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CORDIS - EU research results
CORDIS

Researching and Encouraging the Promulgation of European Repertory through Technologies Operating on Records Interrelated Utilising Machines

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Data management plan I (opens in new window)

Mandatory DMP document to be followed by the consortium during the project

Publications

Physics-informed neural network for volumetric sound field reconstruction of speech signals (opens in new window)

Author(s): Marco Olivieri; Xenofon Karakonstantis; Mirco Pezzoli; Fabio Antonacci; Augusto Sarti; Efren Fernandez-Grande
Published in: EURASIP Journal on Audio, Speech, and Music Processing, 2024, ISSN 1687-4722
Publisher: Springer Nature
DOI: 10.48550/ARXIV.2403.09524

An orthogonal non-negative matrix factorization approach for respiratory rate estimation using a wireless stethoscope (opens in new window)

Author(s): J. Torre-Cruz, P. Revuelta-Sanz, F.J. Canadas-Quesada, R. Cortina, P. Vera-Candeas, N. Ruiz-Reyes, J. Ranilla
Published in: Computers and Electrical Engineering, Issue 129, 2026, ISSN 0045-7906
Publisher: Elsevier BV
DOI: 10.1016/J.COMPELECENG.2025.110810

Parametric virtual microphone techniques for sound field reconstruction with early reflection modeling (opens in new window)

Author(s): Gioele Greco, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti
Published in: EURASIP Journal on Audio, Speech, and Music Processing, Issue 2026, 2026, ISSN 1687-4722
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/S13636-025-00437-Y

IEEE Signal Processing Magazine (opens in new window)

Author(s): Jaime Garcia-Martinez; David Diaz-Guerra; Archontis Politis; Tuomas Virtanen; Julio J. Carabias-Orti; Pedro Vera-Candeas
Published in: IEEE Open Journal of Signal Processing, 2025, ISSN 1053-5888
Publisher: IEEE
DOI: 10.48550/ARXIV.2409.10995

Spherical-harmonics-based sound field decomposition and multichannel NMF for sound source separation (opens in new window)

Author(s): Mirco Pezzoli, Julio Carabias-Orti, Pedro Vera-Candeas, Fabio Antonacci, Augusto Sarti
Published in: Applied Acoustics, 2024, ISSN 0003-682X
Publisher: Elsevier
DOI: 10.1016/j.apacoust.2024.109888

Aligned music notation and lyrics transcription (opens in new window)

Author(s): Eliseo Fuentes-Martínez, Antonio Ríos-Vila, Juan C. Martinez-Sevilla, David Rizo, Jorge Calvo-Zaragoza
Published in: Pattern Recognition, Issue 170, 2025, ISSN 0031-3203
Publisher: Elsevier BV
DOI: 10.48550/ARXIV.2412.04217

Influence of thickness profile and bracing pattern in the radiation patterns of archtop guitars (opens in new window)

Author(s): Giacomo Longo, Sebastian Gonzalez, Jon Dewitt Enriquez Dalisay, Thomas Nania, Fabio Antonacci
Published in: The Journal of the Acoustical Society of America, Issue 157, 2025, ISSN 0001-4966
Publisher: Acoustical Society of America (ASA)
DOI: 10.1121/10.0035805

A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds (opens in new window)

Author(s): J. Torre-Cruz, F. Canadas-Quesada, R. Cortina-Parajon, J. Ranilla-Pastor, N. Ruiz-Reyes, P. Vera-Candeas, P. Cano-Lucena, C. Lacarcel-Bautista, G. Perez-Chica, J.M. Cruz-Molina
Published in: Computers in Biology and Medicine, Issue 196, 2026, ISSN 0010-4825
Publisher: Elsevier BV
DOI: 10.1016/J.COMPBIOMED.2025.110910

Efficient FPGA implementation for sound source separation using direction-informed multichannel non-negative matrix factorization (opens in new window)

Author(s): Philipp Diel, Antonio J. Muñoz-Montoro, Julio J. Carabias-Orti, Jose Ranilla
Published in: The Journal of Supercomputing, Issue 80, 2024, ISSN 0920-8542
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S11227-024-05945-W

Score-Informed Music Source Separation: Improving Synthetic-To-Real Generalization in Classical Music (opens in new window)

Author(s): Eetu Tunturi, David Diaz-Guerra, Archontis Politis, Tuomas Virtanen
Published in: 2025 33rd European Signal Processing Conference (EUSIPCO), 2025
Publisher: IEEE
DOI: 10.23919/EUSIPCO63237.2025.11226516

