Implementation of the FastICA algorithm in sound source separation

The purpose of this paper is to analyze the use of the fixed-pointed algorithm FastICA on a mix of four voices with the aim of separating each of the voices. Two experiments where performed, one with real data with artificial mixing and the other one with real data with real mixing. Following these...

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Bibliographic Details
Published in:	2015 9th International Symposium on Advanced Topics in Electrical Engineering (ATEE) pp. 19 - 22
Main Authors:	Ghita, Cristian, Raicu, Razvan Doru, Pantelimon, Brandusa
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2015
Subjects:	Acoustics Algorithm design and analysis Blind source separation FastICA algorithm Independent component analysis Microphones Software Software algorithms sound source separation
ISSN:	2068-7966
Online Access:	Get full text
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Summary:	The purpose of this paper is to analyze the use of the fixed-pointed algorithm FastICA on a mix of four voices with the aim of separating each of the voices. Two experiments where performed, one with real data with artificial mixing and the other one with real data with real mixing. Following these experiments, discussions were held and some conclusions were drawn.
ISSN:	2068-7966
DOI:	10.1109/ATEE.2015.7133669