SceneFake: An initial dataset and benchmarks for scene fake audio detection

Jiangyan Yi, Chenglong Wang, Jianhua Tao, Chuyuan Zhang, Cunhang Fan, Zhengkun Tian, Haoxin Ma, Ruibo Fu

Abstract: Highlights•This paper proposes a new problem: scene fake audio detection.•This is the first attempt to pose such an audio fake attack using speech enhancement.•This paper designs a dataset and provides benchmarks for scene fake audio detection.•The dataset provides speech enhancement technology information of fake utterances.•The dataset and benchmark source codes are publicly available.•The dataset will further foster research on fake audio detection.