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001 978-3-642-36806-6
003 DE-He213
005 20200421111839.0
007 cr nn 008mamaa
008 130425s2013 gw | s |||| 0|eng d
020 _a9783642368066
_9978-3-642-36806-6
024 7 _a10.1007/978-3-642-36806-6
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aSchuller, Bj�orn W.
_eauthor.
245 1 0 _aIntelligent Audio Analysis
_h[electronic resource] /
_cby Bj�orn W. Schuller.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXXVIII, 345 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4862
505 0 _aPart I Introduction -- Intelligent Audio Analysis: a Definition -- Motivation, Aims, and Solutions -- Structure of this book -- Part II Intelligent Audio Analysis Methods -- Chain of Processing -- Audio Data -- Audio Features -- Audio Recognition -- Audio Source Separation: openBlissART -- Audio Enhancement and Robustness -- Part III Intelligent Audio Analysis Applications -- Applications in Intelligent Speech Analysis -- Applications in Intelligent Music Analysis -- Applications in Intelligent Sound Analysis -- Part IV Conclusion -- Discussion -- Vision -- openSMILE Standardised Feature Sets.
520 _aThis book provides the reader with the knowledge necessary for comprehension of the field of Intelligent Audio Analysis. It firstly introduces standard methods and discusses the typical Intelligent Audio Analysis chain going from audio data to audio features to audio recognition.  Further, an introduction to audio source separation, and enhancement and robustness are given. After the introductory parts, the book shows several applications for the three types of audio: speech, music, and general sound. Each task is shortly introduced, followed by a description of the specific data and methods applied, experiments and results, and a conclusion for this specific task. The books provides benchmark results and standardized test-beds for a broader range of audio analysis tasks. The main focus thereby lies on the parallel advancement of realism in audio analysis, as too often today's results are overly optimistic owing to idealized testing conditions, and it serves to stimulate synergies arising from transfer of methods and leads to a holistic audio analysis.
650 0 _aEngineering.
650 0 _aUser interfaces (Computer systems).
650 0 _aAcoustical engineering.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aEngineering Acoustics.
650 2 4 _aUser Interfaces and Human Computer Interaction.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642368059
830 0 _aSignals and Communication Technology,
_x1860-4862
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-36806-6
912 _aZDB-2-ENG
942 _cEBK
999 _c55456
_d55456