bibtype C - Conference Paper (international conference)
ARLID 0410338
utime 20240103182207.1
mtime 20060210235959.9
ISBN 951-22-5017-9
title (primary) (eng) Independent component analysis through direct estimation of the mutual information
publisher
place Helsinki
name IEEE Signal Processing Society
pub_time 2000
specification
page_count 6 s.
serial
title Independent Component Analysis and Blind Signal Separation. Proceedings
page_num 69-74
editor
name1 Pajunen
name2 P.
editor
name1 Karhunen
name2 J.
author (primary)
ARLID cav_un_auth*0212645
name1 Darbellay
name2 G. A.
country CH
author
ARLID cav_un_auth*0101212
name1 Tichavský
name2 Petr
institution UTIA-B
full_dept Department of Stochastic Informatics
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
COSATI 12B
cas_special
project
project_id KSK1075601
agency GA AV
country CZ
ARLID cav_un_auth*0027435
research AV0Z1075907
abstract (eng) An algorithm for the estimation of the mutual information between several signals is studied. The algorithm uses a data-dependent partitioning of the observation space and has a relatively low computational cost. The usefulness of this approach in solving the independent component analysis problem is demonstrated on the separation of a linear mixture of two and three real-world speech data sets.
action
ARLID cav_un_auth*0212646
name ICA 2000. /2./
place Helsinki
country FI
dates 19.06.2000-22.06.2000
RIV BB
department SI
permalink http://hdl.handle.net/11104/0130428
ID_orig UTIA-B 20000054
arlyear 2000
mrcbU10 2000
mrcbU10 Helsinki IEEE Signal Processing Society
mrcbU12 951-22-5017-9
mrcbU63 Independent Component Analysis and Blind Signal Separation. Proceedings 69 74
mrcbU67 Pajunen P. 340
mrcbU67 Karhunen J. 340