Projects in Awesome Lists tagged with blind-source-separation

https://github.com/tky823/ssspy

A Python toolkit for sound source separation.

audio-source-separation blind-source-separation ilrma ipsdta iva mnmf numpy python sound-source-separation

Last synced: 04 Apr 2025

https://github.com/fakufaku/fast_bss_eval

A fast implementation of bss_eval metrics for blind source separation

audio-processing blind-source-separation bss evaluation-metrics fast

Last synced: 09 Apr 2025

https://github.com/madsjulia/mads.jl

MADS: Model Analysis & Decision Support

blind-source-separation calibration data-analytics decision-making decision-support high-performance-computing inversion machine-learning matrix-factorization model-analysis model-reduction parameter-estimation sensitivity-analysis uncertainty-quantification

Last synced: 12 Feb 2026

https://github.com/ChristoferNal/multi-nilm

Multi-NILM: Multi Label Non Intrusive Load Monitoring

1d-sax blind-source-separation boss dft energy-disaggregation multi-label multi-label-nilm multi-nilm nilm non-intrusive-load-monitoring paa sax sfa signal2vec time-series time-series-embedding time-series-representations weasel

Last synced: 07 Apr 2025

https://github.com/teradepth/iva

IVA: Independent Vector Analysis implementation

blind-source-separation independent-component-analysis independent-vector-analysis unsupervised-learning

Last synced: 24 Dec 2025

https://github.com/bethgelab/decompose

Blind source separation based on the probabilistic tensor factorisation framework

blind-source-separation decompose tensor-factorization tensorflow

Last synced: 16 Aug 2025

https://github.com/onolab-tmu/overiva

Code to do blind source separation with more microphones than sources using auxilliary based independent vector analysis.

audio audio-processing blind-source-separation bss independent-vector-analysis overdetermined unsupervised-learning

Last synced: 06 May 2025

https://github.com/zafarrafii/REPET-Matlab

REPeating Pattern Extraction Technique (REPET) in Matlab for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, REPET-SIM online

audio-source-separation beat-spectrogram beat-spectrum blind-source-separation foreground-background-separation lead-accompaniment-separation matlab median-filter music-voice-separation repeating-patterns repet repet-sim similarity-matrix singing-voice-separation

Last synced: 17 Mar 2025

https://github.com/zafarrafii/REPET-Python

REPeating Pattern Extraction Technique (REPET) in Python for audio source separation: original REPET, REPET extended, adaptive REPET, REPET-SIM, online REPET-SIM

audio-source-separation autocorrelation beat-spectrogram beat-spectrum blind-source-separation foreground-background-separation lead-accompaniment-separation median-filter music-voice-separation python repeating-patterns repet repet-sim similarity-matrix singing-voice-separation

Last synced: 17 Mar 2025

https://github.com/fakufaku/2020_interspeech_gmdp

Generalized Minimal Distortion Principle for Blind Source Separation

audio-processing blind-source-separation bss multichannel-microphone-arrays source-separation

Last synced: 12 Apr 2025

https://github.com/deezer/zeronotesamba

Repository for the IEEE/ACM TASLP 2023 Paper "Zero-Note Samba: Self-Supervised Beat Tracking".

beat-tracking blind-source-separation music-information-retrieval self-supervised-learning

Last synced: 25 Oct 2025

https://github.com/smarttensors/nmfk.jl

Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

blind-source-separation feature-extraction julia machine-learning physics-informed-learning scientific-computing scientific-machine-learning source-identification unsupervised-machine-learning

Last synced: 18 Feb 2026

https://github.com/gmgeorg/foreca

ForeCA: Forecastable Component Analysis in R

blind-source-separation dimensionality-reduction forecasting multivariate-timeseries signal-processing spectrum time-series time-series-analysis

Last synced: 21 Feb 2026

https://github.com/vasu7052/blind-source-seperation

A python based Machine Learning project that separates two sounds intermixed.

audio blind-source-separation deep-learning ica machine-learning machine-learning-algorithms pca python unsupervised-learning

Last synced: 26 Apr 2025

https://github.com/gbeckers/jader

Blind source separation of real signals

blind-source-separation independent-component-analysis

Last synced: 28 Oct 2025

https://github.com/onolab-tmu/blinky-iva

Multimodal formulation of IVA using conventional microphones and power sensing blinkies.

blind-source-separation blinky independent-vector-analysis microphone-array multi-modal unsupervised-learning

Last synced: 09 Sep 2025

https://github.com/onolab-tmu/libss

A Python library for blind source separation.

audio-processing blind-source-separation independent-component-analysis independent-vector-analysis speech-processing

Last synced: 05 Jul 2025

https://github.com/lanl/t-elf

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

blind-source-separation dimensionality-reduction feature-extraction gpu high-performance-computing hpc latent-variables machine-learning matrix matrix-completion matrix-factorization non-negative-matrix-factorization pattern-extraction semi-supervised-learning tensor-decomposition tensor-factorization tensors text-preprocessing unsupervised-learning

Last synced: 12 Apr 2025

https://github.com/baggepinnen/independentcomponentanalysis.jl

Fast implementations of FastICA and DUET for blind source separation

blind-source-separation duet fastica independent-component-analysis

Last synced: 01 Jan 2026

https://github.com/desh2608/cacgmm

GPU-based CACGMM trainer in CuPy

blind-source-separation

Last synced: 20 Apr 2026

https://github.com/zoccoler/metroid

Computational tool to filter subcellular transmembrane potential signals from noisy single cell fluorescence videos

blind-source-separation filtering-algorithm fluorescence-microscopy-imaging membrane-potentials region-of-interest

Last synced: 29 May 2026

https://github.com/ovitrac/sig2dna

📡🧬 sig2dna: Symbolic transformation of analytical signals into a DNA-like code for signal alignment and classification, blind source separation, pattern recognition, and more.

artificial-intelligence bioinformatics blind-source-separation chemometrics chromatography dna-coding machine-learning nmr-spectroscopy pattern-recognition signal-processing spectroscopy symbolic-representation time-series wavelet-transform xray-diffraction