GitHub - satyanamuduri/ica: Independent Component Analysis (for blind source separation)

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Independent Component Analysis (for blind source separation)

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Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
plots		plots
resultCorrs		resultCorrs
savedMats		savedMats
src		src
ICA_Hyvarinen.pdf		ICA_Hyvarinen.pdf
README		README
ica-report.pdf		ica-report.pdf

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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.