DeepSonar: Towards effective and robust detection of AI-synthesized fake voices

• Main Authors: WANG, Run, JUEFEI-XU, Felix, HUANG, Yihao, GUO, Qing, XIE, Xiaofei, MA, Lei, LIU, Yang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2020
• Subjects: DeepFake; fake voice; neuron behavior; OS and Networks; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/7082; https://ink.library.smu.edu.sg/context/sis_research/article/8085/viewcontent/3394171.3413716.pdf
• Institution: Singapore Management University

With the recent advances in voice synthesis, AI-synthesized fake voices are indistinguishable to human ears and widely are applied to produce realistic and natural DeepFakes, exhibiting real threats to our society. However, effective and robust detectors for synthesized fake voices are still in thei...