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001 978-3-319-27299-3
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005 20220801222711.0
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020 _a9783319272993
_9978-3-319-27299-3
024 7 _a10.1007/978-3-319-27299-3
_2doi
050 4 _aTK5102.9
072 7 _aTJF
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072 7 _aUYS
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082 0 4 _a621.382
_223
100 1 _aEyben, Florian.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_962882
245 1 0 _aReal-time Speech and Music Classification by Large Audio Feature Space Extraction
_h[electronic resource] /
_cby Florian Eyben.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXXXVIII, 298 p. 41 illus., 39 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringer Theses, Recognizing Outstanding Ph.D. Research,
_x2190-5061
505 0 _aAbstract -- Introduction -- Acoustic Features and Modelling -- Standard Baseline Feature Sets -- Real-time Incremental Processing -- Real-life Robustness -- Evaluation -- Discussion and Outlook -- Appendix -- Mel-frequency Filterbank Parameters.
520 _aThis book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework called openSMILE, which has been accepted and intensively used worldwide. The book offers extensive descriptions of key methods for the automatic classification of speech and music signals in real-life conditions and reports on the evaluation of the framework developed and the acoustic parameter sets that were selected. It is not only intended as a manual for openSMILE users, but also and primarily as a guide and source of inspiration for students and scientists involved in the design of speech and music analysis methods that can robustly handle real-life conditions.
650 0 _aSignal processing.
_94052
650 0 _aUser interfaces (Computer systems).
_911681
650 0 _aHuman-computer interaction.
_96196
650 0 _aAcoustical engineering.
_99499
650 0 _aComputational linguistics.
_96146
650 1 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aUser Interfaces and Human Computer Interaction.
_931632
650 2 4 _aEngineering Acoustics.
_931982
650 2 4 _aComputational Linguistics.
_96146
710 2 _aSpringerLink (Online service)
_962883
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319272986
776 0 8 _iPrinted edition:
_z9783319273006
776 0 8 _iPrinted edition:
_z9783319801117
830 0 _aSpringer Theses, Recognizing Outstanding Ph.D. Research,
_x2190-5061
_962884
856 4 0 _uhttps://doi.org/10.1007/978-3-319-27299-3
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c81061
_d81061