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Latent Variable Analysis and Signal Separation: 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings: 9237 (Lecture Notes in Computer Science)

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9783319224817: Latent Variable Analysis and Signal Separation: 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings: 9237 (Lecture Notes in Computer Science)
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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.

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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.

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Emmanuel Vincent
Verlag: Springer-Verlag Gmbh (2015)
ISBN 10: 3319224816 ISBN 13: 9783319224817
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Buchbeschreibung Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware -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. 532 pp. Englisch. Artikel-Nr. 9783319224817

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