Application of personalized federated learning methods to environmental sound classification: A comparative study

Author:

Xu Huaxing,Fan Zeng,Liu XudongORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference51 articles.

1. End-to-end environmental sound classification using a 1D convolutional neural network;Abdoli;Expert Syst. Appl.,2019

2. Environmental sound classification: A descriptive review of the literature;Bansal;Intell. Syst. Appl.,2022

3. Sonyc: A system for monitoring, analyzing, and mitigating urban noise pollution;Bello;Commun. ACM,2019

4. Achieving security and privacy in federated learning systems: Survey, research challenges and future directions;Blanco-Justicia;Eng. Appl. Artif. Intell.,2021

5. Chen, H.Y., Chao, W.L., 2021. On Bridging Generic and Personalized Federated Learning for Image Classification. In: International Conference on Learning Representations.

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