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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Vydané v:2015 9th International Symposium on Advanced Topics in Electrical Engineering (ATEE) s. 19 - 22
Hlavní autori: Ghita, Cristian, Raicu, Razvan Doru, Pantelimon, Brandusa
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.05.2015
Predmet:
Acoustics
Algorithm design and analysis
Blind source separation
FastICA algorithm
Independent component analysis
Microphones
Software
Software algorithms
sound source separation
ISSN:2068-7966
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Popis
Shrnutí: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