Latent Variable Analysis and Signal Separation: 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings

by Emmanuel Vincent (Editor), Arie Yeredor (Editor), Zbynek Koldovský (Editor), Petr Tichavský (Editor)

Overview

This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented – 29 accepted as oral presentations and 32 accepted as poster presentations – were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing.

Product Details

ISBN-13:	9783319224817
Publisher:	Springer International Publishing
Publication date:	08/11/2015
Series:	Lecture Notes in Computer Science , #9237
Edition description:	1st ed. 2015
Pages:	532
Product dimensions:	6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

Tensor-based methods for blind signal separation.- Deep neural networks for supervised speech separation/enhancment.- Joined analysis of multiple datasets, data fusion, and related topics.- Advances in nonlinear blind source separation.- Sparse and low rank modeling for acoustic signal processing.