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1st International Workshop on Reading Music Systems


Paris, September 20

PRAIg '18 / +pics


11th international workshop on Machine Learning and Music


Stockholm: 13-15th July 2018

Project: Handwritten Spanish Music Heritage Preservation by Automatic Transcription

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

General info:

Project Co-ordinator: Iñesta Quereda, José Manuel
Funding: Ministerio de Ciencia, Innovación y Universidades
Reference: TIN2017-86576-R
Budget: 80.000
Period: from 2018-01-01 to 2020-12-31



  1. Román, M.A.;Pertusa, A.;Calvo, J.
    "An End-to-End Framework for Audio-to-Score Music Transcription on Monophonic Excerpts"
    Proc. of the 19th International Society for Music Information Retrieval Conference (ISMIR), Paris, France (2018)
    : bibtex : more info : URL
  2. Calvo-Zaragoza, J.; Rizo, D.
    "End-to-End Neural Optical Music Recognition of Monophonic Scores"
    Applied Sciences, vol. 8, pp. 606--623 (2018)
    : bibtex : more info : Open Access Journal URL
  3. Iñesta, J.M.; Ponce de León, P.J.; Rizo, D.; Oncina, J.; Micó L,; Rico-Juan, J.R.; Pérez-Sancho, C.; Pertusa, A.
    "HISPAMUS: Handwritten Spanish Music Heritage Preservation by Automatic Transcription"
    Proceedings of the 1st Workshop on Reading Music Systems, pp. 17--18, Paris (2018)
    : bibtex : more info
  4. Gallego, A.J.; Pertusa, A.; Calvo-Zaragoza, J.
    "Improving Convolutional Neural Networks’ Accuracy in Noisy Environments Using k-Nearest Neighbors"
    Applied Sciences, vol. 8 (2018)
    : bibtex : more info : URL
  5. 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 : more info : Workshop URL
  6. Rizo, D.; Calvo-Zaragoza, J.; Iñesta, J.M.
    "MuRET: a music recognition, encoding, and transcription tool"
    Proceedings of the 5th International Conference on Digital Libraries for Musicology (DLfM'18), ISBN: 978-1-4503-6522-2, pp. 52--56, París, France (2018)
    : bibtex : more info : URL
  7. Sober-Mira, J.; Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Pen-Based Music Document Transcription with Convolutional Neural Networks"
    Graphics Recognition. Current Trends and Evolutions, ISBN: 978-3-030-02284-6, pp. 71--80 (2018)
    : bibtex : more info
  8. Calvo-Zaragoza, Jorge; Rizo, David
    "{Camera-PrIMuS}: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores"
    Proceedings of the 19th International Society of Music Information Retrieval (ISMIR) (2018)
    : bibtex : pdf : more info : Conference URL with PDFs

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