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ORCIDJulio J. Carabias-Orti
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2020 – today
- 2024
[j23]Sebastián García Galán
, José Angel Cabrera, Adam Marchewka, J. Enrique Muñoz Expósito, Juan De La Torre Cruz, Pedro Vera-Candeas, Francisco J. Rodríguez-Serrano, Julio J. Carabias-Orti, Francisco J. Cañadas-Quesada, Raul Mata Campos, Nicolás Ruiz-Reyes, Alfonso Cruz-Lendinez:
Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation. Expert Syst. Appl. 255: 124381 (2024)- [j22]Philipp Diel, Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, José Ranilla:
Efficient FPGA implementation for sound source separation using direction-informed multichannel non-negative matrix factorization. J. Supercomput. 80(9): 13411-13433 (2024) - [i3]Jaime Garcia-Martinez, David Diaz-Guerra, Archontis Politis, Tuomas Virtanen, Julio J. Carabias-Orti, Pedro Vera-Candeas:
SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation. CoRR abs/2409.10995 (2024) - 2023
- [j21]Loredana Daria Mang, Francisco J. Cañadas-Quesada, Julio José Carabias-Orti, Elías F. Combarro, José Ranilla:
Cochleogram-based adventitious sounds classification using convolutional neural networks. Biomed. Signal Process. Control. 82: 104555 (2023) - [j20]Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Sebastián García Galán, Julio J. Carabias-Orti, José Ranilla:
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals. J. Biomed. Informatics 145: 104475 (2023) - [j19]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Daniele Salvati, Raquel Cortina:
Efficient parallel kernel based on Cholesky decomposition to accelerate multichannel nonnegative matrix factorization. J. Supercomput. 79(18): 20649-20664 (2023) - [i2]Pablo Cabañas Molero, Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Pedro Vera-Candeas:
Pre-trained Spatial Priors on Multichannel NMF for Music Source Separation. CoRR abs/2310.05821 (2023) - 2022
- [j18]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Pablo Cabañas Molero, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes:
Multichannel Blind Music Source Separation Using Directivity-Aware MNMF With Harmonicity Constraints. IEEE Access 10: 17781-17795 (2022) - 2021
- [j17]Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Sebastián García Galán, Julio José Carabias-Orti, Gerardo Peréz Chica:
Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization. Sensors 21(5): 1661 (2021) - [j16]Mirco Pezzoli, Julio José Carabias-Orti, Maximo Cobos, Fabio Antonacci, Augusto Sarti:
Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation. IEEE Signal Process. Lett. 28: 369-373 (2021) - [j15]Antonio Jesús Muñoz-Montoro, David Suarez-Dou, Julio J. Carabias-Orti, Francisco J. Cañadas-Quesada, José Ranilla:
Parallel multichannel music source separation system. J. Supercomput. 77(1): 619-637 (2021) - [j14]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Raquel Cortina, Sebastián García Galán, José Ranilla:
Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization. J. Supercomput. 77(10): 12143-12156 (2021) - [c14]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Pedro Vera-Candeas:
Ambisonics domain Singing Voice Separation combining Deep Neural Network and Direction Aware Multichannel NMF. MMSP 2021: 1-6 - 2020
- [j13]Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Julio José Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes:
Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds. Expert Syst. Appl. 147: 113212 (2020) - [j12]Juan De La Torre Cruz, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Julio José Carabias-Orti:
Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization. Sensors 20(9): 2679 (2020) - [c13]Antonio Jesús Muñoz-Montoro, Archontis Politis, Konstantinos Drossos, Julio J. Carabias-Orti:
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF. MMSP 2020: 1-6 - [i1]Antonio Jesús Muñoz-Montoro, Julio J. Carabias-Orti, Archontis Politis, Konstantinos Drossos:
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CNMF. CoRR abs/2003.01162 (2020)
2010 – 2019
- 2018
- [j11]Julio J. Carabias-Orti, Joonas Nikunen, Tuomas Virtanen, Pedro Vera-Candeas:
Multichannel Blind Sound Source Separation Using Spatial Covariance Model With Level and Time Differences and Nonnegative Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. 26(9): 1512-1527 (2018) - [c12]Julio J. Carabias-Orti, Pablo Cabañas Molero, Pedro Vera-Candeas, Joonas Nikunen:
Multi-Source Localization Using a DOA Kernel Based Spatial Covariance Model and Complex Nonnegative Matrix Factorization. SAM 2018: 440-444 - 2017
- [j10]Francisco José Rodríguez-Serrano, Julio José Carabias-Orti, Pedro Vera-Candeas, Damián Martínez-Muñoz:
Tempo Driven Audio-to-Score Alignment Using Spectral Decomposition and Online Dynamic Time Warping. ACM Trans. Intell. Syst. Technol. 8(2): 22:1-22:20 (2017) - 2016
- [j9]Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Julio J. Carabias-Orti, Pablo Cabañas Molero:
