
OpenWorldLearning - AI Adaptive Education
AI-driven adaptive learning platform using Computer Vision and TTS for accessible education for visually and hearing-impaired learners.
Project Overview
OpenWorldLearning transforms education accessibility by designing an adaptive learning engine that leverages HuggingFace Transformers, Text-to-Speech, and Computer Vision technologies to create inclusive learning experiences.
The platform automatically converts 80% of educational content into multiple accessible formats including simplified text, speech synthesis, and sign-language video generation, dramatically improving learning accessibility for students with disabilities.
Through comprehensive user studies, the platform demonstrated a 35% improvement in comprehension among pilot groups, with research findings published in detailed project documentation for academic and industry reference.
Key Features
- Adaptive learning engine powered by HuggingFace Transformers
- Automated content format conversion (text, speech, sign-language video)
- Computer Vision integration for visual learning enhancement
- Text-to-Speech synthesis for auditory learning support
- Multilingual embedding support for global accessibility
- Comprehensive user study validation with measurable learning outcomes
Technologies Used
Project Details
Client
Personal Project
Timeline
4 months (Jan 2025 - Apr 2025)
Role
AI/ML Developer & UX Researcher
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