Publicaciones en colaboración con investigadores/as de Universidad de Jaén (28)

2024

  1. Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

    Sensors, Vol. 24, Núm. 2

  2. Efficient FPGA implementation for sound source separation using direction-informed multichannel non-negative matrix factorization

    Journal of Supercomputing

  3. Flexible-dimensional L-statistic for mean estimation of symmetric distributions

    Statistical Papers

2023

  1. An ambient denoising method based on multi-channel non-negative matrix factorization for wheezing detection

    Journal of Supercomputing, Vol. 79, Núm. 2, pp. 1571-1591

  2. Automatic Robust Crackle Detection and Localization Approach Using AR-Based Spectral Estimation and Support Vector Machine

    Applied Sciences (Switzerland), Vol. 13, Núm. 19

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

    Journal of Biomedical Informatics, Vol. 145

  4. Efficient parallel kernel based on Cholesky decomposition to accelerate multichannel nonnegative matrix factorization

    Journal of Supercomputing, Vol. 79, Núm. 18, pp. 20649-20664

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

    Proceedings of Forum Acusticum

  6. The music demixing machine: toward real-time remixing of classical music

    Journal of Supercomputing, Vol. 79, Núm. 13, pp. 14342-14357

2022

  1. Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions

    Communications in Computer and Information Science

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

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

  3. Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals

    Computer Methods and Programs in Biomedicine, Vol. 221

2021

  1. A Coherence-based Clustering Method for Multichannel Speech Enhancement in Wireless Acoustic Sensor Networks

    European Signal Processing Conference

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

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

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

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

  4. Parallel multichannel music source separation system

    Journal of Supercomputing, Vol. 77, Núm. 1, pp. 619-637

  5. Parallel source separation system for heart and lung sounds

    Journal of Supercomputing, Vol. 77, Núm. 8, pp. 8135-8150

2020

  1. A score identification parallel system based on audio-to-score alignment

    Journal of Supercomputing, Vol. 76, Núm. 11, pp. 8830-8844

  2. Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF

    IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020

2019

  1. HReMAS: hybrid real-time musical alignment system

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1001-1013