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Datasets for Research Use

1. Celeb-DF: A large-scale DeepFake evaluation dataset [Project Page].
2. UA-DETRAC: A New Benchmark and Protocol for Multi-Object Tracking [Project Page].

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Code for Research Use

1. DeepFake-o-meter : an open-platform for DeepFake detection [Link].

2. Detecting GAN-synthesized images using Iris speculative reflections [Project Page] please use this citation for this work.

3. Voice Conversion [Project Page] and [GitHub]
   Please use the following citation for this work
   @inproceedings{albadaway_interspeech20,
   author = {Ehab AlBadawy and Siwei Lyu},
   booktitle = {Interspeech},
   title = {Voice Conversion using Speech-to-Speech Neuro-Style Transfer},
   address = {Shanghai, China},
   year = {2020},
   

4. Average Top-k Loss [MATLAB code]
   Please use the following citation for this work
   @inproceedings{fan_nips17,
   Address = {Long Beach, CA},
   Author = {Yanbo Fan, Siwei Lyu, Yiming Ying and Baogang Hu},
   Booktitle = {Advances in Neural Information Processing Systems (NIPS)},
   Month = {December},
   Title = {Learning with Average Top-k Loss},
   Year = 2017}}.
   

5. Stochastic Online AUC Maximization [MATLAB code]
   Please use the following citation for this work
   @inproceedings{ying_etal_nips16,
   Address = {Barcelona, Spain},
   Author = {Yiming Ying and Longyin Wen and Siwei Lyu},
   Booktitle = {Advances in Neural Information Processing Systems (NIPS)},
   Month = {December},
   Title = {Stochastic Online AUC Maximization},
   Year = 2016}}.
   

6. Exposing Digital Forgeries with Local Noise Level Estimation [MATLAB code]
   Please use the following citation for this work
   @article{lyu_pan_zhang_ijcv13,
   Author = {Siwei Lyu and Xunyu Pan and Xing Zhang},
   Journal = {International Journal of Computer Vision},
   Month = {November},
   Number = {2},
   Pages = {202-221},
   Title = {Exposing Region Splicing Forgeries with Blind Local Noise Estimation},
   Volume = {110},
   Year = {2014}}.