Robustness in Language and Speech Technology

Jean-Claude Junqua, Gertjan van Noord (Herausgeber)

Buch | Hardcover

278 Seiten

2001 | 2001 ed.
Kluwer Academic Publishers (Verlag)
978-0-7923-6790-1 (ISBN)

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In this book we address robustness issues at the speech recognition and natural language parsing levels, with a focus on feature extraction and noise robust recognition, adaptive systems, language modeling, parsing, and natural language understanding. This book attempts to give a clear overview of the main technologies used in language and speech processing, along with an extensive bibliography to enable topics of interest to be pursued further. It also brings together speech and language technologies often considered separately.
Robustness in Language and Speech Technology serves as a valuable reference and although not intended as a formal university textbook, contains some material that can be used for a course at the graduate or undergraduate level.

1 Introduction.- 2 Acoustic Features and Distance Measure.- 3 Speaker Compensation in Automatic Speech Recogniton.- 4 Robustness in Statistical Language Modeling.- 5 Improving Robustness by Modeling Spontaneous Speech Events.- 6 Regular Approximation of Context-Free Grammars.- 7 Weighted Grammar Tools: the GRM Library.- 8 Robust Parsing and Beyond.- 9 Robust Parsing of Word Graphs.- 10 Balancing Robustness and Efficiency.

Erscheint lt. Verlag	28.2.2001
Reihe/Serie	Text, Speech and Language Technology ; 17
Zusatzinfo	X, 278 p.
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
ISBN-10	0-7923-6790-1 / 0792367901
ISBN-13	978-0-7923-6790-1 / 9780792367901
Zustand	Neuware