4 papers
DEMUN: Fast and accurate discovery of music notation in very large collections
VojtÄch DvoÅák, Filip BÃm, JiÅà Mayer +5
Much of written musical heritage is preserved and digitised at memory institutions: libraries, museums, and archives. Owing to their collection structures, sheet music tends to be…
A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models
Huiyao Chen, Meishan Zhang, Jing Li +4
Semantic role labeling (SRL) is a central natural language processing task for understanding predicate-argument structures within texts and enabling downstream applications. Despit…
Optical Music Recognition for Real-World Manuscripts with Synthetic Data
JiÅà Mayer, Martina DvoÅáková, VojtÄch DvoÅák +6
Optical Music Recognition (OMR) has seen major progress in model design, with end-to-end methods now capable of recognising notation at all levels of complexity. However, the impac…
A Dataset for the Recognition of Historical and Handwritten Music Scores in Western Notation
Pau Torras, JiÅÃ Mayer, Carles Badal +7
A large amount of musical heritage has been digitised by memory institutions: libraries, museums, and archives. Nevertheless, the field of Optical Music Recognition (OMR) has strug…