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 A New Approach for Blind Source Separation of Convolutive Sources. Wavelet Based Separation Using Shrinkage Function
Наименование:

A New Approach for Blind Source Separation of Convolutive Sources. Wavelet Based Separation Using Shrinkage Function

автор Ranjan A. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 84        мягкая обложка       
Аннотация:The algorithm is applied to a real world mixture of music and speech signals. Here ICA is applied in the wavelet domain. Closed form solutions of the parameters of the PDF are obtained by the MOM. ICA alone can achieve reasonably good separation of artificially convolved sources; however, poor separation quality is experienced for real world convolutive mixtures. The post processor is applied to the signals separated by the ICA network. This work presents a novel post processing technique to deal with the cross talk problem. ICA and its variations are used extensively in BSS. The results show a significant reduction in the cross talk. A super Gaussian form of the PDF is assumed for the dominant source components. Separation of signals is achieved by applying the ICA algorithm and shrinkage functions to the wavelet coefficients of the original mixtures. Most of the algorithms that are used to separate speech or music signals utilize ICA in the time frequency domain. The PDF of the cross talk components is assumed to be of a GMM, and the EM method is applied to determine the parameters of the Gaussian mixtures.
Автор: Ranjan A.
Издательство: Книга по Требованию
Год:2008
Цена:
2007 руб
Нет в наличии
Поиск: A New Approach for Blind Source Separation of Convolutive Sources. Wavelet Based Separation Using Shrinkage Function
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Various hermal a d mecha ical proper ies of a ma erial i he cavi y are co sidered. A irradia ed solid is equipped wi h radia io reflec ors, he la er bei g bo h cooli g a d o -cooli g. Differe approaches o de ermi a io radia ive charac eris ics of irradia ed solid, radia io source a d reflec or are used, amely, spec ral a d i ergral charac eris ics are applied. Effec of radia io o hermal a d mecha ical processes i he solid is ake i o accou by hea sources due o radia io absorp io as well as radia ive hea e ergy redis ribu io i he i erac ive solid-reflec ors sys em. Spec ral charac eris ics of real radia io sources as well as irradia ed solids are ake i o accou . he problems of radia ive hermomecha ics for semi ra spare solids of such ca o ic shapes as layer, hollow cyli der a d hollow sphere subjec ed o spa ially homoge eous hermal radia io are posed. he approach o solve hese problems is developed, i volvi g he grid me hod a d he me hods of umerical i egra io s. O a alysi g he posed problems solu io s, he ew fea ures of hermomecha ical behaviour of semi ra spare solids of ca o ic shapes are es ablished, depe de o he se of various fac ors, amely o radia io source a d reflec ors radia ive charac eris ices, hermal a d mecha ical proper ies of a ma erial of he cavi y as well as co sideri g ei her spec ral or i egral radia ive charac eris ics. heore ical fou da io s for developme ra io al ech iques for ou gassi g cer ai ypes of lamps by usi g i dus rial hermal radia io sources are prese ed.
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