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1st International Workshop on Reading Music Systems

[WORMS]

Paris, September 20

PRAIg '18 / +pics

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11th international workshop on Machine Learning and Music

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Stockholm: 13-15th July 2018

Publications:

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  1. Micó, Luisa; Iñesta, José Manuel; Rizo, David
    "Incremental Learning for Recognition of Handwritten Mensural Notation"
    Proceedings of the ICML joint workshop on Machine Learning for Music. (2018)
    : bibtex : pdf : Workshop URL
    Abstract:

    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.

@inproceedings {
 author = "Micó, Luisa; Iñesta, José Manuel; Rizo, David",
 title  = "Incremental Learning for Recognition of Handwritten Mensural Notation",
 booktitle = "Proceedings of the ICML joint workshop on Machine Learning for Music.",
 month = "july",
 year = "2018"
}
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