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A System Integrating Optical Music Recognition and Real-Time Playback with SCAMP by Yi Fu Chen, Ru Fang Guo, and Jung-Ching Chen

Posted by: dora 1 week, 5 days ago

This project presents an integrated system that combines Optical Music Recognition (OMR) with real-time playback using SCAMP. YOLOv9 is applied to both image segmentation and symbol recognition, achieving precision scores of 0.99 and 0.81, respectively. A preprocessing algorithm organizes recognition results, which are then translated into pitch and rhythm instructions for immediate playback and MP3 export via SCAMP. To enhance accessibility, a web-based interface allows users to upload piano score images and instantly hear the rendered melody. The system demonstrates strong potential for applications in music education, accessibility, and interactive learning.