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. The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023. pages 1-7, IEEE, 2023. [doi]

@inproceedings{ZhouDCZPGMM23,
  title = {The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning},
  author = {Lillian Zhou and Yuxin Ding and Mingqing Chen and Harry Zhang and Rohit Prabhavalkar and Dhruv Guliani and Giovanni Motta and Rajiv Mathews},
  year = {2023},
  doi = {10.1109/ASRU57964.2023.10389775},
  url = {https://doi.org/10.1109/ASRU57964.2023.10389775},
  researchr = {https://researchr.org/publication/ZhouDCZPGMM23},
  cites = {0},
  citedby = {0},
  pages = {1-7},
  booktitle = {IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023, Taipei, Taiwan, December 16-20, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0689-7},
}