Publications in collaboration with researchers from Universidad de Oviedo (11)

2024

  1. Exploring Hybrid Quantum-Classical Machine Learning for Respiratory Sound Analysis

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

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

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

  3. Respiratory rate estimation applying non-negative matrix partial co-factorization from breath sounds

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

2023

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

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

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

    Journal of Biomedical Informatics, Vol. 145

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. Parallel multichannel music source separation system

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

  2. Parallel source separation system for heart and lung sounds

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

2015

  1. A DTW-based score following method for score-informed sound source separation

    Proceedings of the 12th International Conference in Sound and Music Computing, SMC 2015

  2. Online harmonic/percussive separation using smoothness/sparseness constraints

    Proceedings of the 12th International Conference in Sound and Music Computing, SMC 2015