Deepfake Audio Detection

Setup

Install nodejs and yarn/npm

  • Install packages: yarn / npm install
  • Run the start script: yarn start / npm start
  • Change the file path to any audio format which is supported by ffmpeg

Method

Currently using a finetuned wav2vec model MelodyMachine/Deepfake-audio-detection-V2. We wanted to use TypeScript for this, and Transformers.js uses ONNX Runtime, which wasn't available for this model, so I used Optimum to convert it and uploaded to HF as as1605/Deepfake-audio-detection-V2