8 citations · 31 across the 9 of their papers we have counts for
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cs.IR2024
Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach
Elona Shatri, Daniel Raymond, George Fazekas
In this paper, we explore the intersection of technology and cultural preservation by developing a self-supervised learning framework for the classification of musical symbols in h…
cs.IR2024
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation
Elona Shatri, George Fazekas
Optical Music Recognition (OMR) automates the transcription of musical notation from images into machine-readable formats like MusicXML, MEI, or MIDI, significantly reducing the co…
cs.IR2021★ 4 cited
DoReMi: First glance at a universal OMR dataset
Elona Shatri, György Fazekas
The main challenges of Optical Music Recognition (OMR) come from the nature of written music, its complexity and the difficulty of finding an appropriate data representation. This…