Francisco J. Cañadas-Quesada

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

Negative Matrix Factorization

Music Emotion Recognition

Constrained Least Squares

Top Venues

J. Supercomput.

Biomed. Signal Process. Control.

EURASIP J. Audio Speech Music. Process.

Publications

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 (2024)
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 (2023)
Loredana D. 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 (2023)
Juan De La Torre Cruz, Damián Martínez-Muñoz, Nicolás Ruiz-Reyes, Antonio Jesús Muñoz-Montoro, M. Puentes-Chiachio, Francisco J. Cañadas-Quesada
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals. Comput. Methods Programs Biomed. 221 (2022)
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 (2022)
Antonio Jesús Muñoz-Montoro, D. Suarez-Dou, Raquel Cortina, Francisco J. Cañadas-Quesada, Elías F. Combarro
Parallel source separation system for heart and lung sounds. J. Supercomput. 77 (8) (2021)
Antonio Jesús Muñoz-Montoro, D. Suarez-Dou, Julio J. Carabias-Orti, Francisco J. Cañadas-Quesada, José Ranilla
Parallel multichannel music source separation system. J. Supercomput. 77 (1) (2021)
Juan De La Torre Cruz, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, V. Montiel-Zafra, Nicolás Ruiz-Reyes
Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization. ICBBT (2018)
Julián Martínez, Violeta Montiel, Javier Rey, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas
Utilization of Integrated Geophysical Techniques to Delineate the Extraction of Mining Bench of Ornamental Rocks (Marble). Remote. Sens. 9 (12) (2017)
J. Lopez-Morillas, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, R. Mata-Campos, V. Montiel-Zafra
Gunshot detection and localization based on Non-negative Matrix Factorization and SRP-hat. SAM (2016)
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 (2016)
Pablo Cabañas Molero, Damián Martínez-Muñoz, Pedro Vera-Candeas, Francisco J. Cañadas-Quesada, Nicolás Ruiz-Reyes
Compositional model for speech denoising based on source/filter speech representation and smoothness/sparseness noise constraints. Speech Commun. 78 (2016)
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)
A. Martinez-Colón, Francisco J. Cañadas-Quesada, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, F. Moreno-Fuentes
Supervised Separation of Speech from Background Piano Music using a Nonnegative Matrix Factorization Approach. STAIRS (2014)
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 (2014)
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) (2013)
Emilia Gómez, Francisco J. Cañadas-Quesada, Justin Salamon, Jordi Bonada, Pedro Vera-Candeas, Pablo Cabañas Molero
Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing. ISMIR (2012)
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) (2011)
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) (2010)
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)
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)
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)
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)
Nicolás Ruiz-Reyes, Pedro Vera-Candeas, J. Enrique Muñoz Expósito, Sebastián García Galán, Francisco J. Cañadas-Quesada
New speech/music discrimination approach based on fundamental frequency estimation. Multim. Tools Appl. 41 (2) (2009)
Julio J. Carabias-Orti, Pedro Vera-Candeas, Nicolás Ruiz-Reyes, Francisco J. Cañadas-Quesada, R. Mata-Campos
Overlapped event-note separation based on partials amplitude and phase estimation for polyphonic music transcription. EUSIPCO (2009)
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) (2009)
Nicolás Ruiz-Reyes, Pedro Vera-Candeas, P. Reche López, Francisco J. Cañadas-Quesada
A time-frequency adaptive signal model-based approach for parametric ECG compression. EUSIPCO (2006)
Nicolás Ruiz-Reyes, Pedro Vera-Candeas, J. Curpián-Alonso, Francisco J. Cañadas-Quesada
A High Resolution Pursuit-based approach for detecting ultrasonic flaw echoes. EUSIPCO (2006)