Speech And Language Processing

Speech and Language Processing PDF Book Detail:
Author: Daniel Jurafsky
Publisher: Pearson
ISBN: 0133252930
Size: 55.30 MB
Format: PDF, Docs
Category : Computers
Languages : en
Pages : 1024
View: 1147

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Book Description: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. For undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language Processing. An explosion of Web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology – at all levels and with all modern technologies – this text takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. The authors cover areas that traditionally are taught in different courses, to describe a unified vision of speech and language processing. Emphasis is on practical applications and scientific evaluation. An accompanying Website contains teaching materials for instructors, with pointers to language processing resources on the Web. The Second Edition offers a significant amount of new and extended material. Supplements: Click on the "Resources" tab to View Downloadable Files: Solutions Power Point Lecture Slides - Chapters 1-5, 8-10, 12-13 and 24 Now Available! For additional resourcse visit the author website: http://www.cs.colorado.edu/~martin/slp.html

Speech And Language Processing

Speech and Language Processing PDF Book Detail:
Author: Daniel Jurafsky
Publisher:
ISBN: 9781292025438
Size: 15.58 MB
Format: PDF, Docs
Category : Automatic speech recognition
Languages : en
Pages : 939
View: 6234

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Book Description: For undergraduate or advanced undergraduate courses in Classical Natural Language Processing, Statistical Natural Language Processing, Speech Recognition, Computational Linguistics, and Human Language Processing. An explosion of Web-based language techniques, merging of distinct fields, availability of phone-based dialogue systems, and much more make this an exciting time in speech and language processing. The first of its kind to thoroughly cover language technology - at all levels and with all modern technologies - this text takes an empirical approach to the subject, based on applying statistical and other machine-learning algorithms to large corporations. The authors cover areas that traditionally are taught in different courses, to describe a unified vision of speech and language processing. Emphasis is on practical applications and scientific evaluation. An accompanying Website contains teaching materials for instructors, with pointers to language processing resources on the Web. The Second Edition offers a significant amount of new and extended material.

Speech Language Processing

Speech   Language Processing PDF Book Detail:
Author: Dan Jurafsky
Publisher: Pearson Education India
ISBN: 9788131716724
Size: 19.74 MB
Format: PDF
Category :
Languages : en
Pages : 908
View: 2552

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Book Description:

Lexicon Development For Speech And Language Processing

Lexicon Development for Speech and Language Processing PDF Book Detail:
Author: Frank Van Eynde
Publisher: Springer
ISBN: 079236368X
Size: 57.84 MB
Format: PDF, Docs
Category : Language Arts & Disciplines
Languages : en
Pages : 300
View: 6462

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Book Description: This 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.

Introducing Speech And Language Processing

Introducing Speech and Language Processing PDF Book Detail:
Author: John Coleman
Publisher: Cambridge University Press
ISBN: 9780521530699
Size: 26.79 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 301
View: 1671

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Book Description: Provides a clearly-written, concise and accessible introduction to speech and language processing, with accompanying software.

Bayesian Speech And Language Processing

Bayesian Speech and Language Processing PDF Book Detail:
Author: Shinji Watanabe
Publisher: Cambridge University Press
ISBN: 1107055571
Size: 35.65 MB
Format: PDF
Category : Mathematics
Languages : en
Pages : 445
View: 313

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Book Description: A practical and comprehensive guide on how to apply Bayesian machine learning techniques to solve speech and language processing problems.

Mathematical Foundations Of Speech And Language Processing

Mathematical Foundations of Speech and Language Processing PDF Book Detail:
Author: Mark Johnson
Publisher: Springer Science & Business Media
ISBN: 1441990178
Size: 60.22 MB
Format: PDF, Mobi
Category : Technology & Engineering
Languages : en
Pages : 289
View: 457

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Book Description: Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between people and machines, and to automatically transcribe, extract, analyze, and route information from high-volume streams of spoken and written information. The workshops on Mathematical Foundations of Speech Processing and Natural Language Modeling were held in the Fall of 2000 at the University of Minnesota's NSF-sponsored Institute for Mathematics and Its Applications, as part of a "Mathematics in Multimedia" year-long program. Each workshop brought together researchers in the respective technologies on the one hand, and mathematicians and statisticians on the other hand, for an intensive week of cross-fertilization. There is a long history of benefit from introducing mathematical techniques and ideas to speech and language technologies. Examples include the source-channel paradigm, hidden Markov models, decision trees, exponential models and formal languages theory. It is likely that new mathematical techniques, or novel applications of existing techniques, will once again prove pivotal for moving the field forward. This volume consists of original contributions presented by participants during the two workshops. Topics include language modeling, prosody, acoustic-phonetic modeling, and statistical methodology.

Pattern Recognition In Speech And Language Processing

Pattern Recognition in Speech and Language Processing PDF Book Detail:
Author: Wu Chou
Publisher: CRC Press
ISBN: 9780203010525
Size: 69.60 MB
Format: PDF, ePub, Docs
Category : Technology & Engineering
Languages : en
Pages : 416
View: 4173

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Book Description: Over the last 20 years, approaches to designing speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been the focus of intense, fast-moving research and have contributed to significant advances in this field. Pattern Recognition in Speech and Language Processing offers a systematic, up-to-date presentation of these recent developments. It begins with the fundamentals and recent theoretical advances in pattern recognition, with emphasis on classifier design criteria and optimization procedures. The focus then shifts to the application of these techniques to speech processing, with chapters exploring advances in applying pattern recognition to real speech and audio processing systems. The final section of the book examines topics related to pattern recognition in language processing: topics that represent promising new trends with direct impact on information processing systems for the Web, broadcast news, and other content-rich information resources. Each self-contained chapter includes figures, tables, diagrams, and references. The collective effort of experts at the forefront of the field, Pattern Recognition in Speech and Language Processing offers in-depth, insightful discussions on new developments and contains a wealth of information integral to the further development of human-machine communications.

Introducing Speech And Language Processing

Introducing Speech and Language Processing PDF Book Detail:
Author: John Coleman
Publisher: Cambridge University Press
ISBN: 9780521530699
Size: 43.56 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 301
View: 1421

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Book Description: Provides a clearly-written, concise and accessible introduction to speech and language processing, with accompanying software.

Corpus Based Methods In Language And Speech Processing

Corpus Based Methods in Language and Speech Processing PDF Book Detail:
Author: Steve Young
Publisher: Springer Science & Business Media
ISBN: 9401711836
Size: 24.60 MB
Format: PDF, ePub
Category : Language Arts & Disciplines
Languages : en
Pages : 235
View: 1817

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Book Description: Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling. The book attempts to give both a clear overview of the main technologies used in language and speech processing, along with sufficient mathematics to understand the underlying principles. There is also an extensive bibliography to enable topics of interest to be pursued further. Overall, we believe that the book will give newcomers a solid introduction to the field and it will give existing practitioners a concise review of the principal technologies used in state-of-the-art language and speech processing systems. Corpus-Based Methods in Language and Speech Processing is an initiative of ELSNET, the European Network in Language and Speech. In its activities, ELSNET attaches great importance to the integration of language and speech, both in research and in education. The need for and the potential of this integration are well demonstrated by this publication.