Search Results for author: Chuyuan Zhang

Found 3 papers, 3 papers with code

What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

1 code implementation15 Dec 2023 Xiaohui Zhang, Jiangyan Yi, Chenglong Wang, Chuyuan Zhang, Siding Zeng, JianHua Tao

The rapid evolution of speech synthesis and voice conversion has raised substantial concerns due to the potential misuse of such technology, prompting a pressing need for effective audio deepfake detection mechanisms.

Continual Learning DeepFake Detection +3

Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection

1 code implementation7 Aug 2023 Xiaohui Zhang, Jiangyan Yi, JianHua Tao, Chenglong Wang, Chuyuan Zhang

The orthogonal weight modification to overcome catastrophic forgetting does not consider the similarity of genuine audio across different datasets.

Continual Learning Speech Emotion Recognition

Awesome-META+: Meta-Learning Research and Learning Platform

1 code implementation24 Apr 2023 Jingyao Wang, Chuyuan Zhang, Ye Ding, Yuxuan Yang

The project aims to promote the development of meta-learning and the expansion of the community, including but not limited to the following functions: 1) Complete and reliable meta-learning framework, which can adapt to multi-field tasks such as target detection, image classification, and reinforcement learning.

Image Classification Meta-Learning

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