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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

Project: Enfoques adaptativos para transcripción automática de música escrita

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In this page: general info : members : partners : links : publications

General info:

Project Co-ordinator: Calvo Zaragoza, Jorge
Funding: Universidad de Alicante
Reference: GRE19-04
Budget: 6480 €
Period: from 2020-09-01 to 2022-02-28

El objetivo de este proyecto es explorar paradigmas adaptativos de reconocimiento de formas para el reconocimiento óptico de música.



  1. Castellanos, F.J.; Gallego, A.J.; Calvo-Zaragoza, J.
    "An Unsupervised Domain Adaptation framework for Layout Analysis of Music Score Images"
    Proceedings of the 14th Machine Learning and Music Workshop, pp. 6 (2021)
    : bibtex : more info : Proceedings online
  2. Garrido-Munoz, C.; Sánchez-Hernández, A.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Domain Adaptation for Document Image Binarization via Domain Classification"
    Frontiers in Artificial Intelligence and Applications, ISBN: 978-1-64368-224-2, pp. 569-582 (2021)
    : bibtex : more info
  3. Alfaro-Contreras, M.; Valero-Mas, J.J.
    "Exploiting the Two-Dimensional Nature of Agnostic Music Notation for Neural Optical Music Recognition"
    Applied Sciences (Special Issue Advances in Music Reading Systems), vol. 11, pp. 3621 (2021)
    : bibtex : more info : URL
  4. Gallego, A.J.; Calvo-Zaragoza, J.; Fisher, R.B.;
    "Incremental Unsupervised Domain-Adversarial Training of Neural Networks"
    IEEE Transactions on Neural Networks and Learning Systems, vol. 32, pp. 4864-4878 (2021)
    : bibtex : pdf : more info : doi
  5. Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
    "Prototype Generation in the String Space via Approximate Median for Data Reduction in Nearest Neighbor classification"
    Soft Computing, vol. 25 (2021)
    : bibtex : more info
  6. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Domain Adaptation for Document Analysis of Music Score Images"
    Proc. of the 22nd International Society for Music Information Retrieval Conference (2021)
    : bibtex : more info
  7. Castellanos, F. J.; Gallego, A. J.
    "Unsupervised Neural Document Analysis for Music Score Images"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 50-54 (2021)
    : bibtex : more info
  8. Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.;
    "Unsupervised Neural Domain Adaptation for Document Image Binarization"
    Pattern Recognition, vol. 119, pp. 108099 (2021)
    : bibtex : more info
  9. Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "Two-step neural cross-domain experiments forfull-page recognition of Mensural documents"
    Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56--60 (2020)
    : bibtex : more info

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