Research Catalog

Title

Speech and language processing : an introduction to natural language processing, computational linguistics, and speech recognition / Daniel Jurafsky, James H. Martin.

Author

Jurafsky, Dan, 1962-

Publication

Upper Saddle River, N.J. : Pearson Prentice Hall, [2009], ©2009.

Items in the Library & Off-site

Holdings

Details

Additional Authors

Martin, James H., 1959-

Description

xxxi, 988 pages : illustrations; 25 cm.

Series Statement

Prentice Hall series in artificial intelligence

Uniform Title

Prentice Hall series in artificial intelligence.

Subjects

• Speech Recognition Software
• Language
• Speech Perception
• Speech
• Computational linguistics
• Automatic speech recognition

Bibliography (note)

• Includes bibliographical references (p. 909-958) and indexes.

Contents

1. Introduction -- I. Words -- 2. Regular Expressions and Automata -- 3. Words and Transducers -- 4. N-Grams -- 5. Part-of-Speech Tagging -- 6. Hidden Markov and Maximum Entropy Models -- II. Speech -- 7. Phonetics -- 8. Speech Synthesis -- 9. Automatic Speech Recognition -- 10. Speech Recognition: Advanced Topics -- 11. Computational Phonology -- III. Syntax -- 12. Formal Grammars of English -- 13. Syntactic Parsing -- 14. Statistical Parsing -- 15. Features and Unification -- 16. Language and Complexity -- IV. Semantics and Pragmatics -- 17. The Representation of Meaning -- 18. Computational Semantics -- 19. Lexical Semantics -- 20. Computational Lexical Semantics -- 21. Computational Discourse -- V. Applications -- 22. Information Extraction -- 23. Question Answering and Summarization -- 24. Dialogue and Conversational Agents -- 25. Machine Translation.

ISBN

• 9780131873216 (hardcover : alk. paper)
• 0131873210 (hardcover : alk. paper)

LCCN

2008010335

OCLC

• ocn213375806
• 213375806
• SCSB-5421156

Owning Institutions

Columbia University Libraries