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115 entries « 1 of 3 »

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

A Holistic Approach for Aligned Music and Lyrics Transcription Conference

Document Analysis and Recognition - ICDAR 2023, vol. 1, Springer Nature Switzerland, Cham, 2023, ISBN: 978-3-031-41676-7.

Abstract | Links | BibTeX | Tags: REPERTORIUM

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

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.; 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

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

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

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

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:

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

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

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

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

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

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

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.; 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

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:

2021

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

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.

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

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

Garrido-Munoz, C.; Sánchez-Hernández, A.; Castellanos, F. J.; Calvo-Zaragoza, J.

Domain Adaptation for Document Image Binarization via Domain Classification Proceedings Article

In: Tallón-Ballesteros, A. J. (Ed.): Frontiers in Artificial Intelligence and Applications, pp. 569-582, IOS Press, 2021, ISBN: 978-1-64368-224-2.

BibTeX | Tags: GRE19-04, GV/2020/030

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

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

Complete Optical Music Recognition via Agnostic Transcription and Machine Translation Proceedings Article

In: 16th International Conference on Document Analysis and Recognition, pp. 661-675, 2021.

BibTeX | Tags: GV/2020/030

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 Journal Article

In: Soft Computing, vol. 25, 2021, ISSN: 15403-15415.

BibTeX | Tags: GRE19-04, HispaMus

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

Unsupervised Domain Adaptation for Document Analysis of Music Score Images Proceedings Article

In: Proc. of the 22nd International Society for Music Information Retrieval Conference, 2021.

BibTeX | Tags: GRE19-04

Román, M. A.

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

2021.

BibTeX | Tags: HispaMus

Mas-Candela, E.; Alfaro-Contreras, M.; Calvo-Zaragoza, J.

Sequential Next-Symbol Prediction for Optical Music Recognition Proceedings Article

In: 16th International Conference on Document Analysis and Recognition, pp. 708-722, 2021, ISBN: 978-3-030-86334-0.

Links | BibTeX | Tags: GV/2020/030

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

Data Augmentation for End-to-End Optical Music Recognition Proceedings Article

In: Proceedings of the 14th IAPR International Workshop on Graphics Recognition (GREC), pp. 59-73, Springer, 2021.

BibTeX | Tags: GV/2020/030

2020

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

Evaluating Simultaneous Recognition and Encoding for Optical Music Recognition Proceedings Article

In: DLfM 2020: 7th International Conference on Digital Libraries for Musicology, pp. 10-17, Association for Computing Machinery, 2020, ISBN: 978-1-4503-8760-6.

BibTeX | Tags: HispaMus

Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J. M.

A neural approach for full-page Optical Music Recognition of mensural documents Proceedings Article

In: Proceedings of the 21st International Society for Music Information Retrieval Conference, pp. 558-565, Montréal, Canada, 2020, ISBN: 978-0-9813537-0-8.

BibTeX | Tags: HispaMus

Castellanos, F. J.; Calvo-Zaragoza, J.; Iñesta, J. M.

Two-step neural cross-domain experiments forfull-page recognition of Mensural documents Proceedings Article

In: Proc. of the 13th International Workshop on Machine Learning and Music, pp. 56–60, MML 2020 13th International Workshop on Machine Learning and Music, 2020.

BibTeX | Tags: GRE19-04, HispaMus

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

Automatic scale estimation for music score images Journal Article

In: Expert Systems with Applications, vol. 158, no. 113590, 2020, ISSN: 0957-4174.

BibTeX | Tags:

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

Retrieving Music Semantics from Optical Music Recognition by Machine Translation Proceedings Article

In: Luca, Elsa De; Flanders, Julia (Ed.): Music Encoding Conference Proceedings 26-29 May, 2020 Tufts University, Boston (USA), pp. 19-24, Music Encoding Initiative 2020.

Links | BibTeX | Tags: HispaMus

Calvo-Zaragoza, J.; Jr., J. Hajic; Pacha, A.

Understanding Optical Music Recognition Journal Article

In: ACM Computing Surveys, vol. 53, no. 4, pp. 77, 2020.

BibTeX | Tags: HispaMus

115 entries « 1 of 3 »