Julio J. Carabias-Orti - Publications, H-index & Citations

Julio J. Carabias-Orti

university of jaen

16H指数

69论文数

667被引数

收录论文 17

发表时间

Respiratory rate estimation from breath sounds based on deep learning 基于深度学习的呼吸音呼吸频率估计

Biomedical Signal Processing and Control

IF4.9

2026-02-23

OAAI

A. Salvador-Navarro; J. De La Torre-Cruz; A.J. Muñoz-Montoro; S. Ranilla-Cortina; J.J. Carabias-Orti; J.M. Cruz-Molina; F.J. Cañadas-Quesada

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

APPLIED ACOUSTICS

IF3.6

2024-03-01

OAAI

Pezzoli, Mirco; Carabias-Orti, Julio; Vera-Candeas, Pedro; Antonacci, Fabio; Sarti, Augusto

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

APPLIED ACOUSTICS

IF3.6

2024-01-01

PREAI

Gonzalez-Martinez, F. D.; Carabias-Orti, J. J.; Canadas-Quesada, F. J.; Ruiz-Reyes, N.; Martinez-Munoz, D.; Garcia-Galan, S.

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

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-09-01

OAAI

Torre-Cruz, J.; Canadas-Quesada, F.; Ruiz-Reyes, N.; Vera-Candeas, P.; Garcia-Galan, S.; Carabias-Orti, J.; Ranilla, J.

Cochleogram-based adventitious sounds classification using convolutional neural networks 基于卷积神经网络的基于耳蜗图的外来声音分类

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-04-01

OAAI

Mang, L. D.; Canadas-Quesada, F. J.; Carabias-Orti, J. J.; Combarro, E. F.; Ranilla, J.

Multichannel Blind Music Source Separation Using Directivity-Aware MNMF With Harmonicity Constraints

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Munoz-Montoro, Antonio J.; Carabias-Orti, Julio J.; Cabanas-Molero, Pablo; Canadas-Quesada, Francisco J.; Ruiz-Reyes, Nicolas

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

APPLIED ACOUSTICS

IF3.6

2021-11-01

PREAI

De La Torre Cruz, Juan; Canadas Quesada, Francisco Jesus; Martinez-Munoz, Damian; Ruiz Reyes, Nicolas; Garcia Galan, Sebastian; Carabias Orti, Julio Jose

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

SENSORS

IF3.5

2021-02-28

OAAI

Cruz, Juan De La Torre; Canadas Quesada, Francisco Jesus; Ruiz Reyes, Nicolas; Garcia Galan, Sebastian; Carabias Orti, Julio Jose; Perez Chica, Gerardo

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

ieee signal processing magazine

IF3.9

2021-01-01

PREAI

Pezzoli, Mirco; Carabias-Orti, Julio Jose; Cobos, Maximo; Antonacci, Fabio; Sarti, Augusto

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-06-01

PREAI

De La Torre Cruz, Juan; Canadas Quesada, Francisco Jesus; Carabias Orti, Julio Jose; Vera Candeas, Pedro; Ruiz Reyes, Nicolas

A constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds

APPLIED ACOUSTICS

IF3.6

2020-04-01

PREAI

Torre-Cruz, J.; Canadas-Quesada, F.; Garcia-Galan, S.; Ruiz-Reyes, N.; Vera-Candeas, P.; Carabias-Orti, J.

A novel wheezing detection approach based on constrained non-negative matrix factorization

APPLIED ACOUSTICS

IF3.6

2019-05-01

PREAI

Torre-Cruz, J.; Canadas-Quesada, F.; Carabias-Orti, J.; Vera-Candeas, P.; Ruiz-Reyes, N.

Multichannel Blind Sound Source Separation Using Spatial Covariance Model With Level and Time Differences and Nonnegative Matrix Factorization

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2018-09-01

PREAI

Carabias-Orti, Julio Jose; Nikunen, Joonas; Virtanen, Tuomas; Vera-Candeas, Pedro

A non-negative matrix factorization approach based on spectro-temporal clustering to extract heart sounds

APPLIED ACOUSTICS

IF3.6

2017-10-01

PREAI

Canadas-Quesada, F. J.; Ruiz-Reyes, N.; Carabias-Orti, J.; Vera-Candeas, P.; Fuertes-Garcia, J.

Tempo Driven Audio-to-Score Alignment Using Spectral Decomposition and Online Dynamic Time Warping

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2016-10-21

PREAI

Jose Rodriguez-Serrano, Francisco; Jose Carabias-Orti, Julio; Vera-Candeas, Pedro; Martinez-Munoz, Damian

Monophonic constrained non-negative sparse coding using instrument models for audio separation and transcription of monophonic source-based polyphonic mixtures

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2013-03-08

PREAI

Jose Rodriguez-Serrano, Francisco; Jose Carabias-Orti, Julio; Vera-Candeas, Pedro; Jesus Canadas-Quesada, Francisco; Ruiz-Reyes, Nicolas

Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram Factorization

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2011-10-01

PREAI

Carabias-Orti, J. J.; Virtanen, T.; Vera-Candeas, P.; Ruiz-Reyes, N.; Canadas-Quesada, F. J.

研究方向