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%.
no code implementations • 14 Sep 2019 • Khe Chai Sim, Petr Zadrazil, Françoise Beaufays
Speaker-independent speech recognition systems trained with data from many users are generally robust against speaker variability and work well for a large population of speakers.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1