Computational Analysis of Sound Scenes and Events

Computational Analysis of Sound Scenes and Events
Author :
Publisher : Springer
Total Pages : 417
Release :
ISBN-10 : 9783319634500
ISBN-13 : 331963450X
Rating : 4/5 (50X Downloads)

Book Synopsis Computational Analysis of Sound Scenes and Events by : Tuomas Virtanen

Download or read book Computational Analysis of Sound Scenes and Events written by Tuomas Virtanen and published by Springer. This book was released on 2017-09-21 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through the design of taxonomies used in the systems, to signal processing methods for feature extraction and machine learning methods for sound recognition. The book also covers advanced techniques for dealing with environmental variation and multiple overlapping sound sources, and taking advantage of multiple microphones or other modalities. The book gives examples of usage scenarios in large media databases, acoustic monitoring, bioacoustics, and context-aware devices. Graphical illustrations of sound signals and their spectrographic representations are presented, as well as block diagrams and pseudocode of algorithms.


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