Robustness in Language and Speech Technology

Jean-Claude Junqua, Gertjan van Noord (Herausgeber)

Buch | Softcover

278 Seiten

2010 | 1st ed. Softcover of orig. ed. 2001
Springer (Verlag)
978-90-481-5643-6 (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	15.12.2010
Reihe/Serie	Text, Speech and Language Technology ; 17
Zusatzinfo	X, 278 p.
Verlagsort	Dordrecht
Sprache	englisch
Maße	160 x 240 mm
Themenwelt	Geisteswissenschaften ► Sprach- / Literaturwissenschaft ► Sprachwissenschaft
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	90-481-5643-2 / 9048156432
ISBN-13	978-90-481-5643-6 / 9789048156436
Zustand	Neuware