- Article
Dynamic Client Selection and Group-Balanced Personalization for Data-Imbalanced Federated Speech Recognition
- Chundong Xu,
- Ziyu Wu,
- Fengpei Ge and
- Yuheng Zhi
Federated learning has been widely applied in automatic speech recognition. However, variations in speaker behaviors result in a significant data imbalance across client devices. Conventional federated speech recognition algorithms typically use fixe...

