06Research
2024ML Approach for Musical Therapy Using Facial Expressions
Built a real-time front-end emotion-detection system using face-api.js, validating accuracy across happy, sad, angry, and neutral expressions for accessibility-focused wellness use cases, paired with the Web Audio API for responsive playback.
My role
Front-end ML integration, UX
Stack
JavaScriptface-api.jsHTML/CSSWeb Audio API
Results
0Expressions
Real-timeDetection
AccessibilityFocus