Metaheuristic Applications to Speech Enhancement (SpringerBriefs in Electrical and Computer Engineering)
暫譯: 元啟發式應用於語音增強(電機與計算機工程系列簡報)

Prajna Kunche

  • 出版商: Springer
  • 出版日期: 2016-04-21
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 132
  • 裝訂: Paperback
  • ISBN: 3319316818
  • ISBN-13: 9783319316819
  • 海外代購書籍(需單獨結帳)

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商品描述

This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging problem for researchers to develop new enhancement algorithms that aid in the quality and intelligibility of degraded speech. They present powerful optimization methods to speech enhancement that can help to solve the noise reduction problems. Readers will be able to understand the fundamentals of speech processing as well as the optimization techniques, how the speech enhancement algorithms are implemented by utilizing optimization methods, and will be given the tools to develop new algorithms. The authors also provide a comprehensive literature survey regarding the topic.

商品描述(中文翻譯)

本書作為對於有興趣於將元啟發式方法應用於語音增強的基本參考資料。書籍的主要目標是向語音處理領域的科學家、實務工程師和學術研究者解釋優化方法的基本概念及其在語音增強中的啟發式優化應用。作者討論了為什麼對於研究人員來說,開發新的增強演算法以改善退化語音的質量和可懂性一直是一個具有挑戰性的問題。他們提出了強大的優化方法來解決語音增強中的噪音減少問題。讀者將能夠理解語音處理的基本原理以及優化技術,了解如何利用優化方法實現語音增強演算法,並獲得開發新演算法的工具。作者還提供了關於該主題的全面文獻調查。

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