001441537 000__ 04269cam\a2200613Ii\4500
001441537 001__ 1441537
001441537 003__ OCoLC
001441537 005__ 20230309004745.0
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001441537 008__ 220105s2021\\\\sz\a\\\\o\\\\\001\0\eng\d
001441537 019__ $$a1290814285$$a1290841399$$a1292518244$$a1294367861
001441537 020__ $$a9783030797782$$q(electronic bk.)
001441537 020__ $$a3030797783$$q(electronic bk.)
001441537 020__ $$z9783030797775$$q(print)
001441537 020__ $$z3030797775
001441537 0247_ $$a10.1007/978-3-030-79778-2$$2doi
001441537 035__ $$aSP(OCoLC)1290843588
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001441537 049__ $$aISEA
001441537 050_4 $$aQA76.9.N38
001441537 08204 $$a006.3/5$$223
001441537 24500 $$aDeep learning approaches for spoken and natural language processing /$$cVirender Kadyan, Amitoj Singh, Mohit Mittal, Laith Abualigah, editors.
001441537 264_1 $$aCham, Switzerland :$$bSpringer,$$c2021.
001441537 300__ $$a1 online resource (xii, 165 pages) :$$billustrations.
001441537 336__ $$atext$$btxt$$2rdacontent
001441537 337__ $$acomputer$$bc$$2rdamedia
001441537 338__ $$aonline resource$$bcr$$2rdacarrier
001441537 347__ $$atext file$$bPDF$$2rda
001441537 4901_ $$aSignals and communication technology,$$x1860-4870
001441537 500__ $$aIncludes index.
001441537 5050_ $$aIntroduction -- Fundamentals of Speech Perception, Production and Acquisition -- How to focus on Phonetics, Phonology and Prosody -- Analysis of Paralinguistic in Speech and Language -- Factor affecting in designing of a particular language Corpus -- Role of Deep Learning methods in Speaker and Language Identification -- Analysis of Language, Speech and Audio Signals -- Use of Deep learning approaches in Speech Coding and Enhancement -- Case studies of Speech Synthesis and Spoken Language Generation -- Processing of Speech Recognition -- Design and Development of DNN based Speech -- Recognition and Language Processing systems -- Implementation of Speech Recognition -- Visualize the Spoken Language Processing systems -- Spoken and Language Processing -- Conclusion.
001441537 506__ $$aAccess limited to authorized users.
001441537 520__ $$aThis book provides insights into how deep learning techniques impact language and speech processing applications. The authors discuss the promise, limits and the new challenges in deep learning. The book covers the major differences between the various applications of deep learning and the classical machine learning techniques. The main objective of the book is to present a comprehensive survey of the major applications and research oriented articles based on deep learning techniques that are focused on natural language and speech signal processing. The book is relevant to academicians, research scholars, industrial experts, scientists and post graduate students working in the field of speech signal and natural language processing and would like to add deep learning to enhance capabilities of their work. Discusses current research challenges and future perspective about how deep learning techniques can be applied to improve NLP and speech processing applications; Presents and escalates the research trends and future direction of language and speech processing; Includes theoretical research, experimental results, and applications of deep learning.
001441537 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed January 5, 2022).
001441537 650_0 $$aNatural language processing (Computer science)
001441537 650_0 $$aSpeech processing systems.
001441537 650_0 $$aMachine learning.
001441537 650_6 $$aTraitement automatique des langues naturelles.
001441537 650_6 $$aTraitement automatique de la parole.
001441537 650_6 $$aApprentissage automatique.
001441537 655_0 $$aElectronic books.
001441537 7001_ $$aKadyan, Virender,$$d1988-$$eeditor.
001441537 7001_ $$aSingh, Amitoj,$$eeditor.
001441537 7001_ $$aMittal, Mohit,$$eeditor.
001441537 7001_ $$aAbualigah, Laith,$$eeditor.
001441537 77608 $$iPrint version:$$z3030797775$$z9783030797775$$w(OCoLC)1252961447
001441537 830_0 $$aSignals and communication technology,$$x1860-4870
001441537 852__ $$bebk
001441537 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-79778-2$$zOnline Access$$91397441.1
001441537 909CO $$ooai:library.usi.edu:1441537$$pGLOBAL_SET
001441537 980__ $$aBIB
001441537 980__ $$aEBOOK
001441537 982__ $$aEbook
001441537 983__ $$aOnline
001441537 994__ $$a92$$bISE