Audio Deepfake Detection - An Overview and its Challenges

Explore the world of audio deepfake detection in this comprehensive lecture by Zhizheng Wu from Facebook. Delve into the state-of-the-art voice generation algorithms used to manipulate or create audio content, and gain insights into the research community's efforts to combat audio deepfakes through the ASVspoof challenges. Learn about the potential threats deepfakes pose to privacy, social security, and democracy. Discover the pioneering work of Zhizheng Wu in speaker verification spoofing detection and his contributions to various challenges in the field. Examine the challenges faced in audio deepfake detection and understand the importance of developing robust countermeasures in an era of increasingly sophisticated AI-generated content.