Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第37回ISCIE「確率システム理論と応用」国際シンポジウム(2005年10月, 大阪茨木)
Properties of Acoustic Transfer Function in Real Environments and Their Application to ICA
T. IshibashiK. InoueH. GotandaK. Kumamaru
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ジャーナル フリー

2006 年 2006 巻 p. 246-251

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Frequency domain ICA (Independent Component Analysis) has a scaling indeterminacy and a permutation problem. The scaling indeterminacy can be solved by use of a decomposed spectrum. For the permutation problem, we have proposed the rules in terms of gain ratio and phase difference derived from the decomposed spectra and the source's coarse directions.The present paper experimentally clarifies that the gain ratio and the phase difference work effectively in a real environment but their performance depends on frequency bands, a microphone-space and a source-microphone distance. From these facts it is seen that it is difficult to attain a perfect solution for the permutation problem in a real environment only by either the gain ratio or the phase difference. For the perfect solution, it is important to devise the correction scheme, taking the frequency bands, the microphone-space and the source-microphone distance into the consideration.
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© 2006 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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