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

• المؤلفون الرئيسيون: WANG, Run, JUEFEI-XU, Felix, HUANG, Yihao, GUO, Qing, XIE, Xiaofei, MA, Lei, LIU, Yang
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2020
• الموضوعات: DeepFake; fake voice; neuron behavior; OS and Networks; Software Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7082; https://ink.library.smu.edu.sg/context/sis_research/article/8085/viewcontent/3394171.3413716.pdf
• المؤسسة: 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...