Digital Processing of Acoustic Signals
暫譯: 聲音信號的數位處理

Ahfir, Maamar, Kale, Izzet

相關主題

商品描述

This book particularly presents basic and novel theories with practical examples of the two main topics: of Digital Processing of Acoustic Signals, such as: Speech and Heart Sounds. Namely: - Digital Room Acoustics Equalization, because in many sound reproduction systems the degradation quality of the speech signal is mainly caused by the room effect, and- Automatic Heart Sounds Segmentation, as it is an essential phase before objective analysis and diagnosis.Homomorphic standard method and its modified version for equalizing room acoustics effects on the speech signal are presented. An alternative approach to the Balanced Model Truncation method (standard method) is proposed. This when compared to the standard method allows reducing substantially the equalization filter order.A novel automatic heart sounds segmentation method is proposed and applied to professional regular rhythms heart sounds of adult patients. Recurrent Neural Network based segmentation is proposed as an alternative method for irregular heart sounds rhymes.This Book is intended for graduate students, lecturers and researchers who want to start-up a research path in such a discipline.

商品描述(中文翻譯)

本書特別介紹了兩個主要主題的基本和新穎理論,並提供實際範例:數位聲音信號處理,例如:語音和心音。具體來說:- 數位房間聲學均衡,因為在許多聲音重播系統中,語音信號的品質下降主要是由於房間效應造成的;- 自動心音分割,因為這是進行客觀分析和診斷之前的必要階段。本書介紹了同態標準方法及其修改版本,用於均衡房間聲學對語音信號的影響。提出了一種替代平衡模型截斷方法(標準方法)的方案。與標準方法相比,這種方法能顯著減少均衡濾波器的階數。還提出了一種新穎的自動心音分割方法,並應用於成人患者的專業規律心音。針對不規則心音韻律,提出了基於遞迴神經網絡的分割方法作為替代方案。本書旨在為希望在此領域開展研究的研究生、講師和研究人員提供指導。