000			04653nam a22006015i 4500
999			_c12630 _d12630
001			978-3-319-63450-0
003			DE-He213
005			20211213095403.0
008			170921s2018 gw | s |||| 0|eng d
020			_a9783319634500
040			_cAIKTC-KRRC
041			_aENG
072		7	_aTTBM _2bicssc
072		7	_aTEC008000 _2bisacsh
072		7	_aTTBM _2thema
072		7	_aUYS _2thema
082	0	4	_a621.382 _223
245	1	0	_aComputational Analysis of Sound Scenes and Events _h[electronic resource] /
250			_a1st ed. 2018.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2018.
300			_aX, 422 p. 81 illus., 54 illus. in color. _bCard Paper
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
520			_aThis 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. Gives an overview of methods for computational analysis of sounds scenes and events, allowing those new to the field to become fully informed; Covers all the aspects of the machine learning approach to computational analysis of sound scenes and events, ranging from data capture and labeling process to development of algorithms; Includes descriptions of algorithms accompanied by a website from which software implementations can be downloaded, facilitating practical interaction with the techniques.
650		0	_aEXTC Engineering _94619
653			_aSignal, Image and Speech Processing.
653			_aEngineering Acoustics.
653			_aComputer Appl. in Social and Behavioral Sciences.
653			_aUser Interfaces and Human Computer Interaction.
700	1		_aVirtanen, Tuomas. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPlumbley, Mark D. _eeditor. _0(orcid)0000-0002-9708-1075 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aEllis, Dan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783319634494
776	0	8	_iPrinted edition: _z9783319634517
776	0	8	_iPrinted edition: _z9783319875590
856	4	0	_uhttps://doi.org/10.1007/978-3-319-63450-0 _zClick here to access eBook in Springer Nature platform. (Within Campus only.)
942			_cEBOOKS _2ddc