Signals and Communication Technology

Intelligent Audio Analysis

Authors: Schuller, Björn W.

  • Provides benchmark results and standardised test-beds for a broader range of audio analysis tasks
  • Extends the range of Intelligent Audio Analysis application by
  • showing its potential in new tasks
  • Stimulates synergies arising from transfer of methods and lead to a holistic audio analysis
  • Shows deficiencies in current approaches and sketches future perspectives
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  • ISBN 978-3-642-36806-6
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  • ISBN 978-3-642-36805-9
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About this book

This book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition.  Further, an introduction to audio source separation, and enhancement and robustness are given.
After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task.
The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today’s results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.

Table of contents (14 chapters)

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-642-36806-6
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-642-36805-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Audio Analysis
Authors
Series Title
Signals and Communication Technology
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-36806-6
DOI
10.1007/978-3-642-36806-6
Hardcover ISBN
978-3-642-36805-9
Series ISSN
1860-4862
Edition Number
1
Number of Pages
XXVIII, 345
Topics