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

Hyoung-Gook Kim, Nicolas Moreau, Thomas Sikora

  • 出版商: Wiley
  • 出版日期: 2005-12-09
  • 定價: $1,500
  • 售價: 6.7$999
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover
  • ISBN: 047009334X
  • ISBN-13: 9780470093344

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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.