no code implementations • 17 Jan 2022 • Andreas Kabel, Keith Hall, Tom Ouyang, David Rybach, Daan van Esch, Françoise Beaufays
This paper proposes a framework to improve the typing experience of mobile users in morphologically rich languages.
no code implementations • 8 Oct 2021 • Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
Transformer-based architectures have been the subject of research aimed at understanding their overparameterization and the non-uniform importance of their layers.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 24 Jan 2020 • Mary Gooneratne, Khe Chai Sim, Petr Zadrazil, Andreas Kabel, Françoise Beaufays, Giovanni Motta
Training machine learning models on mobile devices has the potential of improving both privacy and accuracy of the models.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 14 Dec 2019 • Khe Chai Sim, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang, Leif Johnson, Giovanni Motta, Lillian Zhou
With speech input, if the user corrects only the names, the name recall rate improves to 64. 4%.