2018/10/12 by Ismail Elezi, Elezi, Ismail, Lukas Tuggener +5
Biochemistry, Genetics and Molecular Biology · Computer Science · #Animal Vocal Communication and Behavior #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Speech and Audio Processing
paper · pdf · doi:10.48550/arxiv.1810.05423
openalex publication_date 2018/10/12 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28
This paper gives an overview of our current Optical Music Recognition (OMR) research. We recently released the OMR dataset DeepScores as well as the object detection method Deep Watershed Detector. We are currently taking some additional steps to improve both of them. Here we summarize current and future efforts, aimed at improving usefulness on real-world task and tackling extreme class imbalance.