audiofakedetect v0.1.3

Audiodeepfake detection using WPT - Version 0.1.4

What's Changed

• added AST model by @kgasenzer in #33
• add type check tensorboard by @kgasenzer in #32

Full Changelog: v0.1.2...v0.1.3

audiofakedetect v0.1.2

Audiodeepfake detection using WPT - Version 0.1.2

Summary

This release introduces some new content to provide evidence and example results, like demo models for the package.

What's Changed

• add example models for coif4, sym5, stft for standard config by @kgasenzer in #30
• Fix broken links by @kgasenzer in #31

Full Changelog: v0.1.1...v0.1.2

audiofakedetect v0.1.1

Audiodeepfake detection using WPT - Version 0.1.1

Summary

This release introduces some new features, and bug fixes. Mainly some training and evaluating bugs were fixed and a pipeline extraction feature for creating example audios that are misclassified by some models but not by ours.

What's Changed

• Improve appearance by @kgasenzer in #28
• Path extraction by @kgasenzer in #29

Full Changelog: v0.1.0...v0.1.1

audiofakedetect v0.1.0

Audiodeepfake detection using WPT - Version 0.1.0

Summary

This release introduces several new features, enhancements, and bug fixes. It shows the used scripts and modules we used to create the experiment results in our research paper "Towards generalizing deep-audio fake detection networks". It serves as supplementary code.

Deprecations and Removals

• Removal of all CWT dependent modules

Known Issues

• Even though we are using fixed seeds to ensure reproducibility the results might be slightly different, if not the exact same hardware is used.

What's New

• LFCC Support by @kgasenzer in #6
• LCNN baseline by @kgasenzer in #8
• Minor Fixes by @kgasenzer in #9
• Multi gpu training and testing by @kgasenzer in #11
• booster modifications by @kgasenzer in #12
• preparation fixes and downsampling by @kgasenzer in #13
• ASVspoof Prep by @kgasenzer in #14
• Block Norm by @kgasenzer in #15
• Cross evaluation and hyper model search by @kgasenzer in #16
• Grid search model hyperparameters by @kgasenzer in #17
• Fix dataloader and stft functionality by @kgasenzer in #18
• Efficient new dataloading by @kgasenzer in #23
• Fingerprints by @v0lta
• Documentation added
• Clean up and Tests @kgasenzer in #27

Code at BA-submission

ba-code

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