[PDF][PDF] Blind source separation and independent component analysis: A review

S Choi, A Cichocki, HM Park… - … Processing-Letters and …, 2005 - mlg.postech.ac.kr
Blind source separation (BSS) and independent component analysis (ICA) are generally
based on a wide class of unsupervised learning algorithms and they found potential …

A review of blind source separation methods: two converging routes to ILRMA originating from ICA and NMF

H Sawada, N Ono, H Kameoka, D Kitamura… - … Transactions on Signal …, 2019 - cambridge.org
This paper describes several important methods for the blind source separation of audio
signals in an integrated manner. Two historically developed routes are featured. One started …

Determined blind source separation unifying independent vector analysis and nonnegative matrix factorization

D Kitamura, N Ono, H Sawada… - … on Audio, Speech …, 2016 - ieeexplore.ieee.org
This paper addresses the determined blind source separation problem and proposes a new
effective method unifying independent vector analysis (IVA) and nonnegative matrix …

[图书][B] EEG signal processing

S Sanei, JA Chambers - 2013 - books.google.com
Electroencephalograms (EEGs) are becoming increasingly important measurements of
brain activity and they have great potential for the diagnosis and treatment of mental and …

Performance measurement in blind audio source separation

E Vincent, R Gribonval, C Févotte - IEEE transactions on audio …, 2006 - ieeexplore.ieee.org
In this paper, we discuss the evaluation of blind audio source separation (BASS) algorithms.
Depending on the exact application, different distortions can be allowed between an …

[引用][C] Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications

A Cichocki - John Wiley & Sons google schola, 2002 - books.google.com
With solid theoretical foundations and numerous potential applications, Blind Signal
Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume …

Stable and fast update rules for independent vector analysis based on auxiliary function technique

N Ono - 2011 IEEE Workshop on Applications of Signal …, 2011 - ieeexplore.ieee.org
This paper presents stable and fast update rules for independent vector analysis (IVA)
based on auxiliary function technique. The algorithm consists of two alternative updates: 1) …

A robust and precise method for solving the permutation problem of frequency-domain blind source separation

H Sawada, R Mukai, S Araki… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
Blind source separation (BSS) for convolutive mixtures can be solved efficiently in the
frequency domain, where independent component analysis (ICA) is performed separately in …

Blind source separation exploiting higher-order frequency dependencies

T Kim, HT Attias, SY Lee, TW Lee - IEEE transactions on audio …, 2006 - ieeexplore.ieee.org
Blind source separation (BSS) is a challenging problem in real-world environments where
sources are time delayed and convolved. The problem becomes more difficult in very …

Convolutive blind separation of non-stationary sources

L Parra, C Spence - IEEE transactions on Speech and Audio …, 2000 - ieeexplore.ieee.org
Acoustic signals recorded simultaneously in a reverberant environment can be described as
sums of differently convolved sources. The task of source separation is to identify the …