Computational Analysis of Sound Scenes and Events

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Éditeur :

Springer


Paru le : 2017-09-21

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Description

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.

Pages
422 pages
Collection
n.c
Parution
2017-09-21
Marque
Springer
EAN papier
9783319634494
EAN PDF
9783319634500

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
42
Taille du fichier
10209 Ko
Prix
179,34 €
EAN EPUB
9783319634500

Informations sur l'ebook
Nombre pages copiables
4
Nombre pages imprimables
42
Taille du fichier
3717 Ko
Prix
179,34 €

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