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 techn
Speech and Language Processing
✍ Scribed by Jurafsky D., Martin J.H.
- Book ID
- 127435183
- Year
- 1999
- Tongue
- English
- Weight
- 6 MB
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This book takes an empirical approach to language processing, based on applying statistical and other machine-learning algorithms to large corpora.Methodology" boxes are included in each chapter. Each chapter is built around one or more worked examples to demonstrate the main idea of the chapter. Covers the fundamental algorithms of various fields, whether originally proposed for spoken or written language to demonstrate how the same algorithm can be used for speech recognition and word-sense disambiguation. Emphasis on web and other practical applications. Emphasis on scientific evaluation. Useful as a reference for professionals in any of the areas of speech and language processing.
✦ Subjects
Компьютерная лингвистика
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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 signi