2024
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.
2023
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.
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.
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.
Evaluating Domain Generalization in Kitchen Utensils Classification Proceedings Article
In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 108-118, 2023.
Lifelong Learning for Document Image Binarization: An Experimental Study Proceedings Article
In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 146-157, 2023.
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.
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.
Few-Shot Symbol Classification via Self-Supervised Learning and Nearest Neighbor Journal Article
In: Pattern Recognition Letters, vol. 167, pp. 1-8, 2023.
An Experimental Study on Marine Debris Location and Recognition using Object Detection Journal Article
In: Pattern Recognition Letters, 2023, ISSN: 0167-8655.
Late multimodal fusion for image and audio music transcription Journal Article
In: Expert Systems With Applications, vol. 216, pp. 119491-119500, 2023.
2022
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.
Speeding-up the encoding of mensural collections from Spanish libraries Journal Article
In: IAML 2022 Prague, 2022.
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.
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.
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.
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.
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.
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.
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.
Multimodal Image and Audio Music Transcription Journal Article
In: International Journal of Multimedia Information Retrieval, vol. 11, pp. 77-84, 2022.
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.
Domain Adaptation for Staff-Region Retrieval of Music Score Images Journal Article
In: International Journal on Document Analysis and Recognition, 2022, ISSN: 1433-2825.
Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor Proceedings Article
In: Pattern Recognition. ICPR International Workshops and Challenges, 2022.
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.
A holistic approach for image-to-graph: application to optical music recognition Journal Article
In: International Journal on Document Analysis and Recognition, 2022.
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.
Region-based Layout Analysis of Music Score Images Journal Article
In: Expert Systems with Applications, pp. 118211, 2022, ISSN: 0957-4174.
Multimodal Recognition of Frustration during Game-Play with Deep Neural Networks Journal Article
In: Multimedia Tools and Applications, 2022.
2021
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.
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.
MultiScore Project: Multimodal Transcription of Music Scores Proceedings Article
In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 3, 2021.
Unsupervised Neural Domain Adaptation for Document Image Binarization Journal Article
In: Pattern Recognition, vol. 119, pp. 108099, 2021.
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.
Multimodal Audio and Image Music Transcription Proceedings Article
In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22, 2021.
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.
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.
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.
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.
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.
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.
An End-to-End Framework for Audio-to-Score Music Transcription PhD Thesis
2021.
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.
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.
2020
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.
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.
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.
Automatic scale estimation for music score images Journal Article
In: Expert Systems with Applications, vol. 158, no. 113590, 2020, ISSN: 0957-4174.
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.
Understanding Optical Music Recognition Journal Article
In: ACM Computing Surveys, vol. 53, no. 4, pp. 77, 2020.
2024
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.
2023
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.
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.
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.
Evaluating Domain Generalization in Kitchen Utensils Classification Proceedings Article
In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 108-118, 2023.
Lifelong Learning for Document Image Binarization: An Experimental Study Proceedings Article
In: Iberian Conference on Pattern Recognition and Image Analysis, pp. 146-157, 2023.
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.
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.
Few-Shot Symbol Classification via Self-Supervised Learning and Nearest Neighbor Journal Article
In: Pattern Recognition Letters, vol. 167, pp. 1-8, 2023.
An Experimental Study on Marine Debris Location and Recognition using Object Detection Journal Article
In: Pattern Recognition Letters, 2023, ISSN: 0167-8655.
Late multimodal fusion for image and audio music transcription Journal Article
In: Expert Systems With Applications, vol. 216, pp. 119491-119500, 2023.
2022
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.
Speeding-up the encoding of mensural collections from Spanish libraries Journal Article
In: IAML 2022 Prague, 2022.
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.
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.
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.
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.
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.
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.
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.
Multimodal Image and Audio Music Transcription Journal Article
In: International Journal of Multimedia Information Retrieval, vol. 11, pp. 77-84, 2022.
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.
Domain Adaptation for Staff-Region Retrieval of Music Score Images Journal Article
In: International Journal on Document Analysis and Recognition, 2022, ISSN: 1433-2825.
Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor Proceedings Article
In: Pattern Recognition. ICPR International Workshops and Challenges, 2022.
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.
A holistic approach for image-to-graph: application to optical music recognition Journal Article
In: International Journal on Document Analysis and Recognition, 2022.
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.
Region-based Layout Analysis of Music Score Images Journal Article
In: Expert Systems with Applications, pp. 118211, 2022, ISSN: 0957-4174.
Multimodal Recognition of Frustration during Game-Play with Deep Neural Networks Journal Article
In: Multimedia Tools and Applications, 2022.
2021
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.
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.
MultiScore Project: Multimodal Transcription of Music Scores Proceedings Article
In: Proceedings of the 14th Machine Learning and Music Workshop, pp. 3, 2021.
Unsupervised Neural Domain Adaptation for Document Image Binarization Journal Article
In: Pattern Recognition, vol. 119, pp. 108099, 2021.
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.
Multimodal Audio and Image Music Transcription Proceedings Article
In: Proc. of the 3rd International Workshop on Reading Music Systems, pp. 18-22, 2021.
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.
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.
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.
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.
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.
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.
An End-to-End Framework for Audio-to-Score Music Transcription PhD Thesis
2021.
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.
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.
2020
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.
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.
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.
Automatic scale estimation for music score images Journal Article
In: Expert Systems with Applications, vol. 158, no. 113590, 2020, ISSN: 0957-4174.
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.
Understanding Optical Music Recognition Journal Article
In: ACM Computing Surveys, vol. 53, no. 4, pp. 77, 2020.