Publicacions en col·laboració amb investigadors/es de Universidad de Jaén (21)

2024

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

    Journal of Supercomputing, Vol. 80, Núm. 9, pp. 13411-13433

  2. Mapping the Landscape of Quantum Computing and High Performance Computing Research Over the Last Decade

    IEEE Access, Vol. 12, pp. 106107-106120

  3. Noise-tolerant NMF-based parallel algorithm for respiratory rate estimation

    Journal of Supercomputing, Vol. 80, Núm. 19, pp. 26922-26941

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

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

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

    Proceedings of Forum Acusticum

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

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

2022

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

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

  2. 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. Online score-informed source separation in polyphonic mixtures using instrument spectral patterns

    Computational and Mathematical Methods, Vol. 1, Núm. 4

  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. Real-time Soundprism

    Journal of Supercomputing, Vol. 75, Núm. 3, pp. 1594-1609