Skip to content

mingmingzhizhongcz/TimbreWatermarking

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

26 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Source code for paper “Detecting Voice Cloning Attacks via Timbre Watermarking”

by Chang Liu, Jie Zhang, Tianwei Zhang, Xi Yang, Weiming Zhang, and Nenghai Yu In Network and Distributed System Security Symposium (NDSS) 2024.

Visit our website for audio samples.

Introduction

🐇 In this repository, we provide the complete code for training and testing the watermarking model. Additionally, we include the source code used for voice cloning experiments under various scenarios, along with corresponding README files.

Please visit the respective directories to access detailed READMEs.

Model files

All the parameter files for the voice cloning model used in our work are available at this link.

Acknowledgments

Part of our experiments were based on code from several open-source repositories, including VITS, Tacotron2, so-vits-svc, Hifi-GAN, and FastSpeech2. Their code served as a foundation for portions of our experiments.

Citation

If you find this work useful, please consider citing our paper:

@inproceedings{timbrewatermarking-ndss2024,
  title = {Detecting Voice Cloning Attacks via Timbre Watermarking},
  author = {Liu, Chang and Zhang, Jie and Zhang, Tianwei and Yang, Xi and Zhang, Weiming and Yu, Nenghai},
  booktitle = {Network and Distributed System Security Symposium},
  year = {2024},
  doi = {10.14722/ndss.2024.24200},
}

About

No description, website, or topics provided.

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 95.2%
  • Jupyter Notebook 4.2%
  • Other 0.6%