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2021

[WORKSHOP 2021]

15th workshop gRFIA

9th Music Encoding Conference (MEI 2021)

[]

Alicante, July 19-23

13th international workshop on Machine Learning and Music

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(online) September 18, 2020

Publications 2021:

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  1. 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
  2. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.
    "Neural architectures for exploiting the components of Agnostic Notation in Optical Music Recognition"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 13-17 (2021)
    : bibtex : more info
  3. Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J.M.
    "Reconocimiento Óptico de Partituras (OMR) aplicado al Fonde de Música Tradicional IMF-CSIC"
    Musicología en Web. Patrimonio musical y Humanidades Digitales, ISBN: 978-3-967280-14-2, pp. 87-109 (2021)
    : bibtex : more info
  4. 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
  5. 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
  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.; 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
  8. de la Fuente, C.; Valero-Mas, J.J.; Castellanos, F.J.; Calvo-Zaragoza, J.
    "Multimodal Image and Audio Music Transcription"
    International Journal of Multimedia Information Retrieval (2021)
    : bibtex : more info
  9. de la Fuente, C; Valero-Mas, J.J.; Castellanos, F. J.; Calvo-Zaragoza, J.
    "Multimodal Audio and Image Music Transcription"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22 (2021)
    : bibtex : more info
  10. Gallego, A.-J.; Calvo-Zaragoza, J.; Fisher, 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
  11. 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
  12. López-Gutiérrez, J.C.; Valero-Mas, J.J.; Castellanos, F.J.; Calvo-Zaragoza J.
    "Data Augmentation for End-to-End Optical Music Recognition"
    Proceedings of the 14th IAPR International Workshop on Graphics Recognition (GREC), pp. 59-73 (2021)
    : bibtex : more info
  13. Mas-Candela, E.; Alfaro-Contreras, M.; Calvo-Zaragoza, J.;
    "Sequential Next-Symbol Prediction for Optical Music Recognition"
    16th International Conference on Document Analysis and Recognition (2021)
    : bibtex : more info
  14. Miguel Angel Román García
    "An End-to-End Framework for Audio-to-Score Music Transcription"
    PhD Thesis. Supervisors: Antonio Pertusa, Jorge Calvo-Zaragoza
    Universidad de Alicante (2021)
    : bibtex : more info
  15. Ortega-Bastida, Javier; Gallego, Antonio Javier; Rico-Juan, Juan Ramón; Albarrán, Pedro
    "A multimodal approach for regional GDP prediction using social media activity and historical information"
    Applied Soft Computing, pp. 107693 (2021)
    : bibtex : more info : URL
  16. Rios-Vila, A.; Rizo, D.; Calvo-Zaragoza, J.;
    "Complete Optical Music Recognition via Agnostic Transcription and Machine Translation"
    16th International Conference on Document Analysis and Recognition, pp. 661-675 (2021)
    : bibtex : more info
  17. Ríos-Vila; A.; Esplà-Gomis, M.; Rizo, D. ; Ponce de León, P.J.; Iñesta, J.M.
    "Applying Automatic Translation for Optical Music Recognition’s Encoding Step"
    Applied Sciences, vol. 11 (2021)
    : bibtex : more info
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