Publications (119) Publications in which a researcher has participated View referenced research data.

filter_list Electrical and Electronic Engineering

2025

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

    IEEE Open Journal of Signal Processing, Vol. 6, pp. 129-137

2024

  1. Adaptive tunicate swarm optimization with partial transmit sequence for phase optimization in MIMO-OFDM

    International Journal of Reconfigurable and Embedded Systems, Vol. 13, Núm. 3, pp. 528-541

  2. Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

    Sensors, Vol. 24, Núm. 2

  3. 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

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

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

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

    Applied Acoustics, Vol. 216

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

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

  7. Ray-Space constrained multichannel Nonnegative Matrix Factorization for Audio Source Separation

    European Signal Processing Conference

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

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

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

    Applied Acoustics, Vol. 218

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. Cochleogram-based adventitious sounds classification using convolutional neural networks

    Biomedical Signal Processing and Control, Vol. 82, pp. 104555

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

    Journal of Biomedical Informatics, Vol. 145

  5. Enhanced grasshopper optimization algorithm with extreme learning machines for motor-imagery classification

    Asian Journal of Control, Vol. 25, Núm. 4, pp. 3015-3028

  6. Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment

    IEEE Access, Vol. 11, pp. 100052-100069

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

    Proceedings of Forum Acusticum

  8. 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