Use of PALM for ℓ1 sparse matrix factorization: Difficulty and rationalization of a two-step approach-Reference-Cited by-同舟云学术

Use of PALM for ℓ1 sparse matrix factorization: Difficulty and rationalization of a two-step approach

Published:2020-02 Issue: Volume:97 Page:102611
ISSN:1051-2004
Container-title:Digital Signal Processing
language:en
Short-container-title:Digital Signal Processing

Author:

Kervazo Christophe,Bobin Jérôme,Chenot Cécile,Sureau Florent

Funder

European Community through the grant LENA

MOD University Defense Research Collaboration

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Signal Processing,Artificial Intelligence,Applied Mathematics,Computer Vision and Pattern Recognition,Statistics, Probability and Uncertainty,Computational Theory and Mathematics

Reference55 articles.

1. Probabilistic modeling paradigms for audio source separation;Vincent,2011

2. A tentative typology of audio source separation tasks;Vincent,2003

3. Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation;Ozerov;IEEE Trans. Audio Speech Lang. Process.,2010

4. Under-determined reverberant audio source separation using a full-rank spatial covariance model;Duong;IEEE Trans. Audio Speech Lang. Process.,2010

5. Nonnegative matrix factorization with the Itakura-Saito divergence: with application to music analysis;Févotte;Neural Comput.,2009

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