Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach

Author:

Conti Emanuele1,Salvi Davide1,Borrelli Clara1,Hosler Brian2,Bestagini Paolo1,Antonacci Fabio1,Sarti Augusto1,Stamm Matthew C.2,Tubaro Stefano1

Affiliation:

1. Politecnico di Milano,Dipartimento di Elettronica, Informazione e Bioingegneria,Milan,Italy

2. Drexel University,Department of Electrical and Computer Engineering,Philadelphia,PA,USA

Funder

Air Force Research Laboratory

Publisher

IEEE

Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection;Engineering Applications of Artificial Intelligence;2024-07

2. Analysis of the Reliability of Deepfake Facial Emotion Expression Synthesis;HUM-CENT COMPUT INFO;2024

3. Explore the World of Audio Deepfakes: A Guide to Detection Techniques for Non-Experts;3rd ACM International Workshop on Multimedia AI against Disinformation;2024-06-10

4. SDI: A tool for speech differentiation in user identification;Expert Systems with Applications;2024-06

5. Listening Between the Lines: Synthetic Speech Detection Disregarding Verbal Content;2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2024-04-14

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