Generation and Detection of Media Clones

Author:

ECHIZEN Isao1,BABAGUCHI Noboru2,YAMAGISHI Junichi1,NITTA Naoko2,NAKASHIMA Yuta2,NAKAMURA Kazuaki2,KONO Kazuhiro3,FANG Fuming1,MYOJIN Seiko2,KUANG Zhenzhong2,NGUYEN Huy H.1,TIEU Ngoc-Dung T.1

Affiliation:

1. National Institute of Informatics

2. Osaka University

3. Kansai University

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Artificial Intelligence,Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Hardware and Architecture,Software

Reference83 articles.

1. [1] “Communication system for defending against attacks of media clones.” http://www2c.comm.eng.osaka-u.ac.jp/proj/mc/eindex.html, 2020.

2. [2] N. Babaguchi, I. Echizen, J. Yamagishi, N. Nitta, Y. Nakashima, K. Nakamura, K. Kono, F. Fang, S. Myojin, Z. Kuang, H.H. Nguyen, and N.D.T. Tieu, “Preventing fake information generation against media clone attacks,” IEICE Trans. Inf. & Syst., vol.E104-D, no.1, pp.2-11, Jan. 2021. 10.1587/transinf.2020MUI0001

3. [3] A. van den Oord, S. Dieleman, H. Zen, K. Simonyan, O. Vinyals, A. Graves, N. Kalchbrenner, A. Senior, and K. Kavukcuoglu, “WaveNet: a generative model for raw audio,” arXiv preprint arXiv:1609.03499, 2016.

4. [4] A. Tamamori, T. Hayashi, K. Kobayashi, K. Takeda, and T. Toda, “Speaker-dependent WaveNet vocoder,” Proc. Interspeech, pp.1118-1122, 2017. 10.21437/interspeech.2017-314

5. [5] S.Ö. Arik, M. Chrzanowski, A. Coates, G. Diamos, A. Gibiansky, Y. Kang, X. Li, J. Miller, A. Ng, J. Raiman, S. Sengupta, and M. Shoeybi, “Deep voice: real-time neural text-to-speech,” Proc. International Conference on Machine Learning, pp.195-204, 2017.

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