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Top 5 blind-source-separation open source projects

Blind source separation based on the probabilistic tensor factorisation framework

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python tensorflow tensor-factorization decompose blind-source-separation

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

✭ 29

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

NTFk.jl

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

✭ 36

julia python r matlab Jupyter Notebook Dockerfile machine-learning sparsity feature-extraction unsupervised-learning kmeans-clustering tensor-decomposition cp-decomposition blind-source-separation tensor-networks hosvd tucker-decomposition

SGSNMF TGRS

X. Wang, Y. Zhong, L. Zhang, and Y. Xu, “Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 11, pp.6287-6304, 2017.

✭ 36

matlab blind-source-separation nonnegative-matrix-factorization group-sparse nmf-decomposition hyperspectral-unmixing

unified2021

A UNIFIED SPEECH ENHANCEMENT FRONT-END FOR ONLINE DEREVERBERATION, ACOUSTIC ECHO CANCELLATION, AND SOURCE SEPARATION

✭ 77

matlab C++blind-source-separation independent-component-analysis dereverberation independent-vector-analysis acoustic-echo-cancellation

1-5 of 5 blind-source-separation projects