MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval (Hardcover)

Hyoung-Gook Kim, Nicolas Moreau, Thomas Sikora

MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval (Hardcover)
  • 出版商: Wiley
  • 出版日期: 2005-12-09
  • 定價: $2,980
  • 售價: 9.5 折 $2,831
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover
  • ISBN: 047009334X
  • ISBN-13: 9780470093344
  • 相關分類: Computer-networks

    • 立即出貨

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商品描述

Description

Advances in technology, such as MP3 players, the Internet and DVDs, have led to the production, storage and distribution of a wealth of audio signals, including speech, music and more general sound signals and their combinations. MPEG-7 audio tools were created to enable the navigation of this data, by providing an established framework for effective multimedia management. MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval is a unique insight into the technology, covering the following topics:

  • the fundamentals of MPEG-7 audio, principally low-level descriptors and sound classification and similarity;
  • spoken content description, and timbre, melody and tempo music description tools;
  • existing MPEG-7 applications and those currently being developed;
  • examples of audio technology beyond the scope of MPEG-7.

Essential reading for practising electronic and communications engineers designing and implementing MPEG-7 compliant systems, this book will also be a useful reference for researchers and graduate students working with multimedia database technology.

 

Table of contents

1  Introduction.

1.1  Audio Content Description.

1.2  MPEG-7 Audio Content Description – An Overview.

1.3  Organization of the Book.

2   Low-Level Descriptors.

2.1  Introduction.

2.2  Basic Parameters and Notations.

2.3  Scalable Series.

2.4  Basic Descriptors.

2.5  Basic Spectral Descriptors.

2.6  Basic Signal Parameters.

2.7  Timbral Descriptors.

2.8  Spectral Basis Representations.

2.9  Silence Segment.

2.10   Beyond the Scope of MPEG-7.

2.11   References.

3   Sound Classification and Similarity.

3.1  Introduction.

3.2  Dimensionality Reduction.

3.3  Classification Methods.

3.4  MPEG-7 Sound Classification.

3.5  Comparison of MPEG-7 Audio Spectrum Projection vs. MFCC Features.

3.6  Indexing and Similarity.

3.8  Conclusions.

3.9  References.

4  Spoken Content.

4.1  Introduction.

4.2  Automatic Speech Recognition.

4.3  MPEG-7 SpokenContent Description.

4.5  Conclusions.

4.6  References.

5  Music Description Tools.

5.1   Timbre.

5.2   Melody.

5.3   Tempo.

5.4   Application Example: Query-by-Humming.

5.5   References.

6  Fingerprinting and Audio Signal Quality.

6.1   Introduction.

6.2   Audio Signature.

6.3   Audio Signal Quality.

6.4   References.

7   Application.

7.1   Introduction.

7.2   Automatic Audio Segmentation.

7.3   Sound Indexing and Browsing of Home Video using Spoken Annotations.

7.4   Highlights Extraction for Sport Programs Using Audio Event Detection.

7.5   A Spoken Document Retrieval System for Digital Photo Albums.

7.6   References.

商品描述(中文翻譯)

描述
技術的進步，如MP3播放器、互聯網和DVD，導致了豐富的音頻信號的生產、存儲和分發，包括語音、音樂和更一般的聲音信號及其組合。MPEG-7音頻工具的創建旨在通過提供一個有效的多媒體管理框架，實現對這些數據的導航。《MPEG-7音頻與更多：音頻內容索引和檢索》是對這項技術的獨特洞察，涵蓋以下主題：
- MPEG-7音頻的基礎，主要是低級描述符和聲音分類和相似性；
- 語音內容描述，以及音色、旋律和節奏音樂描述工具；
- 現有的MPEG-7應用程序和正在開發中的應用程序；
- 超出MPEG-7範圍的音頻技術示例。

這本書對於設計和實施MPEG-7兼容系統的電子和通信工程師來說是必讀的，同時也是研究人員和從事多媒體數據庫技術的研究生的有用參考資料。

目錄
1. 引言
1.1 音頻內容描述
1.2 MPEG-7音頻內容描述-概述
1.3 本書組織
2. 低級描述符
2.1 引言
2.2 基本參數和符號
2.3 可擴展系列
2.4 基本描述符
2.5 基本頻譜描述符
2.6 基本信號參數
2.7 音色描述符
2.8 頻譜基表示
2.9 靜音段
2.10 超出MPEG-7範圍
2.11 參考文獻
3. 聲音分類和相似性
3.1 引言
3.2 維度降低
3.3 分類方法
3.4 MPEG-7聲音分類
3.5 MPEG-7音頻譜投影與MFCC特徵的比較

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