15th workshop gRFIA
9th Music Encoding Conference (MEI 2021)
Alicante, July 19-23
13th international workshop on Machine Learning and Music
(online) September 18, 2020
- Micó, Luisa; Iñesta, José Manuel; Rizo, David
"Incremental Learning for Recognition of Handwritten Mensural Notation"
ICML joint workshop on Machine Learning for Music.
: Workshop URL
This paper presents an ongoing research on handwritten symbol recognition in early music scores. The help of human supervision is needed for a correct edition and publication of these collections. A suitable strategy is needed for optimizing the exploitation of human feedback to improve and adapt the classifier to the specificities of each manuscript. The objective is to minimize the number of interactions needed to solve the problem, thus optimizing the user workload. The strategy is shown to be convenient but there is still work ahead for improving its performance.
author = "Micó, Luisa; Iñesta, José Manuel; Rizo, David",
title = "Incremental Learning for Recognition of Handwritten Mensural Notation",
booktitle = "ICML joint workshop on Machine Learning for Music.",
month = "july",
year = "2018"
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