Git Product home page Git Product logo

realfakenews's Introduction

DeepFakeNews

Generate realistic news videos solely by providing your transcript. We summarize your news and generate a video of a speaker announcing your news.

Features

  • Text Summarization
  • Text Translation
  • Speech Synthesis
  • Video Generation
  • Lip Synchronization
  • Multiple Language Support
  • Make Your Own Speaker

How does it work

We use HuggingFace Transformers for Natural Language Understanding tasks and then generate audio with NVIDIA's tacotron2. We use the audio on predefined video material and adjust the speakers' lips using Wav2Lip.

The processing pipeline is integrated in FastAPI and gets accessed by a small React frontend. The entire application can be started using docker-compose.

Run the application

docker-compose up

realfakenews's People

Contributors

manuel-lang avatar pwieler avatar pxl-accname avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.