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Books > Computing & IT > Applications of computing > Audio processing
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Computational Analysis of Sound Scenes and Events (Hardcover, 1st ed. 2018)
Loot Price: R5,479
Discovery Miles 54 790
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Computational Analysis of Sound Scenes and Events (Hardcover, 1st ed. 2018)
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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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