Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review

21 August 2022

Papers citing "Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review"

11 / 11 papers shown

Title
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 44 3 0 23 Sep 2024
Distinguish Any Fake Videos: Unleashing the Power of Large-scale Data and Motion Features Lichuan Ji Yingqi Lin Zhenhua Huang Yan Han Xiaogang Xu Jiafei Wu Chong Wang Zhe Liu 43 3 0 24 May 2024
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild Xuechen Liu Xin Wang Md. Sahidullah J. Patino Héctor Delgado ... Massimiliano Todisco Junichi Yamagishi Nicholas W. D. Evans A. Nautsch Kong Aik Lee 21 169 0 05 Oct 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 6 61 0 15 Feb 2022
WaveFake: A Data Set to Facilitate Audio Deepfake Detection Joel Frank Lea Schonherr DiffM 127 118 0 04 Nov 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 75 365 0 05 Jan 2021
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations Yuanhan Zhang Zhen-fei Yin Yidong Li Guojun Yin Junjie Yan Jing Shao Ziwei Liu CVBM 42 158 0 24 Jul 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 47 152 0 11 Mar 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 124 1,018 0 27 Sep 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 204 222 0 25 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018