blind source separation

62 papers

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Also known as

BASS BSS

Co-occurring keywords

independent component analysis (116) unsupervised learning (3255) source separation (132) non-negative matrix factorization (100) maximum likelihood (255) matrix decomposition (119) signal separation (13) feature extraction (1578) speech separation (166) speech enhancement (581)

Papers

Blind source separation for over-determined delayed mixtures NIPS 2006

Separating a Real-Life Nonlinear Image Mixture JMLR 2005

Estimating Functions for Blind Separation When Sources Have Variance Dependencies JMLR 2005

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation JMLR 2004

Energy-Based Models for Sparse Overcomplete Representations JMLR 2003

Blind Source Separation via Generalized Eigenvalue Decomposition JMLR 2003

Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions JMLR 2003

A Multiscale Framework For Blind Separation of Linearly Mixed Signals JMLR 2003

A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003

MISEP -- Linear and Nonlinear ICA Based on Mutual Information JMLR 2003

Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation JMLR 2003

ICA Using Spacings Estimates of Entropy JMLR 2003