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MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval
 
 

MPEG-7 Audio and Beyond: Audio Content Indexing and Retrieval [ハードカバー]

Hyoung-Gook Kim , Nicolas Moreau , Thomas Sikora

価格: ¥ 11,283 通常配送無料 詳細
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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.

著者について

Hyoung-Gook Kim, Researcher of the MPEG-7 Audio Project at the Communication Systems Group, Technical University of Berlin, Communication Systems Group, Sekr. EN 1, Einsteinufer 17, D-10587 Berlin

Nicolas Moreau, Researcher of the MPEG-7 Audio Project at the Communication Systems Group, Technical University of Berlin, Communication Systems Group, Sekr. EN 1, Einsteinufer 17, D-10587 Berlin

Thomas Sikora, Professor and head of the Communication Systems Group, Technical University of Berlin, Communication Systems Group, Sekr. EN 1, Einsteinufer 17, D-10587 Berlin


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Good explanation of the audio portion of MPEG-7 2006/5/30
By calvinnme - (Amazon.com)
形式:ハードカバー
This book does a very good job of explaining all of the descriptors, the mathematics behind them, and the related XML via examples, equations, and good instructive diagrams. The tone is much more accessible and less academic than most books about multimedia standards. However, this should not be your first exposure to audio signal processing. If it is, you will be lost in the portion of the book that describes what all of the descriptors actually mean. Likewise, it should not be your first exposure to MPEG-7. You should already understand the standard to the extent that you know its motivation and its structure somewhat. The other mathematical and scientific concepts discussed in this book include linear algebra topics such as principal component analysis and singular value decomposition, support vector machines, hidden Markov models, automatic speech recognition methods, and music description methods. None of these topics are covered in such detail in this book that this should be your only source. However, if you already understand audio signal processing and have been introduced to the MPEG-7 standard, this is an excellent book to delve deeply into the audio part of MPEG-7. In fact, it is the only one of its kind on the topic. If you want a good book on the MPEG-7 standard as a whole, might I recommend "Introduction to MPEG 7: Multimedia Content Description Language".

For those interested in an example of an implementation of MPEG-7 Audio, type "Java MPEG-7 Audio Encoder" into Google. The first link listed is such a functioning application written in Java that takes an audio file as an input and outputs an XML file consisting of the MPEG-7 audio low level descriptors.

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