Time-Frequency Mask-Aware Bidirectional LSTM: A Deep Learning Approach for Underwater Acoustic Signal Separation. [PDF]
Sensors (Basel), 2022 Chen J, Liu C, Xie J, An J, Huang N.
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Underwater Source Counting with Local-Confidence-Level-Enhanced Density Clustering. [PDF]
Sensors (Basel), 2023 Chen Y, Xue Y, Wang R, Zhang G.
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Application of multi-layer denoising based on ensemble empirical mode decomposition in extraction of fault feature of rotating machinery. [PDF]
PLoS One, 2021 Gao K, Xu X, Li J, Jiao S, Shi N.
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A review of second-order blind identification methods. [PDF]
Wiley Interdiscip Rev Comput Stat, 2022 Pan Y +3 more
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Underdetermined blind source separation based on sparse representation
Underdetermined blind source separation based on sparse representationThis paper discusses underdetermined (i.e., with more sources than sensors) blind source separation (BSS) using a two-stage sparse representation approach. The first challenging task of this approach is to estimate precisely the unknown mixing matrix. In this paper, an algorithm for estimating the mixing matrix that can be viewed as an extension of the
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An Overview of Variational Autoencoders for Source Separation, Finance, and Bio-Signal Applications. [PDF]
Entropy (Basel), 2021 Singh A, Ogunfunmi T.
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Developing a Multi-channel Beamformer by Enhancing Spatially Constrained ICA for Recovery of Correlated EEG Sources. [PDF]
J Biomed Phys Eng, 2021 Samadzadehaghdam N +5 more
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Multi-Harmonic Source Localization Based on Sparse Component Analysis and Minimum Conditional Entropy. [PDF]
Entropy (Basel), 2020 Du Y, Yang H, Ma X.
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Brain space image reconstruction of functional near-infrared spectroscopy using a Bayesian adaptive fused sparse overlapping group lasso model. [PDF]
Neurophotonics, 2023 Zhai X +3 more
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Nonlinear Dynamics and Entropy of Complex Systems with Hidden and Self-Excited Attractors II. [PDF]
Entropy (Basel), 2020 Volos CK +4 more
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