Speech Enhancement Techniques for Digital Hearing Aids
暫譯: 數位助聽器的語音增強技術

Komal R. Borisagar, Rohit M. Thanki, Bhavin S. Sedani

  • 出版商: Springer
  • 出版日期: 2018-11-27
  • 售價: $4,470
  • 貴賓價: 9.5$4,247
  • 語言: 英文
  • 頁數: 155
  • 裝訂: Hardcover
  • ISBN: 3319968203
  • ISBN-13: 9783319968209
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

​This book provides various speech enhancement algorithms for digital hearing aids. It covers information on noise signals extracted from silences of speech signal. The description of the algorithm used for this purpose is also provided. Different types of adaptive filters such as Least Mean Squares (LMS), Normalized LMS (NLMS) and Recursive Lease Squares (RLS) are described for noise reduction in the speech signals. Different types of noises are taken to generate noisy speech signals, and therefore information on various noises signals is provided. The comparative performance of various adaptive filters for noise reduction in speech signals is also described. In addition, the book provides a speech enhancement technique using adaptive filtering and necessary frequency strength enhancement using wavelet transform as per the requirement of audiogram for digital hearing aids.

  • Presents speech enhancement techniques for improving performance of digital hearing aids;
  • Covers various types of adaptive filters and their advantages and limitations;
  • Provides a hybrid speech enhancement technique using wavelet transform and adaptive filters.


商品描述(中文翻譯)

本書提供了各種數位助聽器的語音增強演算法。內容涵蓋了從語音信號的靜音部分提取的噪音信號資訊。也提供了用於此目的的演算法描述。針對語音信號的噪音減少,描述了不同類型的自適應濾波器,如最小均方(Least Mean Squares, LMS)、標準化最小均方(Normalized LMS, NLMS)和遞迴最小平方(Recursive Least Squares, RLS)。為了生成帶噪聲的語音信號,考慮了不同類型的噪聲,因此提供了各種噪聲信號的資訊。還描述了各種自適應濾波器在語音信號噪音減少方面的比較性能。此外,本書提供了一種使用自適應濾波的語音增強技術,以及根據數位助聽器的聽力圖需求進行的小波變換的必要頻率強度增強。

- 提供語音增強技術以改善數位助聽器的性能;
- 涵蓋各種自適應濾波器及其優缺點;
- 提供一種結合小波變換和自適應濾波器的混合語音增強技術。