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Blind Source Separation

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Cover of 'Blind Source Separation'

Table of Contents

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    Book Overview
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    Chapter 1 Quantum-Source Independent Component Analysis and Related Statistical Blind Qubit Uncoupling Methods
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    Chapter 2 Blind Source Separation Based on Dictionary Learning: A Singularity-Aware Approach
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    Chapter 3 Performance Study for Complex Independent Component Analysis
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    Chapter 4 Blind Source Separation
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    Chapter 5 Frequency Domain Blind Source Separation Based on Independent Vector Analysis with a Multivariate Generalized Gaussian Source Prior
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    Chapter 6 Sparse Component Analysis: A General Framework for Linear and Nonlinear Blind Source Separation and Mixture Identification
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    Chapter 7 Underdetermined Audio Source Separation Using Laplacian Mixture Modelling
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    Chapter 8 Itakura-Saito Nonnegative Matrix Two-Dimensional Factorizations for Blind Single Channel Audio Separation
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    Chapter 9 Source Localization and Tracking: A Sparsity-Exploiting Maximum a Posteriori Based Approach
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    Chapter 10 Statistical Analysis and Evaluation of Blind Speech Extraction Algorithms
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    Chapter 11 Speech Separation and Extraction by Combining Superdirective Beamforming and Blind Source Separation
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    Chapter 12 On the Ideal Ratio Mask as the Goal of Computational Auditory Scene Analysis
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    Chapter 13 Monaural Speech Enhancement Based on Multi-threshold Masking
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    Chapter 14 REPET for Background/Foreground Separation in Audio
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    Chapter 15 Nonnegative Matrix Factorization Sparse Coding Strategy for Cochlear Implants
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    Chapter 16 Exploratory Analysis of Brain with ICA
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    Chapter 17 Supervised Normalization of Large-Scale Omic Datasets Using Blind Source Separation
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    Chapter 18 Feb ICA: Feedback Independent Component Analysis for Complex Domain Source Separation of Communication Signals
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    Chapter 19 Semi-blind Functional Source Separation Algorithm from Non-invasive Electrophysiology to Neuroimaging
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    Chapter 20 Erratum to: Performance Study for Complex Independent Component Analysis
Attention for Chapter 9: Source Localization and Tracking: A Sparsity-Exploiting Maximum a Posteriori Based Approach
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Chapter title
Source Localization and Tracking: A Sparsity-Exploiting Maximum a Posteriori Based Approach
Chapter number 9
Book title
Blind Source Separation
Published by
Springer, Berlin, Heidelberg, January 2014
DOI 10.1007/978-3-642-55016-4_9
Book ISBNs
978-3-64-255015-7, 978-3-64-255016-4
Authors

Md Mashud Hyder, Kaushik Mahata, Hyder, Md Mashud, Mahata, Kaushik

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