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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:
Summary:

• 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
• Micó Andrés, María Luisa

1. 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
2. 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
3. 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
4. Rizo, D.; Marsden, A.
   "An MEI-based standard encoding for hierarchical music analyses"
   International Journal on Digital Libraries (2018)
   : bibtex : more info
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. 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