WATMESO modified on Improved DeepFake Detection Using Whisper Features

The paper for the original research is available here.

Before you start

Whisper

To download Whisper encoder used in training run download_whisper.py.

Datasets

Download appropriate datasets:

• ASVspoof2021 DF subset (Please note: we use this keys&metadata file, directory structure is explained here),
• In-The-Wild dataset.

Dependencies

Install required dependencies using (we assume you're using conda and the target env is active):

bash install.sh

List of requirements:

python=3.8
pytorch==1.11.0
torchaudio==0.11
asteroid-filterbanks==0.4.0
librosa==0.9.2
openai whisper (git+https://github.com/openai/whisper.git@7858aa9c08d98f75575035ecd6481f462d66ca27)