Dynamic Real-Time Ambisonics Order Adaptation for Immersive Networked Music Performances (opens in new window)

Author(s): Paolo Ostan, Carlo Centofanti, Mirco Pezzoli, Alberto Bernardini, Claudia Rinaldi, Fabio Antonacci
Published in: 2025 33rd European Signal Processing Conference (EUSIPCO), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2508.00509

A Preliminary Proposal for a Systematic GABC Encoding of Gregorian Chant (opens in new window)

Author(s): Martha E. Thomae; David Rizo; Eliseo Fuentes-Martínez; Cristina Alís Raurich; Elsa De Luca; Jorge Calvo-Zaragoza
Published in: Proceedings of the 11th International Conference on Digital Libraries for Musicology, 2024
Publisher: ACM
DOI: 10.1145/3660570.3660581

Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses (opens in new window)

Author(s): Pezzoli, Mirco; Antonacci, Fabio; Sarti, Augusto
Published in: 2023, ISSN 2221-3767
Publisher: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023
DOI: 10.61782/fa.2023.1182

A Physics-Informed Neural Network-Based Approach for the Spatial Upsampling of Spherical Microphone Arrays (opens in new window)

Author(s): Federico Miotello; Ferdinando Terminiello; Mirco Pezzoli; Alberto Bernardini; Fabio Antonacci; Augusto Sarti
Published in: 18th International Workshop on Acoustic Signal Enhancement (IWAENC), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2407.18732

Latency and Quality of Experience in Immersive Networked Music Performances using Higher-Order Ambisonics Spatial Audio (opens in new window)

Author(s): Federico Miotello, Paolo Ostan, Guido Elli, Carlo Centofanti, Mirco Pezzoli, Alberto Bernardini, Claudia Rinaldi, Fabio Antonacci
Published in: 2025 Immersive and 3D Audio: from Architecture to Automotive (I3DA), 2025
Publisher: IEEE
DOI: 10.1109/I3DA65421.2025.11202080

HOMULA-RIR: A Room Impulse Response Dataset for Teleconferencing and Spatial Audio Applications Acquired through Higher-Order Microphones and Uniform Linear Microphone Arrays (opens in new window)

Author(s): Federico Miotello; Paolo Ostan; Mirco Pezzoli; Luca Comanducci; Alberto Bernardini; Fabio Antonacci; Augusto Sarti
Published in: IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2402.13896

Source-Free Domain Adaptation for Optical Music Recognition (opens in new window)

Author(s): Adrián Roselló, Eliseo Fuentes-Martínez, María Alfaro-Contreras, David Rizo, Jorge Calvo-Zaragoza
Published in: Lecture Notes in Computer Science, Document Analysis and Recognition - ICDAR 2024, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-70552-6_1

Features vs Bands: Statistical Analysis Between Design Features and Spectral Power for a Set of Culturally Relevant Violins (opens in new window)

Author(s): Sebastian Gonzalez, Raffaele Malvermi, Mary Jane Kwan, Samuel Zygmuntowicz, Fabio Antonacci, Augusto Sarti
Published in: 2024 32nd European Signal Processing Conference (EUSIPCO), 2024
Publisher: EURASIP
DOI: 10.23919/EUSIPCO63174.2024.10714994

VR-PTOLEMAIC: A Virtual Environment for the Perceptual Testing of Spatial Audio Algorithms (opens in new window)

Author(s): Paolo Ostan, Francesca del Gaudio, Federico Miotello, Mirco Pezzoli, Fabio Antonacci
Published in: Proceedings of the 11th Convention of the European Acoustics Association Forum Acusticum / EuroNoise 2025, 2025
Publisher: European Acoustics Association
DOI: 10.48550/ARXIV.2508.00501

Complex - Valued Physics-Informed Neural Network for Near-Field Acoustic Holography (opens in new window)

Author(s): Xinmeng Luan, Marco Olivieri, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti
Published in: 2024 32nd European Signal Processing Conference (EUSIPCO), 2024
Publisher: EURASIP
DOI: 10.23919/EUSIPCO63174.2024.10715295

Ray-Space Constrained Multichannel Nonnegative Matrix Factorization for Audio Source Separation (opens in new window)

