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Home > Blind Source Separation: Advances in Theory, Algorithms and Applications > Blind Source Separation Based on Dictionary Learning: A Singularity-Aware Approach
Blind Source Separation: Advances in Theory, Algorithms and Applications |
Ganesh R. Naik; Wenwu Wang
Springer Berlin Heidelberg
Blind Source Separation: Advances in Theory, Algorithms and Applications
Blind Source Separation Based on Dictionary Learning: A Singularity-Aware Approach
Authors

Xiaochen Zhao; Guangyu Zhou; Wei Dai; Wenwu Wang

ARI Id

1664848975480_3769661

Access

Not Available Free

Pages

39-59

DOI

10.1007/978-3-642-55016-4_2

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-642-55016-4_2

Table of Contents of Book
Showing 1 to 20 of 23 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-ix
Front Matter
1-1
Quantum-Source Independent Component Analysis and Related Statistical Blind Qubit Uncoupling Methods
Yannick Deville; Alain Deville
3-37
Blind Source Separation Based on Dictionary Learning: A Singularity-Aware Approach
Xiaochen Zhao; Guangyu Zhou; Wei Dai; Wenwu Wang
39-59
Performance Study for Complex Independent Component Analysis
Benedikt Loesch; Bin Yang
61-96
Subband-Based Blind Source Separation and Permutation Alignment
Bo Peng; Wei Liu
97-130
Frequency Domain Blind Source Separation Based on Independent Vector Analysis with a Multivariate Generalized Gaussian Source Prior
Yanfeng Liang; Syed Mohsen Naqvi; Wenwu Wang; Jonathon A. Chambers
131-150
Sparse Component Analysis: A General Framework for Linear and Nonlinear Blind Source Separation and Mixture Identification
Yannick Deville
151-196
Underdetermined Audio Source Separation Using Laplacian Mixture Modelling
Nikolaos Mitianoudis
197-229
Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations for Blind Single Channel Audio Separation
Bin Gao; Wai Lok Woo
231-257
Source Localization and Tracking: A Sparsity-Exploiting Maximum a Posteriori Based Approach
Md Mashud Hyder; Kaushik Mahata
259-287
Front Matter
289-289
Statistical Analysis and Evaluation of Blind Speech Extraction Algorithms
Hiroshi Saruwatari; Ryoichi Miyazaki
291-322
Speech Separation and Extraction by Combining Superdirective Beamforming and Blind Source Separation
Lin Wang; Heping Ding; Fuliang Yin
323-348
On the Ideal Ratio Mask as the Goal of Computational Auditory Scene Analysis
Christopher Hummersone; Toby Stokes; Tim Brookes
349-368
Monaural Speech Enhancement Based on Multi-threshold Masking
Masoud Geravanchizadeh; Reza Ahmadnia
369-393
REPET for Background/Foreground Separation in Audio
Zafar Rafii; Antoine Liutkus; Bryan Pardo
395-411
Nonnegative Matrix Factorization Sparse Coding Strategy for Cochlear Implants
Hongmei Hu; Guoping Li; Mark E. Lutman; Stefan Bleeck
413-434
Exploratory Analysis of Brain with ICA
Rubén Martín-Clemente
435-463
Supervised Normalization of Large-Scale Omic Datasets Using Blind Source Separation
Andrew E. Teschendorff; Emilie Renard; Pierre A. Absil
465-497
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 23 entries
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