Yufeng Xiao — accepted AI-conference papers

2023

Privacy-Enhanced Federated Learning Against Attribute Inference Attack for Speech Emotion Recognition

Huan Zhao, Haijiao Chen, Yufeng Xiao, Zixing Zhang

ICASSP 2023accepted

Federal learning-based (FL) Speech Emotion Recognition (SER) framework aims to protect data privacy when characterizing emotions. However, previous studies have shown that the framework is vulnerable, because curious servers can indirectly infer user private information. To address this challenge, w…

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2019

Compact Convolutional Recurrent Neural Networks via Binarization for Speech Emotion Recognition

Huan Zhao, Yufeng Xiao, Jing Han, Zixing Zhang

ICASSP 2019accepted

Despite the great advances, most of the recently developed automatic speech recognition systems focus on working in a server-client manner, and thus often require a high computational cost, such as the storage size and memory accesses. This, however, does not satisfy the increasing demand for a succ…

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