Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations

Xin Guo, Chunrui Zhao, Hong Jia +4

Integrating Federated Learning (FL) with self-supervised learning (SSL) enables privacy-preserving fine-tuning for speech tasks. However, federated environments exhibit significant…