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General LVA/ICA Theory, Methods and Extensions |
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Block Component Analysis, a New Concept for Blind Source Separation |
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1 | (8) |
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Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs |
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9 | (8) |
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Causal Discovery for Linear Non-Gaussian Acyclic Models in the Presence of Latent Gaussian Confounders |
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17 | (8) |
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Alleviating the Influence of Weak Data Asymmetries on Granger-Causal Analyses |
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25 | (9) |
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Online PLCA for Real-Time Semi-supervised Source Separation |
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34 | (8) |
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Cramer-Rao Bound for Circular Complex Independent Component Analysis |
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42 | (8) |
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Complex Non-Orthogonal Joint Diagonalization Based on LU and LQ Decompositions |
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50 | (8) |
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Exact and Approximate Quantum Independent Component Analysis for Qubit Uncoupling |
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58 | (8) |
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A Matrix Joint Diagonalization Approach for Complex Independent Vector Analysis |
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66 | (8) |
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Algebraic Solutions to Complex Blind Source Separation |
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74 | (8) |
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On the Separation Performance of the Strong Uncorrelating Transformation When Applied to Generalized Covariance and Pseudo-covariance Matrices |
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82 | (9) |
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A Canonical Correlation Analysis Based Method for Improving BSS of Two Related Data Sets |
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91 | (8) |
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A Probability-Based Combination Method for Unsupervised Clustering with Application to Blind Source Separation |
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99 | (8) |
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Charrelation Matrix Based ICA |
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107 | (8) |
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Contrast Functions for Independent Subspace Analysis |
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115 | (8) |
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Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study |
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123 | (8) |
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New Online EM Algorithms for General Hidden Markov Models. Application to the SLAM Problem |
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131 | (8) |
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The Role of Whitening for Separation of Synchronous Sources |
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139 | (8) |
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Simultaneous Diagonalization of Skew-Symmetric Matrices in the Symplectic Group |
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147 | (8) |
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Joint Block Diagonalization Algorithms for Optimal Separation of Multidimensional Components |
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155 | (8) |
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On Computation of Approximate Joint Block-Diagonalization Using Ordinary AJD |
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163 | (9) |
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Joint Diagonalization of Several Scatter Matrices for ICA |
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172 | (8) |
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To Infinity and Beyond: On ICA over Hilbert Spaces |
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180 | (8) |
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Sparsity, Sparse Coding and Dictionary Learning |
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Regularized Sparse Representation for Spectrometric Pulse Separation and Counting Rate Estimation |
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188 | (8) |
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Some Uniqueness Results in Sparse Convolutive Source Separation |
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196 | (8) |
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204 | (9) |
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Closed-Form EM for Sparse Coding and Its Application to Source Separation |
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213 | (9) |
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Convolutive Underdetermined Source Separation through Weighted Interleaved ICA and Spatio-temporal Source Correlation |
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222 | (9) |
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Dictionary Learning with Large Step Gradient Descent for Sparse Representations |
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231 | (8) |
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Separation of Sparse Signals in Overdetermined Linear-Quadratic Mixtures |
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239 | (8) |
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Collaborative Filtering via Group-Structured Dictionary Learning |
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247 | (8) |
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Group Polytope Faces Pursuit for Recovery of Block-Sparse Signals |
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255 | (8) |
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Non-negative and Other Factorizations |
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Nonnegative Matrix Factorization via Generalized Product Rule and Its Application for Classification |
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263 | (9) |
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An Algebraic Method for Approximate Rank One Factorization of Rank Deficient Matrices |
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272 | (8) |
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Bayesian Non-negative Matrix Factorization with Learned Temporal Smoothness Priors |
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280 | (8) |
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On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations |
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288 | (9) |
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On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach |
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297 | (9) |
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Audio Separation and Analysis |
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An On-Line NMF Model for Temporal Pattern Learning: Theory with Application to Automatic Speech Recognition |
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306 | (8) |
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Low-Latency Instrument Separation in Polyphonic Audio Using Timbre Models |
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314 | (8) |
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Real-Time Speech Separation by Semi-supervised Nonnegative Matrix Factorization |
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322 | (8) |
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An Audio-Video Based IVA Algorithm for Source Separation and Evaluation on the AV16.3 Corpus |
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330 | (8) |
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Non-negative Matrix Factorization Based Noise Reduction for Noise Robust Automatic Speech Recognition |
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338 | (9) |
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Audio Imputation Using the Non-negative Hidden Markov Model |
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347 | (9) |
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A Non-negative Approach to Language Informed Speech Separation |
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356 | (8) |
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Temporally-Constrained Convolutive Probabilistic Latent Component Analysis for Multi-pitch Detection |
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364 | (8) |
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A Latently Constrained Mixture Model for Audio Source Separation and Localization |
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372 | (8) |
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Multiple Instrument Mixtures Source Separation Evaluation Using Instrument-Dependent NMF Models |
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380 | (8) |
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Francisco J. Rodriguez-Serrano |
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Complex Extension of Infinite Sparse Factor Analysis for Blind Speech Separation |
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388 | (9) |
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A General Framework for Online Audio Source Separation |
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397 | (8) |
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Sound Recognition in Mixtures |
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405 | (9) |
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SiSEC 2011 Evaluation Campaign |
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The 2011 Signal Separation Evaluation Campaign (SiSEC2011): Audio Source Separation |
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414 | (9) |
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The 2011 Signal Separation Evaluation Campaign (SiSEC2011): Biomedical Data Analysis |
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423 | (7) |
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Improved Perceptual Metrics for the Evaluation of Audio Source Separation |
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430 | (8) |
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Musical Audio Source Separation Based on User-Selected F0 Track |
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438 | (8) |
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A GMM Sound Source Model for Blind Speech Separation in Under-determined Conditions |
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446 | (8) |
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Model-Driven Speech Enhancement for Multisource Reverberant Environment (Signal Separation Evaluation Campaign (SiSEC) 2011) |
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454 | (8) |
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Semi-blind Source Separation Based on ICA and Overlapped Speech Detection |
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462 | (8) |
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Nonparametric Modelling of ECG: Applications to Denoising and to Single Sensor Fetal ECG Extraction |
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470 | (8) |
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Nesterov's Iterations for NMF-Based Supervised Classification of Texture Patterns |
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478 | (8) |
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Detection of Aliasing in Image Sequences Using Nonlinear Factor Analysis |
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486 | (8) |
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Geometrical Method Using Simplicial Cones for Overdetermined Nonnegative Blind Source Separation: Application to Real PET Images |
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494 | (8) |
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Wendyam Serge Boris Ouedraogo |
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Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs. 14 Electrodes EEG Data |
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502 | (9) |
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The Use of Linear Feature Projection for Precipitation Classification Using Measurements from Commercial Microwave Links |
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511 | (9) |
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Bayesian Inference of Latent Causes in Gene Regulatory Dynamics |
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520 | (8) |
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Bayesian Fuzzy Clustering of Colored Graphs |
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528 | (9) |
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| Author Index |
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537 | |
Lisainfo e-raamatute kohta