[grfia]
+ General Information
+ Members
+ Research
+ Intranet

2021

[WORKSHOP 2021]

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

Valero Más, José Javier

Researcher

Go to the Staff page

In this page: contact : research : publications : links

Contact:
  Department of Software and Computing Systems.
  University of Alicante.
  E-03080 Alicante.
  Spain

  E-mail:    jjvalero at dlsi.ua.es
  Telephone: +34 96 5903400 ext. 3317

Other pages: Teaching, Personal

Research:

Curriculum Vitae:not available yet

Research Interests:

Projects:

Publications:
Search pubs:

Select a year : all : 2022 : 2021 : 2020 : 2019 : 2018 : 2017 : 2016 : 2015 : 2014

  1. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J
    "Insights into transfer learning between image and audio music transcription"
    Sound and Music Computing Conference (2022)
    : bibtex : more info
  2. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J
    "Late multimodal fusion for image and audio music transcription"
    arXiv (2022)
    : bibtex : more info
  3. Arroyo, V.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Pertusa, A.
    "Neural audio-to-score music transcription for unconstrained polyphony using compact output representations"
    Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapur, Singapur (2022)
    : bibtex : more info
  4. 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, vol. 11, pp. 77-84 (2022)
    : bibtex : more info
  5. 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
  6. 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
  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 Audio and Image Music Transcription"
    Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22 (2021)
    : bibtex : more info
  9. 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
  10. Rico-Juan, J.R.; Valero-Mas, J.J.; Iñesta, J.M.
    "Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition"
    Applied Soft Computing, vol. 97 (Part A) (2020)
    : bibtex : more info : URL
  11. Valero-Mas, J. J.; Castellanos, F. J.
    "Data Reduction in the String Space for Efficient kNN Classification through Space Partitioning"
    Applied Sciences, vol. 10, pp. 3356 (2020)
    : bibtex
  12. Rico-Juan, J. R. and Valero-Mas, J. J. and Calvo-Zaragoza, J.
    "Extensions to rank-based prototype selection in k-Nearest Neighbour classification"
    Applied Soft Computing (2019)
    : bibtex : more info
  13. Castellanos, F. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.
    "Oversampling imbalanced data in the string space"
    Pattern Recognition Letters, vol. 103, pp. 32--38 (2018)
    : bibtex : more info : DOI
  14. Gallego, A.J., Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation"
    Pattern Recognition, vol. 74, pp. 531-543 (2018)
    : bibtex : more info
  15. Rico-Juan, J. R.; Gallego, A. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.
    "Statistical semi-supervised system for grading multiple peer-reviewed open-ended works"
    Computers & Education, vol. 126, pp. 264-282 (2018)
    : bibtex : pdf : more info
  16. 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
  17. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Pertusa, A
    "End-To-End Optical Music Recognition using Neural Networks"
    Proc. of International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China (2017)
    : bibtex : more info : pdf
  18. Jose J. Valero-Mas
    "Towards Interactive Multimodal Music Transcription"
    PhD Thesis. Supervisors: José M. Iñesta
    University of Alicante (2017)
    : bibtex : pdf : more info
  19. Valero-Mas, J. J.; Benetos, E.; Iñesta, J. M.
    "Assessing the Relevance of Onset Information for Note Tracking in Piano Music Transcription"
    Proceedings of the AES International Conference on Semantic Audio, Eerlangen (2017)
    : bibtex : pdf : more info : URL
  20. Valero-Mas, J. J.; Calvo-Zaragoza, J.; Rico-Juan, J. R.; Iñesta, J. M.
    "A study of Prototype Selection algorithms for Nearest Neighbour in class-imbalanced problems"
    Proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-58837-7, pp. 335--343, Faro, Portugal (2017)
    : bibtex : pdf : more info
  21. Valero-Mas, J. J.; Iñesta, J. M.
    "Interactive User Correction of Automatically Detected Onsets: Approach and Evaluation"
    EURASIP Journal on Audio, Speech, and Music Processing (2017)
    : bibtex : pdf : more info : : Web page
  22. Valero-Mas, J. J.; Iñesta, J. M.
    "Experimental assessment of descriptive statistics and adaptive methodologies for threshold establishment in onset selection functions"
    Proceedings of the 14th Sound and Music Computing Conference (SMC), pp. 117--124, Espoo (Finland) (2017)
    : bibtex : pdf : more info : Proceedings
  23. Valero-Mas, J.J.; Calvo-Zaragoza, J.; Rico-Juan, J.R.; Iñesta, J.M.
    "An Experimental Study on Rank Methods for Prototype Selection"
    Soft Computing, vol. 21, pp. 5703-–5715 (2017)
    : bibtex : pdf : more info : DOI
  24. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Prototype Generation on Structural Data using Dissimilarity Space Representation"
    Neural Computing and Applications (2016)
    : bibtex : pdf : more info : DOI
  25. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Selecting promising classes from generated data for an efficient multi-class NN classification"
    Soft Computing (2016)
    : bibtex : pdf : more info : DOI
  26. Valero-Mas, J.J.; Benetos, E.; Iñesta, J.M.
    "Classification-based Note Tracking for Automatic Music Transcription"
    Proceedings of the 9th Machine Learning and Music Workshop (MML2016), pp. 61--65, Riva del Garda, Italy (2016)
    : bibtex : pdf : more info
  27. Valero-Mas, J.J.; Calvo-Zaragoza, J.; Rico-Juan, J.R.
    "On the suitability of Prototype Selection methods for kNN classification with distributed data"
    Neurocomputing, vol. 203, pp. 150-160 (2016)
    : bibtex : pdf : more info : DOI
  28. Calvo-Zaragoza, J.; Valero-Mas, J.J.; Rico-Juan, J.R.
    "Prototype Generation on Structural Data using Dissimilarity Space Representation: A Case of Study"
    7th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-319-19389-2, pp. 72-82, Santiago de Compostela, Spain (2015)
    : bibtex : pdf : more info
  29. Calvo-Zaragoza, J; Valero-Mas, J. J.; Rico-Juan, J. R
    "Improving kNN multi-label classification in Prototype Selection scenarios using class proposals"
    Pattern Recognition, vol. 48, pp. 1608-1622 (2015)
    : bibtex : pdf : more info : DOI
  30. Valero-Mas, J.J.; Iñesta, J.M.
    "Interactive onset detection in audio recordings"
    Late Breaking/Demo extended abstract, 16th International Society for Music Information Retrieval Conference (ISMIR), Málaga, Spain (2015)
    : bibtex : pdf : more info
  31. Valero-Mas, J.J.; Salamon, J.; Gómez, E.
    "Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming"
    Proceedings of the 12th Sound and Music Computing Conference (SMC), ISBN: 9--7809--92746629 , pp. 371--378, Maynooth, Ireland (2015)
    : bibtex : pdf : more info
  32. Valero-Mas, J.J.; Iñesta, J.M.; Pérez-Sancho, C.
    "Onset detection with the user in the learning loop"
    Proceedings of the 7th International Workshop on Music and Machine Learning (MML2014), Barcelona, Spain (2014)
    : bibtex : pdf : more info
Links:
Valid XHTML 1.0!Valid CSS!