Publications (74) Publications in which a researcher has participated View referenced research data.

filter_list Sound

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. Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

    Sensors, Vol. 24, Núm. 2

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

    Applied Acoustics, Vol. 216

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

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

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

    European Signal Processing Conference

  5. 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. Cochleogram-based adventitious sounds classification using convolutional neural networks

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

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

    Proceedings of Forum Acusticum

  4. 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

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. Monophonic and Polyphonic Wheezing Classification Based on Constrained Low-Rank Non-Negative Matrix Factorization

    Sensors (Basel, Switzerland), Vol. 21, Núm. 5

  4. Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization

    Journal of Supercomputing, Vol. 77, Núm. 10, pp. 12143-12156

  5. Parallel multichannel music source separation system

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

  6. Ray-Space-Based Multichannel Nonnegative Matrix Factorization for Audio Source Separation

    IEEE Signal Processing Letters, Vol. 28, pp. 369-373

2020

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

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

  2. Combining a recursive approach via non-negative matrix factorization and Gini index sparsity to improve reliable detection of wheezing sounds

    Expert Systems with Applications, Vol. 147

  3. Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF

    IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020