Bayesian speech and language processing

• Material Type: 図書
• ISBN: 9781107055575 hardcover; 1107055571 hardcover
• Title: Bayesian speech and language processing
• Author/Editor: Shinji Watanabe, Jen-Tzung Chien.
• Author Heading: Watanabe, Shinji. [渡部晋治]; Chien, Jen-Tzung.
• Publication, Distribution, etc.: Cambridge, United Kingdom : Cambridge University Press (出版)
• Publication Date: 2015.; 著作権日付 : ©2015
• Publication Date (W3CDTF): 2015
• Extent: xxi, 424 pages
• Size: 26 cm
• Place of Publication (Country Code): GB
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Language and languages--Study and teaching--Statistical methods.; Bayesian statistical decision theory.
• LCC: P53.815
• DDC: 410.1/51
• NDLC: KE21
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references and index.
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: KE21-B17
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 027329372; http://id.ndl.go.jp/bib/027329372
• LC Control Number: 2014050265; https://lccn.loc.gov/2014050265
• OCLC No.: 902985783; https://www.worldcat.org/oclc/902985783
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: Part I. General Discussion: 1. Introduction; 2. Bayesian approach; 3. Statistical models in speech and language processing; Part II. Approximate Infer...
• Summary, etc.: "With this comprehensive guide you will learn how to apply Bayesian machine learning techniques systematically to solve various problems in speech and...