., Blistein, M., Ram, O., Zhang, D., Rosen, E., et al. (2025) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 69

Training Production Language Models without Memorizing User Data

Ramaswamy, S., Thakkar, O., Mathews, R., Andrew, G., McMahan, H. B., & Beaufays, F. (2020) · arXiv

Privacy-Preserving Technologies in DataPrivacy, Security, and Data Protection

Cited by 37

On-device personalization of automatic speech recognition models for disordered speech

Tomanek, K., Beaufays, F., Cattiau, J., Chandorkar, A., & Sim, K. C. (2021) · arXiv

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 14