Persona transforms language learning by combining advanced computer vision techniques, neural networks, and real-time 3D animation into an AI tutoring agent that truly understands you. Our system simultaneously processes facial expressions for emotional engagement, tracks precise lip movements for pronunciation feedback, and generates fluid, lip-synced 3D animations - all in real-time. Through natural conversations with our intelligent avatar, users explore language from multiple perspectives, receiving instant, personalized guidance that adapts to their unique learning style. Built in 36 hours, Persona demonstrates how cutting-edge AI can create a more intuitive, comprehensive approach to language mastery.
Creative Technical Architecture:
Real-Time Computer Vision Pipeline:
- Continuous facial analysis using deep learning models
- Advanced facial landmark detection for precise pronunciation tracking
- Emotion recognition neural networks for engagement monitoring
- Multi-threaded processing for simultaneous feature extraction
Dynamic 3D Animation System:
- Real-time rigging and animation using Mixamo and Blender
- Live lip-sync generation through Rhubarb phoneme detection
- Custom animation blending for fluid character movement
- Synchronized facial expression mapping to avatar
Natural Language Processing and Speech Generation
- WhisperAPI for real-time speech-to-text processing
- ElevenLabs for dynamic voice generation
- Claude-LLM-powered conversation engine
- Parallel processing of multiple AI models simultaneously
System Integration: Our microservices architecture orchestrates multiple complex processes in parallel:
- Real-time video processing and facial analysis
- Dynamic 3D character animation and rendering
- Speech processing and generation
- LLM-based conversation management
- Synchronized audio-visual output generation
Built in 36 hours, Persona demonstrates the potential of combining cutting-edge technologies in computer vision, 3D graphics, and AI. The system maintains fluid, natural interactions while processing multiple real-time data streams - from facial expression analysis to pronunciation feedback - creating an unprecedented language learning experience that adapts to each user's needs instantly.