• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Konferenzschrift
  4. Introduction to Audio Deepfake Generation: Academic Insights for Non-Experts
 
  • Details
  • Full
Options
2024
Conference Paper
Title

Introduction to Audio Deepfake Generation: Academic Insights for Non-Experts

Abstract
With the advancement of artificial intelligence, the methods for generating audio deepfakes have improved, but the technology behind it has become more complex. Despite this, non-expert users are able to generate audio deepfakes due to the increased accessibility of the latest technologies. These technologies can be used to support content creators, singers, and businesses such as the advertisement or entertainment industries. However, they can also be misused to create disinformation, CEO fraud, and voice scams. Therefore, with the increasing demand for countermeasures against their misuse, continuous interdisciplinary exchange is required. This work introduces recent techniques for generating audio deepfakes, with a focus on Text-to-Speech Synthesis and Voice Conversion for non-experts. It covers background knowledge, the latest trends and models, as well as open-source and closed-source software to explore both technological and practical aspects of audio deepfakes.
Author(s)
Choi, Jeong-Eun  
Fraunhofer-Institut für Sichere Informationstechnologie SIT  
Schäfer, Karla
Fraunhofer-Institut für Sichere Informationstechnologie SIT  
Zmudzinski, Sascha  
Fraunhofer-Institut für Sichere Informationstechnologie SIT  
Mainwork
Proceedings of the 3rd ACM International Workshop on Multimedia AI against Disinformation, MAD'24  
Conference
International Workshop on Multimedia AI against Disinformation 2024  
DOI
10.1145/3643491.3660286
Language
English
Fraunhofer-Institut für Sichere Informationstechnologie SIT  
  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024