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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
Web: https://grfia.dlsi.ua.es/hispamus/
Summary:

The HISPAMUS proposal aims at valorizing the Hispanic music heritage from the 15th to the 19th centuries, by exploiting the digital resources of music collections. HISPAMUS will try to provide smart access to archival manuscripts of music scores, allowing its reuse and exploitation. The project aims at generating the software tools needed to convert manuscript score images to a modern digital format, like MEI/MusicXML, ready to render modern notation scores, readable by a contemporary musician, and allowing the public to enjoy and search into the digital contents of these works, either as a musicologist or as a musician.

• Iñesta Quereda, José Manuel
• Calvo Zaragoza, Jorge
• Pérez Sancho, Carlos
• Pertusa Ibáñez, Antonio Jorge
• Rizo Valero, David
• Ponce de León Amador, Pedro José
• Rico Juan, Juan Ramón
• Oncina Carratalá, Jose María
• Micó Andrés, María Luisa

1. Micó, L.; Oncina, J.; Iñesta, J.M.
   "Adaptively learning to recognize symbols in handwritten early music"
   procedings of the ECML/PKDD 12th International Workshop on Machine Learning and Music (MML 2019), Würzburg (Germany) (2019)
   : bibtex : more info
2. Alfaro-Contreras, M.; Calvo-Zaragoza, J.; Iñesta, J.M.
   "Approaching End-to-end Optical Music Recognition for Homophonic Scores"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, ISBN: 978-3-030-31321-0, pp. 147--158, Madrid (2019)
   : bibtex : more info
3. Garay-Maestre, Unai; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
   "Data Augmentation via Variational Auto-Encoders"
   Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, ISBN: 978-3-030-13469-3, pp. 29--37 (2019)
   : bibtex : more info : URL
4. Rizo. D.
   "DLfM '19: 6th International Conference on Digital Libraries for Musicology"
   Rizo, D. (Eds.) ACM, , ISBN: 978-1-4503-7239-8, The Hague, Netherlands (2019)
   : bibtex : more info
5. Mateiu, Tudor N.; Gallego, Antonio-Javier; Calvo-Zaragoza, Jorge
   "Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, ISBN: 978-3-030-31321-0, pp. 135--146, Madrid, Spain (2019)
   : bibtex : more info
6. Nuñez-Alcover, Alicia; Ponce de León, P. J.; and Calvo-Zaragoza, J.
   "Glyph and Position Classification of Music Symbols in Early Music Manuscripts"
   Proc. of the 9th Iberian Conference on Pattern Recognition and Image Analysis, LNCS vol. 11867, ISBN: 978-3-030-31331-9, pp. 159-168, Madrid, Spain (2019)
   : bibtex : pdf : more info
7. Calvo-Zaragoza, J.; Toselli, A.H.; Vidal, E.
   "Handwritten Music Recognition for Mensural Notation with Convolutional Recurrent Neural Networks"
   Pattern Recognition Letters (2019)
   : bibtex : pdf : more info : DOI
8. Gallego, Antonio-Javier; Pertusa, Antonio; Bernabeu, Marisa
   "Multi-Label Logo Classification using Convolutional Neural Networks"
   Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA, ISBN: 978-3-030-31332-6, pp. 485--497, Madrid, Spain (2019)
   : bibtex : more info : URL
9. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
   "MuRET as a software for the transcription of historical archives"
   Proceedings of the 2nd Workshop on Reading Music Systems, WoRMS, pp. 12--15, Delft (The Nederlands) (2019)
   : bibtex : pdf : more info : Workshop site
10. Rios-Vila, A.; Calvo-Zaragoza:J.; Rizo, D.; Iñesta, JM.
    "ReadSco: An Open-Source Web-Based Optical Music Recognition Tool"
    Proc. of the 2nd International Workshop on Reading Music Systems, WoRMS 2019, pp. 27-330, Delft (The Netherlands) (2019)
    : bibtex : pdf : more info
11. Iñesta, J.M.; Rizo, D.; Calvo-Zaragoza, J.
    "Recognition, encoding, and transcription of early mensural handwritten music"
    procedings of the 13th International Workshop on Graphics Recognition (GREC 2019), pp. 13-14, Sydney (Australia) (2019)
    : bibtex
12. Calvo-Zaragoza, J.; Hajic Jr., J.; Pacha, A.
    "Understanding Optical Music Recognition"
    arXiv, vol. 1908.03608 (2019)
    : bibtex : Open Access
13. Valero-Mas, J.J.; Benetos, E.; Iñesta, J.M.
    "A supervised classification approach for note tracking in polyphonic piano transcription"
    Journal of New Music Research, vol. 47, pp. 249--263 (2018)
    : bibtex : more info : RUA
14. 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
15. Rizo, D.; Marsden, A.
    "An MEI-based standard encoding for hierarchical music analyses"
    International Journal on Digital Libraries (2018)
    : bibtex : more info
16. Calvo-Zaragoza, J.; Castellanos, F.J.; Vigliensoni, G.; Fujinaga, I
    "Deep Neural Networks for Document Processing of Music Score Images"
    Applied Sciences, vol. 8, pp. 654 (2018)
    : bibtex : more info : Open Access
17. 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
18. 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, WoRMS, pp. 17--18, Paris (2018)
    : bibtex : pdf : more info : Workshop site
19. 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
20. 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
21. 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
22. 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
23. Rizo, D.; Pascual-León, N.; Sapp, C.S.
    "White Mensural Manual Encoding: from Humdrum to MEI"
    Cuadernos de Investigación Musical, pp. 373-393 (2018)
    : bibtex : pdf : more info : Journal URL
24. 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