Intelligent Audio Analysis (Signals and Communication Technology) - Softcover

Book 82 of 180: Signals and Communication Technology

Schuller, Björn W.

 
9783642442773: Intelligent Audio Analysis (Signals and Communication Technology)
Softcover
ISBN 10: 3642442773 ISBN 13: 9783642442773
Publisher: Springer, 2015

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2015
Language
English
ISBN 10 
3642442773
ISBN 13 
9783642442773
Binding
Paperback
Number of pages
373

Other Popular Editions of the Same Title

9783642368059: Intelligent Audio Analysis (Signals and Communication Technology)

Featured Edition

ISBN 10:  3642368050 ISBN 13:  9783642368059
Publisher: Springer, 2013
Hardcover