Journal of Electrical Electronics Engineering(JEEE)
ISSN: 2834-4928 | DOI: 10.33140/JEEE
Impact Factor: 1.2
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YOLOv8-Enhanced Fuzzy-Controlled Multi-Valve Pneumatic Soprano Recorder Auto-Playing System
Abstract
Chun-Chieh Wang, Ying-Yuan Yao, and Sun-Jing Yan
This study introduces an advanced music score recognition method using YOLOv8 to enhance the accuracy of note and symbol detection, addressing limitations in previous recognition techniques. By integrating this improved recognition system with an existing fuzzy-controlled multi-valve pneumatic soprano recorder auto-playing system, overall performance accuracy and playback quality are significantly improved. Experimental results demonstrate that the YOLOv8-based recognition system effectively mitigates prior misclassification issues, leading to a more precise and stable automatic playing mechanism.