A High Resolution Pursuit-based approach for detecting ultrasonic flaw echoes. - Nicolás Ruiz-Reyes; Pedro Vera-Candeas; J. Curpián-Alonso; Francisco J. Cañadas-Quesada (EUSIPCO, 2006)

A time-frequency adaptive signal model-based approach for parametric ECG compression. - Nicolás Ruiz-Reyes; Pedro Vera-Candeas; P. Reche López; Francisco J. Cañadas-Quesada (EUSIPCO, 2006)

Polyphonic transcription based on temporal evolution of spectral similarity of gaussian mixture models. - Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Julio J. Carabias-Orti (EUSIPCO, 2009)

Overlapped event-note separation based on partials amplitude and phase estimation for polyphonic music transcription. - Julio J. Carabias-Orti; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Francisco J. Cañadas-Quesada; Raul Mata Campos (EUSIPCO, 2009)

New speech/music discrimination approach based on fundamental frequency estimation. - Nicolás Ruiz-Reyes; Pedro Vera-Candeas; J. Enrique Muñoz Expósito; Sebastián García Galán; Francisco J. Cañadas-Quesada (Multim. Tools Appl., 2009)

New algorithm based on spectral distance maximization to deal with the overlapping partial problem in note-event detection. - Nicolás Ruiz-Reyes; Pedro Vera-Candeas; Francisco J. Cañadas-Quesada; Julio J. Carabias-Orti (Signal Process., 2009)

Improving multiple-F0 estimation by onset detection for polyphonic music transcription. - Francisco J. Cañadas-Quesada; Francisco J. Rodríguez-Serrano; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Julio J. Carabias-Orti (MMSP, 2010)

A Comparative Analysis of Time-frequency Decompositions in Polyphonic Pitch Estimation. - Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Julio J. Carabias-Orti; Pablo Cabañas Molero; F. Rodriguez (SIGMAP, 2010)

Matching Pursuits based on Perceptual Distortion Minimization for Sinusoidal Audio Modelling. - Nicolás Ruiz-Reyes; Pedro Vera-Candeas; Francisco J. Cañadas-Quesada; Julio J. Carabias-Orti; Pablo Cabañas Molero; F. Rodriguez (SIGMAP, 2010)

Music Scene-Adaptive Harmonic Dictionary for Unsupervised Note-Event Detection. - Julio J. Carabias-Orti; Pedro Vera-Candeas; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes (IEEE Trans. Speech Audio Process., 2010)

Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram Factorization. - Julio J. Carabias-Orti; Tuomas Virtanen; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Francisco J. Cañadas-Quesada (IEEE J. Sel. Top. Signal Process., 2011)

Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing. - Emilia Gómez; Francisco J. Cañadas-Quesada; Justin Salamon; Jordi Bonada; Pedro Vera-Candeas; Pablo Cabañas Molero (ISMIR, 2012)

Constrained non-negative sparse coding using learnt instrument templates for realtime music transcription. - Julio J. Carabias-Orti; Francisco J. Rodríguez-Serrano; Pedro Vera-Candeas; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes (Eng. Appl. Artif. Intell., 2013)

Supervised Separation of Speech from Background Piano Music using a Nonnegative Matrix Factorization Approach. - A. Martinez-Colón; Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; F. Moreno-Fuentes (STAIRS, 2014)

Percussive/harmonic sound separation by non-negative matrix factorization with smoothness/sparseness constraints. - Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Julio J. Carabias-Orti; Pablo Cabañas Molero (EURASIP J. Audio Speech Music. Process., 2014)

Monophonic constrained non-negative sparse coding using instrument models for audio separation and transcription of monophonic source-based polyphonic mixtures. - Francisco José Rodríguez-Serrano; Julio José Carabias-Orti; Pedro Vera-Candeas; Francisco Jesús Cañadas-Quesada; Nicolás Ruiz-Reyes (Multim. Tools Appl., 2014)

An Audio to Score Alignment Framework Using Spectral Factorization and Dynamic Time Warping. - Julio José Carabias-Orti; Francisco J. Rodríguez-Serrano; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Francisco J. Cañadas-Quesada (ISMIR, 2015)

Gunshot detection and localization based on Non-negative Matrix Factorization and SRP-hat. - J. Lopez-Morillas; Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Nicolás Ruiz-Reyes; Raul Mata Campos; V. Montiel-Zafra (SAM, 2016)

Constrained non-negative matrix factorization for score-informed piano music restoration. - Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; Damián Martínez-Muñoz; Nicolás Ruiz-Reyes; Julio J. Carabias-Orti; Pablo Cabañas Molero (Digit. Signal Process., 2016)

Compositional model for speech denoising based on source/filter speech representation and smoothness/sparseness noise constraints. - Pablo Cabañas Molero; Damián Martínez-Muñoz; Pedro Vera-Candeas; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes (Speech Commun., 2016)