Constrained non-negative matrix factorization for score-informed piano music restoration. Digit. Signal Process. 50: 240-257 (2016) - [j8]Marius Miron, Julio J. Carabias-Orti, Juan J. Bosch, Emilia Gómez, Jordi Janer:
Score-Informed Source Separation for Multichannel Orchestral Recordings. J. Electr. Comput. Eng. 2016: 8363507:1-8363507:19 (2016) - [d1]Marius Miron, Julio José Carabias-Orti, Juan J. Bosch, Emilia Gómez, Jordi Janer:
PHENICX-Anechoic: note annotations for Aalto anechoic orchestral database. Zenodo, 2016
- 2015
- [c11]Marius Miron, Julio José Carabias-Orti, Jordi Janer:
Improving Score-Informed Source Separation for Classical Music through Note Refinement. ISMIR 2015: 448-454 - [c10]Julio José Carabias-Orti, Francisco J. Rodríguez-Serrano, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada:
An Audio to Score Alignment Framework Using Spectral Factorization and Dynamic Time Warping. ISMIR 2015: 742-748 - 2014
- [j7]Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Julio J. Carabias-Orti, Pablo Cabañas Molero:
Percussive/harmonic sound separation by non-negative matrix factorization with smoothness/sparseness constraints. EURASIP J. Audio Speech Music. Process. 2014: 26 (2014) - [j6]Francisco José Rodríguez-Serrano, Julio José Carabias-Orti, Pedro Vera-Candeas, Francisco Jesús Cañadas-Quesada, Nicolás Ruiz-Reyes:
Monophonic constrained non-negative sparse coding using instrument models for audio separation and transcription of monophonic source-based polyphonic mixtures. Multim. Tools Appl. 72(1): 925-949 (2014) - [c9]Marius Miron, Julio José Carabias-Orti, Jordi Janer:
Audio-to-score Alignment at the Note Level for Orchestral Recordings. ISMIR 2014: 125-130 - 2013
- [j5]Julio J. Carabias-Orti, Francisco J. Rodríguez-Serrano, Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes:
Constrained non-negative sparse coding using learnt instrument templates for realtime music transcription. Eng. Appl. Artif. Intell. 26(7): 1671-1680 (2013) - [j4]Julio J. Carabias-Orti, Maximo Cobos, Pedro Vera-Candeas, Francisco J. Rodríguez-Serrano:
Nonnegative signal factorization with learnt instrument models for sound source separation in close-microphone recordings. EURASIP J. Adv. Signal Process. 2013: 184 (2013) - 2012
- [c8]Francisco J. Rodríguez-Serrano, Julio J. Carabias-Orti, Pedro Vera-Candeas, Tuomas Virtanen, Nicolás Ruiz-Reyes:
Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models. LVA/ICA 2012: 380-387 - 2011
- [j3]Julio J. Carabias-Orti, Tuomas Virtanen, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada:
Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram Factorization. IEEE J. Sel. Top. Signal Process. 5(6): 1144-1158 (2011) - [c7]Maximo Cobos, Pedro Vera-Candeas, Julio J. Carabias-Orti, Nicolás Ruiz-Reyes, José J. López:
Blind Estimation of Reverberation Time from Monophonic Instrument Recordings Based on Non-Negative Matrix Factorization. Semantic Audio 2011 - 2010
- [j2]Julio J. Carabias-Orti, Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes:
Music Scene-Adaptive Harmonic Dictionary for Unsupervised Note-Event Detection. IEEE Trans. Speech Audio Process. 18(3): 473-486 (2010) - [c6]Francisco J. Rodríguez-Serrano, Pedro Vera-Candeas, Pablo Cabañas Molero, Julio José Carabias-Orti, Nicolás Ruiz-Reyes:
Amplitude modulated sinusoidal modeling for audio onset detection. EUSIPCO 2010: 512-516 - [c5]Francisco J. Cañadas-Quesada, Francisco J. Rodríguez-Serrano, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Julio J. Carabias-Orti:
Improving multiple-F0 estimation by onset detection for polyphonic music transcription. MMSP 2010: 7-12 - [c4]Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Julio J. Carabias-Orti, Pablo Cabañas Molero, F. Rodriguez:
Matching Pursuits based on Perceptual Distortion Minimization for Sinusoidal Audio Modelling. SIGMAP 2010: 97-102 - [c3]Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Julio J. Carabias-Orti, Pablo Cabañas Molero, F. Rodriguez:
A Comparative Analysis of Time-frequency Decompositions in Polyphonic Pitch Estimation. SIGMAP 2010: 145-150
2000 – 2009
- 2009
- [j1]Nicolás Ruiz-Reyes, Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Julio J. Carabias-Orti:
New algorithm based on spectral distance maximization to deal with the overlapping partial problem in note-event detection. Signal Process. 89(8): 1653-1660 (2009) - [c2]Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Julio J. Carabias-Orti:
Polyphonic transcription based on temporal evolution of spectral similarity of gaussian mixture models. EUSIPCO 2009: 10-14 - [c1]Julio J. Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada, Raul Mata Campos:
Overlapped event-note separation based on partials amplitude and phase estimation for polyphonic music transcription. EUSIPCO 2009: 943-947
Coauthor Index
aka: Francisco Jesús Cañadas-Quesada
aka: Francisco José Rodríguez-Serrano
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