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Intelligent Audio Analysis by Bjoern W. Schuller (Hardcover, 2013)

About this product

About this product

Product Information

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.

Product Identifiers

Publisher
Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
ISBN-13
9783642368059
eBay Product ID (ePID)
148834223

Product Key Features

Author
Björn w. Schuller
Publication Name
Intelligent Audio Analysis
Format
Hardcover
Language
English
Subject
Engineering & Technology, Computer Science
Publication Year
2013
Type
Textbook
Number of Pages
345 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
729g

Additional Product Features

Title_Author
Björn w. Schuller
Series Title
Signals and Communication Technology
Country/Region of Manufacture
Germany

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