Posté par: dora Il y a 1 mois
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.
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