Publicaciones en las que colabora con JULIO JOSÉ CARABIAS ORTI (53)

2024

  1. Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation

    Expert Systems with Applications, Vol. 255

  2. Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

    Applied Acoustics, Vol. 216

  3. Spherical-harmonics-based sound field decomposition and multichannel NMF for sound source separation

    Applied Acoustics, Vol. 218

  4. SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation

    Zenodo

  5. SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation

    Zenodo

2023

  1. Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals

    Journal of Biomedical Informatics, Vol. 145

  2. PRE-TRAINED SPATIAL PRIORS ON MULTICHANNEL NMF FOR MUSIC SOURCE SEPARATION

    Proceedings of Forum Acusticum

2022

  1. Multichannel Blind Music Source Separation Using Directivity-Aware MNMF with Harmonicity Constraints

    IEEE Access, Vol. 10, pp. 17781-17795

2021

  1. Ambisonics domain Singing Voice Separation combining Deep Neural Network and Direction Aware Multichannel NMF

    IEEE 23rd International Workshop on Multimedia Signal Processing, MMSP 2021

  2. An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

    Applied Acoustics, Vol. 182

  3. Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization

    Sensors (Basel, Switzerland), Vol. 21, Núm. 5

  4. Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization

    Journal of Supercomputing, Vol. 77, Núm. 10, pp. 12143-12156

2020

  1. A constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds

    Applied Acoustics, Vol. 161

  2. Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds

    Expert Systems with Applications, Vol. 147

2019

  1. A novel wheezing detection approach based on constrained non-negative matrix factorization

    Applied Acoustics, Vol. 148, pp. 276-288

  2. Online/offline score informed music signal decomposition: application to minus one

    Eurasip Journal on Audio, Speech, and Music Processing, Vol. 2019, Núm. 1

  3. Source localization using a spatial kernel based covariance model and supervised complex nonnegative matrix factorization

    Proceedings of the International Congress on Acoustics

2018

  1. MULTI-SOURCE LOCALIZATION USING A DOA KERNEL BASED SPATIAL COVARIANCE MODEL AND COMPLEX NONNEGATIVE MATRIX FACTORIZATION

    2018 IEEE 10TH SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM)

  2. Multi-source localization using a DOA Kernel based spatial covariance model and complex nonnegative matrix factorization

    Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

  3. Multichannel Blind Sound Source Separation Using Spatial Covariance Model with Level and Time Differences and Nonnegative Matrix Factorization

    IEEE/ACM Transactions on Audio Speech and Language Processing, Vol. 26, Núm. 9, pp. 1512-1527