Latent Variable Analysis and Signal Separation

12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings
Herausgegeben:Vincent, Emmanuel; Yeredor, Arie; Koldovský, Zbynek; Tichavský, Petr

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Theoretical Computer Science and General Issues 9237
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-22481-7
• 1st ed. 2015
• Seitenzahl: 548
• Erscheinungstermin: 18. August 2015
• Englisch
• Abmessung: 235mm x 155mm x 30mm
• Gewicht: 821g
• ISBN-13: 9783319224817
• ISBN-10: 3319224816
• Artikelnr.: 43181239

Inhaltsangabe

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.