Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech RecognitionFor 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.
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... et al., 1968; Teranishi and Umeda, 1968; Umeda, 1976). The system included a lexicalized parser that assigned prosodic boundaries, as well as accent and stress; the extensions in Coker et al. (1973) added more rules, for example, for ...
... et al. (1996), Eide and Gish (1996), Lee and Rose (1996), Welling et al. (2002), and Kim et al. (2004). Many new directions in current speech recognition research involve alternatives to the HMM model, including new graphical models ...
... et al., 1989). The work of Kupiec et al. (1995) on training a sentence classifier with supervised machine learning led to many statistical methods for sentence extraction. Around the turn of the century, the growth of the Web led ...
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Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |