FedAudio: A Federated Learning Benchmark for Audio Tasks

Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr

ICASSP, 2023

arXiv
DOI

This study proposes an audio benchmark dataset together with a few challenging and intriguing research problems regarding federated optimization for audio data learning.

BibTeX

@inproceedings{zhang2023fedaudio,
  title={Fedaudio: A federated learning benchmark for audio tasks},
  author={Zhang, Tuo and Feng, Tiantian and Alam, Samiul and Lee, Sunwoo and Zhang, Mi and Narayanan, Shrikanth S and Avestimehr, Salman},
  booktitle={ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  year={2023},
  organization={IEEE}
}