/tags/omr/ Recent content in OMR on Bdim Hugo -- 0.164.0 en 2021-CURRENT_YEAR Bdim Tue, 27 Aug 2024 00:01:11 +0800 /posts/omr-related-paper-review-practical-end-to-end-optical-music-recognition-for-pianoform-music/ Tue, 27 Aug 2024 00:01:11 +0800 /posts/omr-related-paper-review-practical-end-to-end-optical-music-recognition-for-pianoform-music/ <h2 id="core-ideas">Core Ideas</h2> <p><strong>1. Background of the Study:</strong></p> <ul> <li>This paper explores how to implement an end-to-end Optical Music Recognition (OMR) system using deep learning methods, with a focus on recognizing pianoform music. While recent progress has been made in monophonic music recognition, existing OMR models struggle to handle the multi-voice and multi-staff nature of piano music.</li> <li>The complexity of piano music stems from its independent parallel voices, which can freely appear and disappear within a composition. This complexity introduces additional challenges for the output of OMR models.</li> </ul> <p><strong>2. Key Contributions:</strong></p>