Latent Variable Analysis and Signal Separation: 12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings (Lecture Notes in Computer Science)
暫譯: 潛變量分析與信號分離:第十二屆國際會議 LVA/ICA 2015,捷克共和國利貝雷茨,2015年8月25-28日,會議論文集(計算機科學講義)

  • 出版商: Springer
  • 出版日期: 2015-08-18
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 548
  • 裝訂: Paperback
  • ISBN: 3319224816
  • ISBN-13: 9783319224817
  • 相關分類: Computer-Science
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書為第十二屆潛變量分析與信號分離國際會議(LVA/ICS 2015)的會議論文集,該會議於2015年8月在捷克共和國的利貝雷茨舉行。共提交了61篇經過修訂的完整論文,其中29篇被接受為口頭報告,32篇被接受為海報報告,這些論文均經過仔細審查和選擇。書中探討了五個特別主題:基於張量的方法進行盲信號分離;用於監督式語音分離/增強的深度神經網絡;多數據集的聯合分析、數據融合及相關主題;非線性盲源分離的進展;稀疏和低秩建模在聲音信號處理中的應用。

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