Utilization of Integrated Geophysical Techniques to Delineate the Extraction of Mining Bench of Ornamental Rocks (Marble). - Julián Martínez; Violeta Montiel; Javier Rey; Francisco J. Cañadas-Quesada; Pedro Vera-Candeas (Remote. Sens., 2017)

Wheezing Sound Separation Based on Constrained Non-Negative Matrix Factorization. - Juan De La Torre Cruz; Francisco J. Cañadas-Quesada; Pedro Vera-Candeas; V. Montiel-Zafra; Nicolás Ruiz-Reyes (ICBBT, 2018)

Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds. - Juan De La Torre Cruz; Francisco Jesús Cañadas-Quesada; Julio José Carabias-Orti; Pedro Vera-Candeas; Nicolás Ruiz-Reyes (Expert Syst. Appl., 2020)

Wheezing Sound Separation Based on Informed Inter-Segment Non-Negative Matrix Partial Co-Factorization. - Juan De La Torre Cruz; Francisco Jesús Cañadas-Quesada; Nicolás Ruiz-Reyes; Pedro Vera-Candeas; Julio José Carabias-Orti (Sensors, 2020)

Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization. - Juan De La Torre Cruz; Francisco Jesús Cañadas-Quesada; Nicolás Ruiz-Reyes; Sebastián García Galán; Julio José Carabias-Orti; Gerardo Peréz Chica (Sensors, 2021)

Parallel multichannel music source separation system. - Antonio Jesús Muñoz-Montoro; David Suarez-Dou; Julio J. Carabias-Orti; Francisco J. Cañadas-Quesada; José Ranilla (J. Supercomput., 2021)

Parallel source separation system for heart and lung sounds. - Antonio Jesús Muñoz-Montoro; David Suarez-Dou; Raquel Cortina; Francisco J. Cañadas-Quesada; Elías F. Combarro (J. Supercomput., 2021)

Multichannel Blind Music Source Separation Using Directivity-Aware MNMF With Harmonicity Constraints. - Antonio Jesús Muñoz-Montoro; Julio J. Carabias-Orti; Pablo Cabañas Molero; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes (IEEE Access, 2022)

Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals. - Juan De La Torre Cruz; Damián Martínez-Muñoz; Nicolás Ruiz-Reyes; Antonio Jesús Muñoz-Montoro; Miguel Puentes-Chiachio; Francisco J. Cañadas-Quesada (Comput. Methods Programs Biomed., 2022)

Cochleogram-based adventitious sounds classification using convolutional neural networks. - Loredana Daria Mang; Francisco J. Cañadas-Quesada; Julio José Carabias-Orti; Elías F. Combarro; José Ranilla (Biomed. Signal Process. Control., 2023)

Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals. - Juan De La Torre Cruz; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes; Pedro Vera-Candeas; Sebastián García Galán; Julio J. Carabias-Orti; José Ranilla (J. Biomed. Informatics, 2023)

Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks. - Francisco David González Martínez; Julio José Carabias-Orti; Francisco J. Cañadas-Quesada; Nicolás Ruiz-Reyes; Damián Martínez-Muñoz; Sebastián García Galán (CoRR, 2024)

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation. - Juan De La Torre Cruz; Francisco Jesús Cañadas-Quesada; Damián Martínez-Muñoz; Nicolás Ruiz-Reyes; Sebastián García Galán; Julio José Carabias-Orti (CoRR, 2024)

Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation. - 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 Syst. Appl., 2024)

Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation. - Pablo Revuelta Sanz; Antonio Jesús Muñoz-Montoro; Juan De La Torre Cruz; Francisco J. Cañadas-Quesada; José Ranilla (J. Supercomput., 2024)

Expert system against machine learning approaches as a virtual sensor for ventricular arrhythmia risk level estimation. - Sebastián García Galán; Alberto Rodríguez-Natal; Francisco Javier Maldonado Carrascosa; Nicolás Ruiz-Reyes; Malgorzata Szczerska; Pedro Vera-Candeas; Damián Martínez-Muñoz; Francisco J. Cañadas-Quesada; Alfonso Cruz-Lendinez (Biomed. Signal Process. Control., 2025)

A novel data augmentation technique based on wheezing physiological modeling applied to asthma severity management in respiratory sounds. - Juan De La Torre Cruz; Francisco Jesús Cañadas-Quesada; R. Cortina-Parajon; José Ranilla Pastor; Nicolás Ruiz-Reyes; Pedro Vera-Candeas; P. Cano-Lucena; C. Lacarcel-Bautista; Gerardo Peréz Chica; J. M. Cruz-Molina (Comput. Biol. Medicine, 2025)

Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization. - Francisco David González Martínez; Juan De La Torre Cruz; Julio J. Carabias-Orti; Francisco J. Cañadas-Quesada; Alejandro Antonio Salvador-Navarro; José Ranilla; Lyam Lamrini-H. Laarbi (EURASIP J. Audio Speech Music. Process., 2025)