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

vsubhashini / ica Public

Notifications You must be signed in to change notification settings
Fork 37
Star 86

Independent Component Analysis (for blind source separation)

86 stars 37 forks Branches Tags Activity

Notifications

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

Repository files navigation

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.