Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. - 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 (ASRU, 2019)

Enabling On-Device Training of Speech Recognition Models With Federated Dropout. - Dhruv Guliani; Lillian Zhou; Changwan Ryu; Tien-Ju Yang; Harry Zhang; Yonghui Xiao; Françoise Beaufays; Giovanni Motta (ICASSP, 2022)

Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. - Lillian Zhou; Dhruv Guliani; Andreas Kabel; Giovanni Motta; Françoise Beaufays (ICASSP, 2022)

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 (ASRU, 2023)

Optimizing Large-Scale Context Retrieval for End-to-End ASR. - Zhiqi Huang; Diamantino Caseiro; Kandarp Joshi; Christopher Li; Pat Rondon; Zelin Wu; Petr Zadrazil; Lillian Zhou (INTERSPEECH, 2024)