Deepfakes-for-Video-Conferencing-Using-General-Adversarial-Networks-GANs-and-Multilingual-Voice-Clonning

This repository contains a flask application which will Deepfakes on audio and Image given by the user

Technology Stack:

1. Wav2lip
2. SyncNet Discriminator
3. Flask as a backend server
4. Python
5. MongoDB database
6. HTML
7. CSS
8. Paricle JS

User Interface Snapshots

User Signup page

User Registration page

Upload Image and Audio to create DeepFake

Result

References

1. Wav2Lip : https://arxiv.org/pdf/2003.00418.pdf
2. SyncNet Discriminator : https://www.robots.ox.ac.uk/~vgg/publications/2016/Chung16a/chung16a.pdf
3. LipGan : https://arxiv.org/pdf/2008.10010.pdf

Steps to run an Application

1. Step 1: run pip install -r requirements.txt on cmd
2. Step 2: run python app.py on cmd