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Ica

Independent Component Analysis (for blind source separation)

Install / Use

/learn @vsubhashini/Ica
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

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.

Related Skills

View on GitHub
GitHub Stars97
CategoryDevelopment
Updated4mo ago
Forks36

Languages

Matlab

Security Score

77/100

Audited on Nov 6, 2025

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