Welcome to HeyGenClone, an open-source analogue of the HeyGen system.

I am a developer from Moscow 🇷🇺 who devotes his free time to studying new technologies. The project is in an active development phase, but I hope it will help you achieve your goals!

Currently, translation support is enabled only from English 🇬🇧!

• Clone this repo
• Install requirements:

  pip install -r requirements.txt
  

• In config.json file change HF_TOKEN argument. It is your HuggingFace token. Visit speaker-diarization, segmentation and accept user conditions
• Download weights from drive, unzip downloaded file into weights folder
• Install ffmpeg

At the root of the project there is a translate script that translates the video you set.

• video_filename - the filename of your input video (.mp4)
• output_language - the code of the language to be translated into
• output_filename - the filename of output video (.mp4)

python translate.py video_filename output_language -o output_filename

I also added a script to overlay the voice on the video with lip sync, which allows you to create a video with a person pronouncing your speech. Сurrently it works for videos with one person.

• voice_filename - the filename of your speech (.wav)
• video_filename - the filename of your input video (.mp4)
• output_filename - the filename of output video (.mp4)

python speech_changer.py voice_filename video_filename -o output_filename

1. Detecting scenes (PySceneDetect)
2. Face detection (yolov8-face)
3. Reidentification (deepface)
4. Speech enhancement (MDXNet)
5. Speakers transcriptions and diarization (whisperX)
6. Text translation (googletrans)
7. Voice cloning (TTS)
8. Lip sync (lipsync)
9. Face restoration (GFPGAN)
10. [Need to fix] Search for talking faces, determining what this person is saying

Note that this example was created without GFPGAN usage!

Destination language	Source video	Output video
🇷🇺 (Russian)

• Fully GPU support
• Multithreading support (optimizations)
• Detecting talking faces (improvement)

• Tested on macOS
• ⚠️ The project is under development!