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Corpus-Based Methods in Language and Speech Processing - Text, Speech and Language Technology Steve Young 1997 edition
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Corpus-Based Methods in Language and Speech Processing - Text, Speech and Language Technology
Steve Young
Corpus-based methods will be found at the heart of many language and speech processing systems. This book provides an introduction to these technologies describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, and the development of dialogue systems.
Marc Notes: Based on papers presented at the 2nd European Summer School on Language and Speech Communication which was held summer 1994, Utrecht, Belgium.; Includes bibliographical references (p. 210-234). Table of Contents: Introduction. 1. Corpus-Based Statistical Methods in Speech and Language Processing; H. Ney. 2. Hidden Markov Models in Speech and Language Processing; K. Knill, S. Young. 3. Spoken Language Dialogue Systems; E. Giachin, S. McGlashan. 4. Part-of-Speech Tagging and Partial Parsing; S. Abney. 5. Data-Oriented Language Processing; R. Bod, R. Scha. 6. Statistical Language Modeling Using Leaving-One-Out; H. Ney, S. Martin, F. Wessel. Author Information. Bibliography. Publisher Marketing: Corpus-based methods are found at the heart of many language and speech processing systems. This book provides an in-depth introduction to these technologies through chapters describing basic statistical modeling techniques for language and speech, the use of Hidden Markov Models in continuous speech recognition, the development of dialogue systems, part-of-speech tagging and partial parsing, data-oriented parsing and n-gram language modeling.
Contributor Bio: Young, Steve Steve is a designer and Flash developer living in the sunny town of Coatbridge, near Glasgow, Scotland. He originally started out as a Product Designer, having studied at the Glasgow School of Art, but somehow found himself in the New Media industry. Like most of his peers, he just seemed to have fallen into New Media. Until recently, Steve has spent the last 2 years of working (if you can call it that) at Flammable Jam with Hoss Gifford and some of the other top designer/developers in Scotland. Contributor Bio: Young, S S. David Young, Ph. D., is a professor at INSEAD, one of the world's leading graduate business schools. A consultant on EVA and value-based management for several American, European, and Asian companies, Dr. Young's research has appeared in many academic and professional journals. He can be reached at david-young@insead.fr. Stephen F. O'Byrne is president and co-founder of Shareholder Value Advisors Inc., a consulting firm that helps companies increase shareholder value through better performance measurement, incentive compensation, and valuation analysis. Byrne is a former senior vice president at Stern Stewart & Co., and his articles have appeared in a wide variety of journals. He can be reached at sobyrne@bellatlantic.net. Contributor Bio: Young, Steve Steve Young is a designer and Flash developer living in the sunny town of Coatbridge, near Glasgow, Scotland. He started out as a product designer, having studied at Glasgow School of Art, but somehow found himself in the new media industry. Like most of his peers, he just seems to have "fallen into" new media. Up until recently, Steve spent two years working (if you can call it that) at Flammable Jam with Hoss Gifford and some of the other top designer/developers in Scotland. Check out his site at www.gimpster.net.
| メディア | 書籍 Hardcover Book (ハードカバー付きの本) |
| リリース済み | 1997年2月28日 |
| ISBN13 | 9780792344636 |
| 出版社 | Springer |
| ページ数 | 235 |
| 寸法 | 242 × 166 × 20 mm · 526 g |
| 言語 | 英語 |
| 編集者 | Bloothooft, Gerrit |
| 編集者 | Young, Steve |
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