Publicaciones en las que colabora con JOSE JAVIER VALERO MAS (34)

2024

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

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

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. 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

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

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

  7. Late multimodal fusion for image and audio music transcription

    Expert Systems with Applications, Vol. 216

  8. 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)

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

    Proceedings of the Sound and Music Computing Conferences

  4. Multimodal image and audio music transcription

    International Journal of Multimedia Information Retrieval, Vol. 11, Núm. 1, pp. 77-84

  5. NEURAL AUDIO-TO-SCORE MUSIC TRANSCRIPTION FOR UNCONSTRAINED POLYPHONY USING COMPACT OUTPUT REPRESENTATIONS

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

  6. Test Sample Selection for Handwriting Recognition Through Language Modeling

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

  7. The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition

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

2021

  1. Data Augmentation for End-to-End Optical Music Recognition

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

  2. Evaluación cuantitativa de las especificaciones de diseño en problemas de síntesis de sonido mediante aprendizaje automático

    Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2020-21 (Instituto de Ciencias de la Educación), pp. 2345-2362

  3. Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification

    Soft Computing, Vol. 25, Núm. 24, pp. 15403-15415