文件列表:

ICA_Hyvarinen.pdf (1659265, 2013-02-25)
ica-report.pdf (470530, 2013-02-25)
plots (0, 2013-02-25)
plots\Annealrecover-srcs-234.png (32084, 2013-02-25)
plots\Annealrecover-srcs-235.png (32545, 2013-02-25)
plots\Annealrecover-srcs-245.png (31458, 2013-02-25)
plots\Beta-235recoveredImage-veryGood.png (39396, 2013-02-25)
plots\Beta-all5recoveredImage-notitle.png (40576, 2013-02-25)
plots\Beta-all5recoveredImage.png (46677, 2013-02-25)
plots\all5recoveredImage-10k.png (46705, 2013-02-25)
plots\all5recoveredImage-20k.png (42792, 2013-02-25)
plots\checkImage.png (80130, 2013-02-25)
plots\icaTestCheckImage.png (32158, 2013-02-25)
plots\recoverdImage-100k.png (163182, 2013-02-25)
plots\recoverdImage-10kiterations.png (151266, 2013-02-25)
plots\recoverdImage.png (66423, 2013-02-25)
plots\recoveredImage-10k-smallwn.png (271394, 2013-02-25)
plots\recoveredImage-TestICA.png (66691, 2013-02-25)
plots\recoveredImage.png (176391, 2013-02-25)
plots\testICA-recovered.png (75898, 2013-02-25)
resultCorrs (0, 2013-02-25)
resultCorrs\Annealrecover-srcs-234.txt (294, 2013-02-25)
resultCorrs\Annealrecover-srcs-235.txt (294, 2013-02-25)
resultCorrs\Annealrecover-srcs-245.txt (293, 2013-02-25)
resultCorrs\Beta-all5-checkfile.txt (598, 2013-02-25)
resultCorrs\all5-checkfile-10k.txt (592, 2013-02-25)
resultCorrs\all5-checkfile-20k.txt (592, 2013-02-25)
savedMats (0, 2013-02-25)
savedMats\Annealrecover-srcs-234.mat (978311, 2013-02-25)
savedMats\Annealrecover-srcs-235.mat (974950, 2013-02-25)
savedMats\Annealrecover-srcs-245.mat (978673, 2013-02-25)
savedMats\Beta-all5recovered.mat (1620251, 2013-02-25)
savedMats\all5recovered-10k.mat (1637523, 2013-02-25)
savedMats\all5recovered-20k.mat (1632675, 2013-02-25)
savedMats\icaTest.mat (1235, 2013-02-25)
savedMats\sounds.mat (617694, 2013-02-25)
src (0, 2013-02-25)
src\addtoPlot.m (522, 2013-02-25)
... ...

Implementation of Independent Component Analysis (ICA) for Blind Source Separation This folder contains: 1. src - All source code files 2. plot - plots used in the report 3. savedMats - recoverd sound samples 4. resultCorrs - correlation matrices of recovered samples 5. report - the report To do a trail sample run of the code: 1. $cd src 2. $matlab icafull.m or (for checking with beta): 3. $matlab icafullBeta.m The rest of the code in the src file have names that are self-explanatory and are commented sufficiently to be able to follow the algorithm. Read report for the explanation of the algorithm, implementation details and results.

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