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Jurafsky, Daniel

Speech and language processing : an introduction to natural language processing, computational linguistics and speech recognition / Daniel Jurafsky, James H. Martin - 2nd edition. - Haryana : Pearson , 2025. - 929 pages : Illustrations ; 25 cm.

Include reference index.

Part 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 -- Part II: Speech -- 7. Phonetics -- 8. Speech synthesis -- 9. Automatic speech recognition -- 10. Speech recognition: Advanced topics -- 11. Computational phonology -- Part III: Syntax -- 12. Formal grammars of english -- 13. Syntactic parsing -- 14. Statistical parsing -- 15. Features and unification -- 16. Language and complexity -- Part IV: Semantics and pragmatics -- 17. The representation of meaning -- 18. Computational semantics -- 19. Lexical semantics -- 20. Computational lexical semantics -- 21. Computational discourse -- Part V: Applications -- 22. Information extraction -- 23. Question answering and summarization -- 24. Dialogue and conversational agents -- 25. Machine translation.

ISBN: 9789332518414

Subjects--Topical Terms:
Natural language processing.
Speech recognition systems.

Dewey Class. No.: 006.45 / JUR