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

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 presentation...

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Bibliographic Details
Other Authors: Vincent, Emmanuel (Editor), Yeredor, Arie (Editor), Koldovský, Zbyněk (Editor), Tichavský, Petr (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2015, 2015
Edition:1st ed. 2015
Series:Theoretical Computer Science and General Issues
Subjects:
Computer Science—mathematics
Computer Vision
Discrete Mathematics In Computer Science
Computer Simulation
Algorithms
Computer Modelling
Discrete Mathematics
Special Purpose And Application-based Systems
Automated Pattern Recognition
Computers, Special Purpose
Pattern Recognition Systems
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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

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