gitwtfhub

wtf is x-dub?

klingairesearch/x-dub — explained in plain English

Analysis updated 2026-08-08 · repo last pushed 2026-08-03

228PythonAudience · developerComplexity · 4/5ActiveSetup · hard

TL;DR

X-Dub takes a video and audio file, then regenerates the character's mouth movements so their lips perfectly match the new audio. It is ideal for dubbing videos into other languages without reshooting.

Mindmap

mindmap
  root((repo))
    What it does
      Lip-sync video to audio
      Face detection and cropping
      Regenerates lower face
    Use cases
      Video localization
      Content creator dubbing
      Animation and games
    Tech stack
      Python
      Wan video model
      AI face generation
    Limitations
      Single person only
      Needs powerful GPU
      Minor flickering issues
    Audience
      Content creators
      Filmmakers

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

Why would anyone build with this?

REASON 1

Dub a video into another language by syncing the actor's lips to a new voice track.

REASON 2

Replace or fix dialogue in a film without needing to reshoot the scene.

REASON 3

Lip-sync animated characters or animals for game cutscenes and cartoons.

REASON 4

Create content where a character appears to speak audio you provide.

What's in the stack?

PythonWanPyTorchCUDA

How it stacks up

klingairesearch/x-dubseanj1ang/design-judge-skillsdjango-haystack/celery-haystack
Stars228228227
LanguagePythonPythonPython
Last pushed2026-08-032026-07-06
MaintenanceActiveMaintained
Setup difficultyhardeasymoderate
Complexity4/52/53/5
Audiencedeveloperdesignerdeveloper

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · hard Time to first run · 1h+

Requires a powerful GPU with roughly 21 GB of video memory, so it cannot run on a standard laptop.

No license information is provided in the repository, so usage rights are unspecified.

Wtf does this do

X-Dub is a tool that takes any video of a character and replaces their mouth movements to match a new audio track. Imagine dubbing a movie into another language, but instead of the actor's lips being out of sync with the new voice, the video is regenerated so the mouth movements perfectly match the words being spoken. You just provide a video and an audio file, and it outputs a new video where the character appears to be speaking the audio you supplied. Under the hood, it uses an AI model (built on top of a video generation system called Wan) to analyze the original video, detect the face, and then regenerate just the lower portion of the face so the lips sync to your audio. It automatically crops to the face area, does the lip-sync generation at a fixed resolution, and then maps the result back onto the full original video so everything else stays intact. You can tweak settings to balance how closely the result matches the original face versus how strongly the mouth follows the audio. This would be useful for anyone doing video localization, content creators making dubbed videos, or filmmakers who need to fix or replace dialogue without reshooting. It also handles non-human characters like cartoons and animals, which broadens the use cases to animation and game content. The current release only supports single-person videos, so it works best for close-up or solo shots rather than scenes with multiple speakers. A few practical notes: it requires a fairly powerful graphics card (around 21 GB of video memory), so it's not something you can run on a standard laptop. The released version is a public adaptation of the model described in the research paper, the original internal model couldn't be open-sourced, so this public version uses a different underlying architecture with similar results. There are some known limitations, including occasional flickering, minor identity or color drift, and noisy frames in about 2% of cases. It also runs roughly twice as slow as the internal version. The team is actively working on improvements including multi-person support, better cropping, and faster inference.

Yoink these prompts

Prompt 1
I have a video of a person talking and a new audio track in a different language. How do I use X-Dub to generate a version where the person's mouth movements match the new audio?
Prompt 2
Help me set up X-Dub on my machine. What are the hardware requirements and dependencies I need before running the lip-sync generation?
Prompt 3
I'm getting flickering and color drift in my X-Dub output. What settings can I adjust to balance identity preservation and lip-sync strength for better results?
Prompt 4
Can X-Dub handle a video with a cartoon character instead of a real human face? Walk me through how to lip-sync an animated character to a custom audio file.

Frequently asked questions

wtf is x-dub?

X-Dub takes a video and audio file, then regenerates the character's mouth movements so their lips perfectly match the new audio. It is ideal for dubbing videos into other languages without reshooting.

What language is x-dub written in?

Mainly Python. The stack also includes Python, Wan, PyTorch.

Is x-dub actively maintained?

Active — commit in last 30 days (last push 2026-08-03).

What license does x-dub use?

No license information is provided in the repository, so usage rights are unspecified.

How hard is x-dub to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is x-dub for?

Mainly developer.

View the repo → Decode another repo

This repo across BitVibe Labs

Don't trust strangers blindly. Verify against the repo.