Informática
Département
Universidad de Jaén
Jaén, EspañaPublications en collaboration avec des chercheurs de Universidad de Jaén (39)
2024
-
Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers
Sensors, Vol. 24, Núm. 2
-
Efficient FPGA implementation for sound source separation using direction-informed multichannel non-negative matrix factorization
Journal of Supercomputing
-
Flexible-dimensional L-statistic for mean estimation of symmetric distributions
Statistical Papers
2023
-
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
-
Automatic Robust Crackle Detection and Localization Approach Using AR-Based Spectral Estimation and Support Vector Machine
Applied Sciences (Switzerland), Vol. 13, Núm. 19
-
Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals
Journal of Biomedical Informatics, Vol. 145
-
Efficient parallel kernel based on Cholesky decomposition to accelerate multichannel nonnegative matrix factorization
Journal of Supercomputing, Vol. 79, Núm. 18, pp. 20649-20664
-
PRE-TRAINED SPATIAL PRIORS ON MULTICHANNEL NMF FOR MUSIC SOURCE SEPARATION
Proceedings of Forum Acusticum
-
The music demixing machine: toward real-time remixing of classical music
Journal of Supercomputing, Vol. 79, Núm. 13, pp. 14342-14357
2022
-
Flexible-Dimensional EVR-OWA as Mean Estimator for Symmetric Distributions
Communications in Computer and Information Science
-
Multichannel Blind Music Source Separation Using Directivity-Aware MNMF with Harmonicity Constraints
IEEE Access, Vol. 10, pp. 17781-17795
-
Unsupervised detection and classification of heartbeats using the dissimilarity matrix in PCG signals
Computer Methods and Programs in Biomedicine, Vol. 221
2021
-
A Coherence-based Clustering Method for Multichannel Speech Enhancement in Wireless Acoustic Sensor Networks
European Signal Processing Conference
-
Ambisonics domain Singing Voice Separation combining Deep Neural Network and Direction Aware Multichannel NMF
IEEE 23rd International Workshop on Multimedia Signal Processing, MMSP 2021
-
Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization
Journal of Supercomputing, Vol. 77, Núm. 10, pp. 12143-12156
-
Parallel multichannel music source separation system
Journal of Supercomputing, Vol. 77, Núm. 1, pp. 619-637
-
Parallel source separation system for heart and lung sounds
Journal of Supercomputing, Vol. 77, Núm. 8, pp. 8135-8150
2020
-
A score identification parallel system based on audio-to-score alignment
Journal of Supercomputing, Vol. 76, Núm. 11, pp. 8830-8844
-
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270
-
Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF
IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020