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  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. 2038

Other pages: Teaching, Personal

Curriculum Vitae:not available yet

Research Interests:

Projects:

• Digitalización de Obras históricas mediante REconocimiento adaptativo de Música en Imágenes
• Multimodal Transcription of Music Scores
• Reconocimiento Óptico de Música mediante técnicas Adaptativa
• Reconocimiento óptico de música (OMR) mediante técnicas de aprendizaje automático
• Technologies for interactive music learning /Tecnologías interactivas para el aprendizaje de música

Select a year : all : 2023 : [2022] : 2021 : 2020 : 2019 : 2018 : 2017 : 2016 : 2015 : 2014

1. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
   "Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor"
   Pattern Recognition. ICPR International Workshops and Challenges (2022)
   : bibtex : more info
2. Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
   "Decoupling music notation to improve end-to-end Optical Music Recognition"
   Pattern Recognition Letters, vol. 158 , pp. 157--163 (2022)
   : bibtex : more info : DOI
3. 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, pp. 292-298, Saint-Étienne (2022)
   : bibtex : more info
4. Alfaro-Contreras, M.; Valero-Mas, J.J.; Iñesta, J.M.; Calvo-Zaragoza, J.
   "Multimodal strategies for image and audio music transcription: A comparative study"
   Pattern Recognition. ICPR International Workshops and Challenges (2022)
   : bibtex : more info
5. 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
6. de la Fuente, C.; Castellanos, F. J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.;
   "Multimodal Recognition of Frustration during Game-Play with Deep Neural Networks"
   Multimedia Tools and Applications (2022)
   : bibtex : more info
7. 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
8. Gallego, A.J.; Rico-Juan, J.R.; Valero-Mas, J.J.
   "Efficient k-nearest neighbor search based on clustering and adaptive k values"
   Pattern Recognition, vol. 122, pp. 108356 (2022)
   : bibtex : more info : URL
9. Rosello, A.; Ayllon, E.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
   "Test Sample Selection for Handwriting Recognition Through Language Modeling"
   Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings (2022)
   : bibtex : more info
10. Sáez-Pérez, J.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA) (2022)
    : bibtex : more info
11. Sánchez-Ferrer, A.; Gallego, A.J.; Valero-Mas, J.J.; Calvo-Zaragoza, J.
    "The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition"
    10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), ISBN: 978-3-031-04881-4, pp. 616--628, Aveiro, Portugal (2022)
    : bibtex : more info : URL