Publicaciones (50) Publicaciones de JOSE JAVIER VALERO MAS Ver datos de investigación referenciados.

2024

  1. A TRANSFORMER APPROACH FOR POLYPHONIC AUDIO-TO-SCORE TRANSCRIPTION

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  2. An overview of ensemble and feature learning in few-shot image classification using siamese networks

    Multimedia Tools and Applications, Vol. 83, Núm. 7, pp. 19929-19952

  3. Contrastive Self-Supervised Learning for Optical Music Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2023

  1. Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. An experimental study on marine debris location and recognition using object detection

    Pattern Recognition Letters, Vol. 168, pp. 154-161

  3. Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Few-shot symbol classification via self-supervised learning and nearest neighbor

    Pattern Recognition Letters, Vol. 167, pp. 1-8

  5. Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence

    IEEE Transactions on Learning Technologies, Vol. 16, Núm. 6, pp. 955-969

  6. Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works

    Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

  7. Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation

    Pattern Analysis and Applications, Vol. 26, Núm. 4, pp. 1557-1569

  8. Late multimodal fusion for image and audio music transcription

    Expert Systems with Applications, Vol. 216

  9. Multilabel Prototype Generation for data reduction in K-Nearest Neighbour classification

    Pattern Recognition, Vol. 135

  10. Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  11. Multimodal recognition of frustration during game-play with deep neural networks

    Multimedia Tools and Applications, Vol. 82, Núm. 9, pp. 13617-13636

2022

  1. Decoupling music notation to improve end-to-end Optical Music Recognition

    Pattern Recognition Letters, Vol. 158, pp. 157-163

  2. Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Efficient k-nearest neighbor search based on clustering and adaptive k values

    Pattern Recognition, Vol. 122

  4. Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea

    Redes de Investigación e Innovación en Docencia Universitaria: Volumen 2022 (Instituto de Ciencias de la Educación), pp. 187-197

  5. Extracción de perfiles de alumnos de programación en estudios superiores mediante aprendizaje automático en evaluaciones tipo juez en línea

    Memorias del Programa de Redes de investigación en docencia universitaria: Convocatoria 2021-22 (Instituto de Ciencias de la Educación), pp. 1707-1708

  6. INSIGHTS INTO TRANSFER LEARNING BETWEEN IMAGE AND AUDIO MUSIC TRANSCRIPTION

    Proceedings of the Sound and Music Computing Conferences