Dhruv Guliani
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
2
Active years
2019–2023
Best venue rank
Multiconference
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | ASRU | The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. | Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews |
| 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 | 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 |
| 2021 | ICASSP | Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. | Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 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 |