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Text, Speech and Language Technology Ser.: Lexicon Development for Speech and Language Processing by Dafydd Gibbon (2010, Trade Paperback)
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Artikelzustand:
- Sofort-KaufenLexikonentwicklung für Sprach- und Sprachverarbeitung
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Über dieses Produkt
Product Identifiers
PublisherSpringer Netherlands
ISBN-109048154820
ISBN-139789048154821
eBay Product ID (ePID)109187316
Product Key Features
Number of PagesXii, 300 Pages
LanguageEnglish
Publication NameLexicon Development for Speech and Language Processing
Publication Year2010
SubjectSignals & Signal Processing, Intelligence (Ai) & Semantics, Speech & Audio Processing, Linguistics / General
TypeTextbook
Subject AreaComputers, Technology & Engineering, Language Arts & Disciplines
AuthorDafydd Gibbon
SeriesText, Speech and Language Technology Ser.
FormatTrade Paperback
Dimensions
Item Weight16.9 Oz
Item Length9.4 in
Item Width6.3 in
Additional Product Features
Intended AudienceScholarly & Professional
Dewey Edition22
Series Volume Number12
Number of Volumes1 vol.
IllustratedYes
Dewey Decimal413.028
Table Of ContentPreface. Computational Lexicography; D. Gibbon. Constraint-Based Lexica; G. Bouma, et al. Phonology-Based Lexical Knowledge Representation; L. Cahill, et al. Inductive Lexica; W. Daelemans, G. Durieux. Recognizing Lexical Patterns in Text; G. Grefenstette, et al. Speech Databases; C. Draxler. The Use of Lexica in Text-To-Speech Systems; S. Quazza, H. v.d. Heuvel. The Use of Lexica in Automatic Speech Recognition; M. Adda-Decker, L. Lamel. Morphology in the Mental Lexicon: A Computational Model for Visual Word Recognition; R.H. Baayen, et al. Author Information.
SynopsisThis book offers a state-of-the-art survey of methods and techniques for structuring, acquiring and maintaining lexical resources for speech and language processing. The first chapter provides a broad survey of the field of computational lexicography, introducing most of the issues, terms and topics which are addressed in more detail in the rest of the book. The next two chapters focus on the structure and the content of man-made lexicons, concentrating respectively on (morpho-)syntactic and (morpho-)phonological information. Both chapters adopt a declarative constraint-based methodology and pay ample attention to the various ways in which lexical generalizations can be formalized and exploited to enhance the consistency and to reduce the redundancy of lexicons. A complementary perspective is offered in the next two chapters, which present techniques for automatically deriving lexical resources from text corpora. These chapters adopt an inductive data-oriented methodology and focus also on methods for tokenization, lemmatization and shallow parsing. The next three chapters focus on speech applications, more specifically on the organization of speech data bases, and on the use of lexica in speech synthesis and speech recognition. The last chapter takes a psycholinguistic perspective and addresses the relation between storage and computation in the mental lexicon. The relevance of these topics for speech and language processing is obvious, for since NLP systems need large lexica in order to achieve reasonable coverage, and since the construction and maintenance of large-size lexical resources is a complex and costly task, it is of crucial importance for those who design or build such systems to be aware of the latest developments in this fast-moving field. The intended audience for this book includes advanced students and professional scientists working in the areas of computational linguistics and language and speech technology.
LC Classification NumberP98-98.5
