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Abstract: Spoken language dialogue systems are an important step on the way to the ideal human-computer interface, and the semantic analysis of spontaneous speech plays a fundamental role in any such system. This article presents the development of a semantic analyzer for unconstrained speech, independent of the application domain and the language spoken. A case grammar formalism is used for knowledge representation, and the parsing is based on a hidden Markov model trained from annotated dialogue... (Update)
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BibTeX entry: (Update)
@misc{ bohus-stochastic,
author = "Dan Bohus and Marian Boldea",
title = "Stochastic Speech Understanding for Human-Computer Dialogue",
url = "citeseer.ist.psu.edu/719180.html" }
Citations (may not include all citations):653 Fundamentals of Speech Recognition (context) - Rabiner, Juang - 1993
362 An Introduction to Hidden Markov Models (context) - Rabiner, Juang - 1986
337 Error Bounds for Convolutional Codes and an Asymptotically O.. (context) - Viterbi - 1967
328 Foundations of Statistical Natural Language Processing - Manning, Sch - 1999
278 Natural Language Understanding (context) - Allen - 1995
202 Statistical Methods for Speech Recognition (context) - Jelinek - 1997
52 Speech and Language Processing (context) - Jurafsky, Martin - 2000
45 Estimation of Probabilities from Sparse Data for the Languag.. - Katz - 1987
34 Understanding Spontaneous Speech: the PHOENIX System (context) - Ward - 1991
8 Learning Fault-tolerant Speech Parsing with SCREEN - Wermter, Weber - 1994
7 A Stochastic Case Frame Approach for Natural Language Unders.. - Minker, Bennacef et al. - 1996
5 Concept-Based Spontaneous Speech Understanding System (context) - Levin, Pieraccini - 1995
4 Hidden Understanding Models for Statistical Sentence Underst.. (context) - Schwartz, Miller et al. - 1997
3 Stochastically-Based Semantic Analysis (context) - Minker, Waibel et al. - 1999
1 MDWOZ: A Wizard of Oz Environment for Dialog Systems Develop.. (context) - Munteanu, Boldea - 2000
[Article contains additional citations not shown here]
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