Dhruv Guliani - RankMe

12 papers C 2Misc 4Journal 6

Year	Rank	Type	Title / Venue / Authors
2023	C	`conf`	The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. ASRU Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
2023	J	`jnl`	The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning. CoRR Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews
2022	Misc	`conf`	Enabling On-Device Training of Speech Recognition Models With Federated Dropout. ICASSP Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
2022	Misc	`conf`	Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. ICASSP Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
2022	Misc	`conf`	Partial Variable Training for Efficient on-Device Federated Learning. ICASSP Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2021	J	`jnl`	Enabling On-Device Training of Speech Recognition Models with Federated Dropout. CoRR Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta
2021	J	`jnl`	Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. CoRR Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays
2021	J	`jnl`	Partial Variable Training for Efficient On-Device Federated Learning. CoRR Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2021	Misc	`conf`	Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. ICASSP Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2020	J	`jnl`	Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. CoRR Dhruv Guliani, Françoise Beaufays, Giovanni Motta
2019	C	`conf`	Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. ASRU 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
2019	J	`jnl`	Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities. CoRR 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