EAN: 9783319634494

COMPUTATIONAL ANALYSIS OF SOUND SCENES AND EVEN...

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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