Publicaciones en colaboración con investigadores/as de Universidad de Oviedo (17)

2024

  1. Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

    Sensors, Vol. 24, Núm. 2

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

    Journal of Biomedical Informatics, Vol. 145

  3. 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

2020

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

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

2019

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

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

  2. Real-time Soundprism

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

2017

  1. An efficient musical accompaniment parallel system for mobile devices

    Journal of Supercomputing, Vol. 73, Núm. 1, pp. 343-353

  2. Parallel online time warping for real-time audio-to-score alignment in multi-core systems

    Journal of Supercomputing, Vol. 73, Núm. 1, pp. 126-138

2015

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

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

2012

  1. Mining fuzzy association rules from low-quality data

    Soft Computing, Vol. 16, Núm. 5, pp. 883-901

2009

  1. KEEL: A software tool to assess evolutionary algorithms for data mining problems

    Soft Computing, Vol. 13, Núm. 3, pp. 307-318