Publicaciones en colaboración con investigadores/as de Universidad de Oviedo (27)

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, Vol. 80, Núm. 9, pp. 13411-13433

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

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

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

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

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

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

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

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

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

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

2022

  1. A system for biomedical audio signal processing based on high performance computing techniques

    Integrated Computer-Aided Engineering, Vol. 30, Núm. 1

  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