AI-Based Piano Learning with Real-Time Feedback and Personalized Progress Tracking

This paper presents Pianalyze, an intelligent e-learning platform designed to support piano practice through real-time audio analysis and personalized feedback. By leveraging convolutional neural network and in-browser audio capture, the system evaluates performance and provides explanatory insights to guide learners. Also, the platform enables manually curated learning paths and tracks individual progress over time. Our experimental evaluation shows that the system provides real-time visual and textual feedback, effectively bridging the gap between traditional instruction and self-guided learning through AI -driven support.