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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... statistical models that we see throughout speech and language processing. The probabilities of an N-gram model come from the corpus it is trained on. In general, the parameters of a statistical model are trained on some set of data, and ...
... statistical machine translation using word sense disambiguation . In EMNLP / CONLL 2007 , Prague , Czech Republic , pp . 61–72 . Carroll , G. and Charniak , E. ( 1992 ) . Two experiments on learn- ing probabilistic dependency grammars ...
... Statistical lan- guage modeling using the CMU - Cambridge toolkit . In EUROSPEECH - 97 , Vol . 1 , pp . 2707–2710 . CMU ( 1993 ) . The Carnegie Mellon Pronouncing Dictionary v0.1 . Carnegie Mellon University . Coccaro , N. and Jurafsky ...
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Speech and Language Processing: An Introduction to Natural Language ... Daniel Jurafsky,James H. Martin No preview available - 2009 |