PUBLICATIONS

488 entries « 1 of 10 »

2024

Alfaro-Contreras, M.; Rios-Vila, A.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

A Transformer Approach for Polyphonic Audio-to-Score Transcription Proceedings Article

In: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), Seul (Korea), 2024.

BibTeX | Tags: MultiScore

2023

Martínez-Sevilla, J. C.; Alfaro-Contreras, M.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

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

In: INTERSPEECH Conference, pp. 2793-2797, Dublin, Ireland, 2023.

Links | BibTeX | Tags: MultiScore

Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, J. M.; Calvo-Zaragoza, J.

Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study Proceedings Article

In: Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges. ICPR 2022. Lecture Notes in Computer Science, pp. 64-77, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-37731-0.

Links | BibTeX | Tags: MultiScore

Garrido-Munoz, C.; Alfaro-Contreras, M.; Calvo-Zaragoza, J.

Evaluating Domain Generalization in Kitchen Utensils Classification Proceedings Article

In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 108-118, 2023.

Links | BibTeX | Tags: MultiScore

González-Barrachina, P.; Alfaro-Contreras, M.; Nieto-Hidalgo, M.; Calvo-Zaragoza, J.

Lifelong Learning for Document Image Binarization: An Experimental Study Proceedings Article

In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 146-157, 2023.

Links | BibTeX | Tags: MultiScore

Alfaro-Contreras, M.; Iñesta, J. M.; Calvo-Zaragoza, J.

Optical Music Recognition for Homophonic Scores with Neural Networks and Synthetic Music Generation Journal Article

In: International Journal of Multimedia Information Retrieval, vol. 12, pp. 12-24, 2023.

Links | BibTeX | Tags:

Ríos-Vila, A.; Rizo, D.; Iñesta, J. M.; Calvo-Zaragoza, J.

End-to-end optical music recognition for pianoform sheet music Journal Article

In: International Journal on Document Analysis and Recognition (IJDAR), iss. ICDAR 2023, 2023, ISSN: 1433-2825.

Abstract | Links | BibTeX | Tags: MultiScore

Alfaro-Contreras, M.; Ríos-Vila, A.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

Few-Shot Symbol Classification via Self-Supervised Learning and Nearest Neighbor Journal Article

In: Pattern Recognition Letters, vol. 167, pp. 1-8, 2023.

Links | BibTeX | Tags: MultiScore

Valero-Mas, J. J.; Gallego, A. J.; Alonso-Jiménez, P.; Serra, X.

Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification Journal Article

In: Pattern Recognition, vol. 135, pp. 109190, 2023, ISSN: 0031-3203.

Abstract | BibTeX | Tags: DOREMI, MultiScore

Sánchez-Ferrer, A.; Valero-Mas, J. J.; Gallego, A. J.; Calvo-Zaragoza, J.

An Experimental Study on Marine Debris Location and Recognition using Object Detection Journal Article

In: Pattern Recognition Letters, 2023, ISSN: 0167-8655.

Abstract | BibTeX | Tags: TADMar

Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, J. M.; Calvo-Zaragoza, J.

Late multimodal fusion for image and audio music transcription Journal Article

In: Expert Systems With Applications, vol. 216, pp. 119491-119500, 2023.

Links | BibTeX | Tags: MultiScore

2022

Ríos-Vila, A.; Iñesta, J. M.; Calvo-Zaragoza, J.

End-to-End Full-Page Optical Music Recognition for Mensural Notation Proceedings Article

In: Proceedings of the 23rd International Society for Music Information Retrieval Conference, pp. 226-232, 2022, ISBN: 978-1-7327299-2-6.

Abstract | Links | BibTeX | Tags: Leonardo2021, MultiScore

Rizo, D.; Delgado, T.; Calvo-Zaragoza, J.; Madueño, A.; García-Iasci, P.

Speeding-up the encoding of mensural collections from Spanish libraries Journal Article

In: IAML 2022 Prague, 2022.

BibTeX | Tags: MultiScore

Alfaro-Contreras, M.; Valero-Mas, J. J.; Iñesta, J. M.; Calvo-Zaragoza, J.

Insights into transfer learning between image and audio music transcription Proceedings Article

In: Sound and Music Computing Conference, pp. 295-301, Zenodo, Saint-Étienne, France, 2022.

Abstract | Links | BibTeX | Tags: MultiScore

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 Journal Article

In: Pattern Recognition Letters, vol. 158, pp. 157-163, 2022, ISSN: 0167-8655.

Abstract | Links | BibTeX | Tags: MultiScore

Arroyo, V.; Valero-Mas, J. J.; Calvo-Zaragoza, J.; Pertusa, A.

Neural audio-to-score music transcription for unconstrained polyphony using compact output representations Proceedings Article

In: Proc. of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Singapur, Singapur, 2022.

BibTeX | Tags: MultiScore

Ríos-Vila, A.; Iñesta, J. M.; Calvo-Zaragoza, J.

On the Use of Transformers for End-to-End Optical Music Recognition Proceedings Article

In: Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., pp. 470-481, Aveiro, Portugal, 2022, ISBN: 978-3-031-04880-7.

BibTeX | Tags: MultiScore

Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.

Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches Proceedings Article

In: Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., pp. 482-492, Aveiro, Portugal, 2022, ISBN: 978-3-031-04880-7.

BibTeX | Tags: Leonardo2021

Mas-Candela, E.; Ríos-Vila, A.; Calvo-Zaragoza, J.

A First Approach to Image Transformation Sequence Retrieval Proceedings Article

In: Iberian Pattern Recognition and Image Analysis, IbPRIA 2022., pp. 321-332, Aveiro, Portugal, 2022.

BibTeX | Tags: MultiScore

Münnich, S.; Rizo, D.

Music Encoding Conference Proceedings 2022. Book

Humanities Commons, 2022, ISBN: 978-84-1302-173-7.

BibTeX | Tags: MultiScore

Münnich, S.; Rizo, D.

Foreword Proceedings Article

In: Münnich, S.; Rizo, D. (Ed.): Music Encoding Conference Proceedings 2021, pp. vii–viii, Humanities Commons, 2022, ISBN: 978-84-1302-173-7.

BibTeX | Tags: MultiScore

Desmond, K.; Pugin, L.; Regimbal, J.; Rizo, D.; Sapp, C. S.; Thomae, M. E.

Encoding Polyphony from Medieval Manuscripts Notated in Mensural Notation Proceedings Article

In: Music Encoding Conference Proceedings 2021, pp. 197–219, Humanities Commons, 2022, ISBN: 978-84-1302-173-7.

BibTeX | Tags: MultiScore

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 Proceedings Article

In: 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), pp. 616–628, Aveiro, Portugal, 2022, ISBN: 978-3-031-04881-4.

Abstract | BibTeX | Tags:

Iñesta, J. M.; Thomae, M. E.

An On-line Tool for Transcription of Music Scores: MuRET Presentation

Montreal (Canada), 01.05.2022.

Abstract | Links | BibTeX | Tags: HispaMus

Fuente, C.; Valero-Mas, J. J.; Castellanos, F. J.; Calvo-Zaragoza, J.

Multimodal Image and Audio Music Transcription Journal Article

In: International Journal of Multimedia Information Retrieval, vol. 11, pp. 77-84, 2022.

BibTeX | Tags: MultiScore

Castellanos, F. J.; Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.

Region-based Layout Analysis of Music Score Images Journal Article

In: Expert Systems with Applications, pp. 118211, 2022, ISSN: 0957-4174.

BibTeX | Tags: MultiScore

Rosello, A.; Ayllon, E.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

Test Sample Selection for Handwriting Recognition Through Language Modeling Proceedings Article

In: Pattern Recognition and Image Analysis - 10th Iberian Conference, IbPRIA 2022, Aveiro, Portugal, May 4-6, 2022, Proceedings, 2022.

BibTeX | Tags: MultiScore

Ríos-Vila, A.; Iñesta, J. M.; Calvo-Zaragoza, J.

End-to-End Full-Page Optical Music Recognition for Mensural Notation Proceedings Article

In: Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR, Bangalore, India, 2022.

Abstract | BibTeX | Tags: Leonardo2021, MultiScore

Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.; Fujinaga, I.

Domain Adaptation for Staff-Region Retrieval of Music Score Images Journal Article

In: International Journal on Document Analysis and Recognition, 2022, ISSN: 1433-2825.

BibTeX | Tags: MultiScore

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 Journal Article

In: Multimedia Tools and Applications, 2022.

BibTeX | Tags:

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 Proceedings Article

In: Pattern Recognition. ICPR International Workshops and Challenges, 2022.

BibTeX | Tags: MultiScore

Sáez-Pérez, J.; Gallego, A. J.; Valero-Mas, J. J.; Calvo-Zaragoza, J.

Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition Proceedings Article

In: 10th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2022.

BibTeX | Tags: ROMA

Alashhab, S.

Aplicaciones de visión artificial para ayuda a personas con dificultades visuales PhD Thesis

2022.

BibTeX | Tags:

Bernabeu, M.

Búsqueda de imágenes similares usando técnicas de aprendizaje automático PhD Thesis

2022.

BibTeX | Tags:

Gallego, A. J.; Rico-Juan, J. R.; Valero-Mas, J. J.

Efficient k-nearest neighbor search based on clustering and adaptive k values Journal Article

In: Pattern Recognition, vol. 122, pp. 108356, 2022, ISSN: 0031-3203.

Abstract | BibTeX | Tags:

Alashhab, S.; Gallego, A. J.; Lozano, M. Á.

Efficient gesture recognition for the assistance of visually impaired people using multi-head neural networks Journal Article

In: Engineering Applications of Artificial Intelligence, vol. 114, pp. 105188, 2022, ISSN: 0952-1976.

Abstract | BibTeX | Tags:

Garrido-Munoz, C.; Ríos-Vila, A.; Calvo-Zaragoza, J.

A holistic approach for image-to-graph: application to optical music recognition Journal Article

In: International Journal on Document Analysis and Recognition, 2022.

BibTeX | Tags: Leonardo2021

2021

Calvo-Zaragoza, J.; Pertusa, A.; Gallego, A. J.; Iñesta, J. M.; Micó, L.; Oncina, J.; Perez-Sancho, C.; de León, P. J. Ponce; Rizo, D.

MultiScore Project: Multimodal Transcription of Music Scores Proceedings Article

In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 3, 2021.

Links | BibTeX | Tags: MultiScore

Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.

An Unsupervised Domain Adaptation framework for Layout Analysis of Music Score Images Proceedings Article

In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 6, 2021.

BibTeX | Tags: GRE19-04, ROMA

Ríos-Vila, A.; Calvo-Zaragoza, J.; Iñesta, J. M.

CTC-based end-to-end approach for full page Optical Music Recognition Proceedings Article

In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 11, 2021.

BibTeX | Tags: MultiScore

Castellanos, F. J.; Gallego, A. J.; Calvo-Zaragoza, J.

Unsupervised Neural Domain Adaptation for Document Image Binarization Journal Article

In: Pattern Recognition, vol. 119, pp. 108099, 2021.

BibTeX | Tags: GRE19-04, HispaMus

Alfaro-Contreras, M.; Rizo, D.; Iñesta, J. M.; Calvo-Zaragoza, J.

OMR-assisted transcription: a case study with early prints Proceedings Article

In: Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR, pp. 35-41, 2021, ISBN: 978-1-7327299-0-2.

BibTeX | Tags: MultiScore

Castellanos, F. J.; Gallego, A. J.

Unsupervised Neural Document Analysis for Music Score Images Proceedings Article

In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 50-54, 2021.

BibTeX | Tags: GRE19-04, HispaMus

Madueño, A.; Ríos-Vila, A.; Rizo, D.

Automatized incipit encoding at the Andalusian Music Documentation Center Proceedings Article

In: Digital Libraries for Musicology / IAML Joint Session, 2021.

BibTeX | Tags: MultiScore

Ríos-Vila, A.; Esplà-Gomis, M.; Rizo, D.; de León, P. J. Ponce; Iñesta, J. M.

Applying Automatic Translation for Optical Music Recognition’s Encoding Step Journal Article

In: Applied Sciences, vol. 11, no. 9, 2021, ISSN: 2076-3417.

Abstract | BibTeX | Tags: GV/2020/030, HispaMus

Gallego, A. J.; Calvo-Zaragoza, J.; Fisher, R. B.

Incremental Unsupervised Domain-Adversarial Training of Neural Networks Journal Article

In: IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 11, pp. 4864-4878, 2021, ISSN: 2162-2388.

Abstract | Links | BibTeX | Tags: GRE19-04, HispaMus

Román, M. A.

An End-to-End Framework for Audio-to-Score Music Transcription PhD Thesis

2021.

BibTeX | Tags: HispaMus

Alfaro-Contreras, M.; Valero-Mas, J. J.

Exploiting the Two-Dimensional Nature of Agnostic Music Notation for Neural Optical Music Recognition Journal Article

In: Applied Sciences (Special Issue Advances in Music Reading Systems), vol. 11, no. 8, pp. 3621, 2021, ISSN: 2076-3417.

BibTeX | Tags: GRE19-04

Fuente, C; Valero-Mas, J. J.; Castellanos, F. J.; Calvo-Zaragoza, J.

Multimodal Audio and Image Music Transcription Proceedings Article

In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22, 2021.

BibTeX | Tags:

Calvo-Zaragoza, J.; Rizo, D.; Iñesta, J. M.

Reconocimiento Óptico de Partituras (OMR) aplicado al Fonde de Música Tradicional IMF-CSIC Book Chapter

In: Gambero-Ustárroz, M.; Ros-Fábregas, E. (Ed.): Musicología en Web. Patrimonio musical y Humanidades Digitales, Chapter 4, pp. 87-109, Edition Reichenberger, 2021, ISBN: 978-3-967280-14-2.

BibTeX | Tags: HispaMus

488 entries « 1 of 10 »