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Stars

Blind Source Separation

Such as Independent Component Analysis for BSS
13 repositories

This is a C/C++ implementation for Fast Independent Components Analysis.

CMake 16 6 Updated Sep 6, 2016

Preconditioned ICA for Real Data

Python 108 13 Updated Nov 18, 2024

FastICA algorithm implemented in C

C 4 4 Updated Mar 12, 2019

speech enhancement\speech seperation\sound source localization

1,078 224 Updated Nov 14, 2023

Code for AMICA: Adaptive Mixture ICA with shared components

Fortran 25 15 Updated Jul 25, 2024

Face Recognition with SVM classifier using PCA, ICA, NMF, LDA reduced face vectors

Python 12 3 Updated Nov 22, 2022

A blind source separation package using non-negative matrix factorization and non-negative ICA

Python 14 3 Updated May 31, 2021

Implements the DUET blind source separation algorithm. MATLAB code from here - https://github.com/yvesx/casa495

Python 5 Updated Jul 21, 2022

Combine sound source separation with SRP-PHAT to achieve multi-source localization.

Python 59 11 Updated Feb 24, 2024

A flexible source separation library in Python

Python 625 92 Updated Dec 9, 2024

An open-source speech separation and enhancement library

Python 211 36 Updated May 13, 2020

A PyTorch-based Speech Toolkit

Python 2 Updated Feb 2, 2022

Stochastic algorithms for ICA

Python 9 2 Updated Jul 9, 2024