Author(s): Antonio J. Muñoz-Montoro, Marco Olivieri, Mirco Pezzoli, Julio Carabias-Orti, Fabio Antonacci, Augusto Sarti
Published in: 2024 32nd European Signal Processing Conference (EUSIPCO), 2024
Publisher: IEEE
DOI: 10.23919/EUSIPCO63174.2024.10715403

A Holistic Approach for Aligned Music and Lyrics Transcription (opens in new window)

Author(s): Juan C. Martinez-Sevilla; Antonio Ríos-Vila; Francisco J. Castellanos 0001; Jorge Calvo-Zaragoza
Published in: Lecture Notes in Computer Science - Document Analysis and Recognition - ICDAR 2023, 2023
Publisher: Springer
DOI: 10.1007/978-3-031-41676-7_11

Pre-trained Spatial Priors on Multichannel NMF for Music Source Separation (opens in new window)

Author(s): Pablo Cabañas Molero; Antonio Jesús Muñoz-Montoro; Julio J. Carabias-Orti; Pedro Vera-Candeas
Published in: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023, 2023
Publisher: European Acoustics Association
DOI: 10.48550/ARXIV.2310.05821

Reconstruction of Sound Field Through Diffusion Models (opens in new window)

Author(s): Federico Miotello, Luca Comanducci, Mirco Pezzoli, Alberto Bernardini, Fabio Antonacci, Augusto Sarti
Published in: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2312.08821

A Holistic Approach for Aligned Music and Lyrics Transcription (opens in new window)

Author(s): Martinez-Sevilla, J.C., Rios-Vila, A., Castellanos, F.J., Calvo-Zaragoza, J.
Published in: Document Analysis and Recognition - ICDAR 2023, 2023, ISBN 978-3-031-41676-7
Publisher: Springer
DOI: 10.1007/978-3-031-41676-7_11

Implicit Neural Representation With Physics-Informed Neural Networks For The Reconstruction Of The Early Part Of Room Impulse Responses (opens in new window)

Author(s): Pezzoli, M.; Antonacci, F.; Sarti, A.
Published in: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023, 2023
Publisher: European Acoustics Association
DOI: 10.48550/ARXIV.2306.11509

Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications (opens in new window)

Author(s): D. Diaz-Guerra, A. Politis, A. Miguel, J.R. Beltran, T. Virtanen
Published in: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023, 2023, ISBN 978-88-88942-67-4
Publisher: European Acoustics Association
DOI: 10.48550/ARXIV.2306.08510

Low-Rank Adaptation of Deep Prior Neural Networks For Room Impulse Response Reconstruction (opens in new window)

Author(s): Mirco Pezzoli, Federico Miotello, Shoichi Koyama, Fabio Antonacci
Published in: 2025 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2507.09806

Pre-trained Spatial Priors on Multichannel NMF for Music Source Separation (opens in new window)

Author(s): Cabanas-Molero, Pablo; Munoz-Montoro, Antonio J.; Carabias-Orti, Julio; Vera-Candeas, Pedro
Published in: 2023, ISSN 2221-3767
Publisher: Proceedings of the 10th Convention of the European Acoustics Association Forum Acusticum 2023
DOI: 10.61782/fa.2023.0611

Integrating High Order Ambisonics and Deep Learning for Advanced Instrument Separation in Spatial Audio Applications (opens in new window)

Author(s): Jaime Garcia-Martinez, Pablo Cabanas-Molero, Pedro Vera-Candeas, Julio J. Carabias-Orti, Antonio J. Munoz-Montoro
Published in: 2025 33rd European Signal Processing Conference (EUSIPCO), 2025
Publisher: IEEE
DOI: 10.23919/EUSIPCO63237.2025.11226209

Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones (opens in new window)

Author(s): Francesca Ronchini, Luca Comanducci, Mirco Pezzoli, Fabio Antonacci, Augusto Sarti
Published in: 2024 32nd European Signal Processing Conference (EUSIPCO), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2402.04866

Towards HRTF Personalization using Denoising Diffusion Models (opens in new window)

Author(s): Juan Camilo Albarracín Sánchez; Luca Comanducci; Mirco Pezzoli; Fabio Antonacci
Published in: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2501.02871

Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-Wise Relevance Propagation (opens in new window)

Author(s): Luca Comanducci, Fabio Antonacci, Augusto Sarti
Published in: 2024 32nd European Signal Processing Conference (EUSIPCO), 2024
Publisher: EURASIP
DOI: 10.48550/ARXIV.2404.03436

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