Generative AI
Sign Language Translation Avatars
Building expressive, context-aware avatar animations synced to text and speech using 2D/3D Stable Diffusion models. The system transforms standard 2D videos into high-quality, lifelike avatar animations for real-time sign language communication.
Stable DiffusionPyTorchDiffusersMediaPipePythonDeep Learning
🎯
The Problem
Current sign language translation tools lack natural, expressive avatar representations that can communicate effectively in real-time.
💡
The Solution
Created an avatar pipeline using Stable Diffusion for 2D to 3D transformation with context-aware motion synthesis synced to text and speech inputs.
// OUTCOMES
Key Results
Expressive context-aware avatar motion
2D to 3D video transformation
Real-time translation capability
Natural lifelike animations