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010   $a981-13-6098-7
024 7 $a10.1007/978-981-13-6098-5
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035   $a(DE-He213)978-981-13-6098-5
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035   $a(EXLCZ)994100000007593125
100   $a20190130d2019      u|             0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aAudio Processing and Speech Recognition$b[electronic resource] $eConcepts, Techniques and Research Overviews /$fby Soumya Sen, Anjan Dutta, Nilanjan Dey
205   $a1st ed. 2019.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019.
215   $a1 online resource (XIV, 96 p. 41 illus., 3 illus. in color.) 
225 1 $aSpringerBriefs in Computational Intelligence,$x2625-3704
311   $a981-13-6097-9 
327   $aAudio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion.
330   $aThis book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.
410  0$aSpringerBriefs in Computational Intelligence,$x2625-3704
606   $aComputer science
606   $aData transmission systems
606   $aSignal, Image and Speech Processing$3http://scigraph.springernature.com/things/product-market-codes/T24051
606   $aUser Interfaces and Human Computer Interaction$3http://scigraph.springernature.com/things/product-market-codes/I18067
606   $aInput/Output and Data Communications$3http://scigraph.springernature.com/things/product-market-codes/I12042
615  0$aComputer science.
615  0$aData transmission systems.
615 14$aSignal, Image and Speech Processing.
615 24$aUser Interfaces and Human Computer Interaction.
615 24$aInput/Output and Data Communications.
676   $a621.382
700   $aSen$b Soumya$4aut$4http://id.loc.gov/vocabulary/relators/aut$0761835
702   $aDutta$b Anjan$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aDey$b Nilanjan$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910350304303321
996   $aAudio Processing and Speech Recognition$92035893
997   $aUNINA