Dhruv Guliani

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Wall Street Journal Corpus

Structured Prediction

Speech Recognition

Top Venues

Publications

Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. ASRU (2023)
Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning. CoRR (2023)
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
Enabling On-Device Training of Speech Recognition Models With Federated Dropout. ICASSP (2022)
Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. ICASSP (2022)
Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
Partial Variable Training for Efficient on-Device Federated Learning. ICASSP (2022)
Dhruv Guliani, Françoise Beaufays, Giovanni Motta
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. ICASSP (2021)
Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. CoRR (2021)
Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
Enabling On-Device Training of Speech Recognition Models with Federated Dropout. CoRR (2021)
Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
Partial Variable Training for Efficient On-Device Federated Learning. CoRR (2021)
Dhruv Guliani, Françoise Beaufays, Giovanni Motta
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. CoRR (2020)
Khe Chai Sim, Leif Johnson, Giovanni Motta, Lillian Zhou, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang
Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. ASRU (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
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities. CoRR (2019)