Mohamed Nabih Ali

EFL-PEFT: A communication Efficient Federated Learning framework using PEFT sparsification for ASR

Federated Learning (FL) has garnered substantial interest in training different speech-based tasks (e.g. automatic speech recognition (ASR), and other speech classification tasks): recently, fine-tuning pre-trained self-supervised models for different speech-based tasks has shown promising performan…