Deepfake audio detection by speaker verification

Author:

Pianese Alessandro1,Cozzolino Davide1,Poggi Giovanni1,Verdoliva Luisa1

Affiliation:

1. University Federico II of Naples,Italy

Funder

Defense Advanced Research Projects Agency

Ministry of Education

Publisher

IEEE

Reference36 articles.

1. Does audio deepfake detection generalize?;müller,2022

2. Transfer learning from speaker verification to multispeaker text-to-speech synthesis;jia;Advances in neural information processing systems,2018

3. VoxCeleb2: Deep Speaker Recognition

4. FakeAVCeleb: A novel audio-video multimodal deepfake dataset;khalid;Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1),2021

5. ESC

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1. CFAD: A Chinese dataset for fake audio detection;Speech Communication;2024-10

2. A Comprehensive Comparative Analysis of Deepfake Detection Techniques in Visual, Audio, and Audio-Visual Domains;2024 Intelligent Methods, Systems, and Applications (IMSA);2024-07-13

3. Training Deepfake Detection Model from Photos with Face Mask;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

4. Classification of Deep Fake Audio Using MFCC Technique;2024 IEEE International Conference on Information Technology, Electronics and Intelligent Communication Systems (ICITEICS);2024-06-28

5. Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models;Proceedings of the 2024 ACM Workshop on Information Hiding and Multimedia Security;2024-06-24

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