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000891693 020__ $$a9783030145965$$q(electronic book)
000891693 020__ $$a3030145964$$q(electronic book)
000891693 020__ $$z978303045958
000891693 0248_ $$a10.1007/978-3-030-14
000891693 035__ $$aSP(OCoLC)on1106169324
000891693 035__ $$aSP(OCoLC)1106169324
000891693 040__ $$aLQU$$beng$$erda$$cLQU$$dZ5A$$dGW5XE$$dNOC$$dYDXIT
000891693 049__ $$aISEA
000891693 050_4 $$aQA76.9.N38$$bK36 2019
000891693 08204 $$a006.35$$223
000891693 1001_ $$aKamath, Uday,$$eauthor.
000891693 24510 $$aDeep learning for NLP and speech recognition /$$cUday Kamath, John Liu, James Whitaker.
000891693 2463_ $$aDeep learning for natural language processing and speech recognition
000891693 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2019]
000891693 300__ $$a1 online resource :$$billustrations
000891693 336__ $$atext$$btxt$$2rdacontent
000891693 337__ $$acomputer$$bc$$2rdamedia
000891693 338__ $$aonline resource$$bcr$$2rdacarrier
000891693 504__ $$aIncludes bibliographical references and index.
000891693 50500 $$gPart I.$$tMachine Learning, NLP, and Speech Introduction : --$$g1.$$tIntroduction --$$g2.$$tBasics of Machine Learning --$$g3.$$tText and Speech Basics --$$gPart II.$$tDeep Learning Basics : --$$g4.$$tBasics of Deep Learning --$$g5.$$tDistributed Representations --$$g6.$$tConvolutional Neural Networks --$$g7.$$tRecurrent Neural Networks --$$g8.$$tAutomatic Speech Recognition --$$gPart III.$$tAdvanced Deep Learning Techniques for Text and Speech : --$$g9.$$tAttention and Memory Augmented Networks --$$g10.$$tTransfer Learning: Scenarios, Self-Taught Learning, and Multitask Learning --$$g11.$$tTransfer Learning: Domain Adaptation --$$g12.$$tEnd-to-End Speech Recognition --$$g13.$$tDeep Reinforcement Learning for Text and Speech.
000891693 506__ $$aAccess limited to authorized users.
000891693 520__ $$a"With the widespread adoption of deep learning, natural language processing (NLP),and speech applications in many areas (including Finance, Healthcare, and Government) there is a growing need for one comprehensive resource that maps deep learning techniques to NLP and speech and provides insights into using the tools and libraries for real-world applications. Deep Learning for NLP and Speech Recognition explains recent deep learning methods applicable to NLP and speech, provides state-of-the-art approaches, and offers real-world case studies with code to provide hands-on experience."--Publisher's website.
000891693 588__ $$aDescription based on online resource; title from digital title page (viewed on July 24, 2019).
000891693 650_0 $$aNatural language processing (Computer science)
000891693 650_0 $$aAutomatic speech recognition.
000891693 7001_ $$aLiu, John,$$eauthor.
000891693 7001_ $$aWhitaker, James,$$eauthor.
000891693 77608 $$iPrint version$$z9783030145958
000891693 852__ $$bebk
000891693 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-14596-5$$zOnline Access$$91397441.1
000891693 909CO $$ooai:library.usi.edu:891693$$pGLOBAL_SET
000891693 980__ $$aEBOOK
000891693 980__ $$aBIB
000891693 982__ $$aEbook
000891693 983__ $$aOnline
000891693 994__ $$a92$$bISE