most citedGeneralized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation

9 citations · 9 across the 3 of their papers we have counts for

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cs.SD2023

Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation

Yoshiaki Bando, Yoshiki Masuyama, Aditya Arie Nugraha +1

This paper describes an efficient unsupervised learning method for a neural source separation model that utilizes a probabilistic generative model of observed multichannel mixtures…

cs.SD2022★ 9 cited

Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation

Mathieu Fontaine, Kouhei Sekiguchi, Aditya Nugraha +2

This paper describes heavy-tailed extensions of a state-of-the-art versatile blind source separation method called fast multichannel nonnegative matrix factorization (FastMNMF) fro…