GAN based synthesized audio dataset

With the development of audio synthesis techniques, the most state-of-art synthesis methods based on  Generative Adversarial Network(GAN) have been proposed. Whether the automatic speaker verification (ASV) systems are vulnerability to the GAN based synthesized audios is urgently needed to be verified. We present a publicly available set of GAN based synthesized audios generated by some open source schemes (WaveGAN,TifGAN,GANSynth,MelGAN), which allows researches to verify impact of the GAN-synthetic audio on security of ASV systems.

Dataset Files

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[1] Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao, "GAN based synthesized audio dataset", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/dat9-0j82. Accessed: May. 28, 2020.
@data{dat9-0j82-19,
doi = {10.21227/dat9-0j82},
url = {http://dx.doi.org/10.21227/dat9-0j82},
author = {Zhenyu Zhang; Xiaowei Yi; Xianfeng Zhao },
publisher = {IEEE Dataport},
title = {GAN based synthesized audio dataset},
year = {2019} }
TY - DATA
T1 - GAN based synthesized audio dataset
AU - Zhenyu Zhang; Xiaowei Yi; Xianfeng Zhao
PY - 2019
PB - IEEE Dataport
UR - 10.21227/dat9-0j82
ER -
Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao. (2019). GAN based synthesized audio dataset. IEEE Dataport. http://dx.doi.org/10.21227/dat9-0j82
Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao, 2019. GAN based synthesized audio dataset. Available at: http://dx.doi.org/10.21227/dat9-0j82.
Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao. (2019). "GAN based synthesized audio dataset." Web.
1. Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao. GAN based synthesized audio dataset [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/dat9-0j82
Zhenyu Zhang, Xiaowei Yi, Xianfeng Zhao. "GAN based synthesized audio dataset." doi: 10.21227/dat9-0j82