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Latent Variable Analysis and Signal Separation

  • Kartonierter Einband
  • 532 Seiten
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This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/... Weiterlesen
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Beschreibung

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.

Up-to-date results

Includes supplementary material: sn.pub/extras



Inhalt
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.

Produktinformationen

Titel: Latent Variable Analysis and Signal Separation
Untertitel: 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings
Editor:
EAN: 9783319224817
ISBN: 978-3-319-22481-7
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 532
Gewicht: 821g
Größe: H27mm x B235mm x T155mm
Jahr: 2015
Untertitel: Englisch
Auflage: 1st ed. 2015

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