Spoken Language Generation and Understanding pp 311-335 | Cite as
The Representation and Use of a Lexicon in Automatic Speech Recognition and Understanding
Conference paper
Abstract
The lexicon is one of the knowledge sources which has to be taken into account in a speech recognition/understanding system. The organization of the two kinds of lexicon -non phonological and phonological- is first discussed. We then present the techniques involved in the use of a lexicon for emitting and verifying word hypotheses: word verification and word spotting. Examples from actual systems illustrate the various aspects of the paper.
Keywords
Speech Recognition Automatic Speech Recognition Continuous Speech Lexical Level Lexical Retrieval
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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References
- (1).P. COHEN and R. MERCER “The Phonological Component of an Automatic Speech Recognition System” pp. 275–320 in “Speech Recognition” D.R. Reddy ed., Academic Press 1975.Google Scholar
- (2).B.T. OSHIKA et al. “The role of phonological rules in speech understanding research” IEEE Trans. ASSP, 23, n° 1, pp. 104–112, 1975.CrossRefGoogle Scholar
- (3).G. CAUSSE, G. GOUARDERES, G. Tep “L’utilisation du lexique pour la génération de phrases parlées” Rapport CERFIA, Oct. 1976.Google Scholar
- (4).G. GOUARDERES “Organisation d’un lexique en vue de l’analyse de la parole en continu” Thèse CNAM, Toulouse, janvier 1977.Google Scholar
- (5).J.M. PIERREL “Myrtille II: un système de compréhension du discours continu” Internal Report, CRIN, july 1978.Google Scholar
- (6).J.P. HATON and J.M. PIERREL “Data-Structures and Architecture of Myrtille II Speech Understanding System” 4th IJCPR, Kyoto, Japan, Nov. 1978.Google Scholar
- (7).J.P. HATON and G. PERENNOU “Reconnaissance automatique de la parole” AFCET Summer Institute, Namur, july 1978.Google Scholar
- (8).J. SHOUP “Phonological Aspects of Speech Recognition” In “Trends In Speech Recognition” W.A. Lea ed., Prentice-Hall, 1979.Google Scholar
- (9).D.E. WALKER, ed. “Understanding Spoken Language”, North-Holland, 1978.Google Scholar
- (10).J.P. PIERREL, J.F. MARI, J.P. HATON “Le niveau Lexical dans le système Myrtille II: représentation du lexique et traitements associés” 10è Journées d’Etude sur la Parole, GALF, Grenoble, Mai 1979.Google Scholar
- (11).J.P. HATON, J.M. PIERREL “Organization and Operation of a Connected Speech Understanding System at Lexical, Syntactic and Semantic Levels” Proc.IEEE ICASSP, Philadelphia, April 1976.Google Scholar
- (12).J.M. PIERREL “Contribution à la compréhension automatique du discours continu” Thèse de 3ème cycle, Université de Nancy I, Nov. 1975.Google Scholar
- (13).B.T. LOWERRE “The HARPY Speech Recognition System” Ph D Dissertation, Carnegie-Mellon University, Pittsburgh, 1976.Google Scholar
- (14).W.A. WOODS and V.W. ZUE “Dictionary Expansion via Phonological Rules for a Speech Understanding System” Proc. IEEE ICASSP, Philadelphia, April 1976.Google Scholar
- (15).M.S. FOX, F. HAYES-ROTH “Approximation Techniques for the Learning of Sequential Symbolic Patterns” Proc. 3d IJCPR, Coronado, Nov. 1976.Google Scholar
- (16).D.H. KLATT “Review of the ARPA Speech Understanding Project” JASA, 62, p. 1345–1366, 1977.Google Scholar
- (17).J.P. HATON “Une méthode dynamique de comparaison de chaînes de symboles de longueurs différentes: application à la recherche lexicale” C.R.Ac. Sci., A, 278, p. 1527–1530, 1974.MATHGoogle Scholar
- (18).D. FORNEY “The Viterbi Algorithm” Proc.IEEE, 61, n°3, p. 268–278, 1973.MathSciNetCrossRefGoogle Scholar
- (19).G. M. WHITE “Dynamic Programming, the Viterbi Algorithm and Low Cost Speech Recognition” Proc. IEEE ICASSP, Tulsa, April 1978.Google Scholar
- (20).F. JELINEK “Continuous Speech Recognition by Statistical Methods” Proc. IEEE, 64, n°4, p. 532–556, 1976.CrossRefGoogle Scholar
- (21).J.K. BAKER “The DRAGON System-An overview” IEEE Trans. ASSP, 23, n° 1, pp. 24–29, 1975.CrossRefGoogle Scholar
- (22).D. SANKOFF “Shortcuts, Diversions, and Maximal chains in Partially Ordered Sets” Discrete Math., 4, n° 3, pp. 287–293, 1973.MathSciNetMATHCrossRefGoogle Scholar
- (23).M. KOHDA, R. NAKATSU, K. SHIKANO “Speech Recognition in the Question-Answering System Operated by Conversational Speech” Proc.IEEE ICASSP, Philadelphia, April 1976.Google Scholar
- (24).A.R. SMITH “Word Hypothesization in the Hearsay II Speech Understanding System” Proc. IEEE ICASSP, Philadephia, April 1976.Google Scholar
- (25).W.A. WOODS et al. “Speech Understanding Systems, Final Technical Progress Report” Report n°3438 BBN, 1976.Google Scholar
- (26).D.H. KLATT “Word Verification in a Speech Understanding System” in Speech Recognition, D.R. Reddy ed., Academic Press, 1975.Google Scholar
- (27).M. HALLE, K.N. STEVENS “Speech Recognition: A Model and a Program for Research” IRE Trans. Inform. Theory, 8, p. 155–159, 1962.CrossRefGoogle Scholar
- (28).R. DEMORI, P. TORASSO “Lexical Classification in a Speech Understanding System Using Fuzzy Relations” Proc. IEEE ICASSP, Philadephia, April 1976.Google Scholar
- (29).J.F. MARI “Contribution à l’analyse syntaxique et à la recherche lexicale en reconnaissance du discours parlé continu” Thèse de 3ème cycle, Université de Nancy 1, 1979.Google Scholar
- (30).R. VIVES “L’analyse lexicale dans le système Kéal pour la reconnaissance de la parole continue” 7èmes Journées d’Etude sur la Parole, GALF, Nancy, Mai 1976.Google Scholar
- (31).J.S. BRIDLE “An Efficient Elastic-Template Method for Detecting Given Words in Running Speech” Proc.Brit. Acoust. Soc. Meet. Tome 2, 1973.Google Scholar
- (32).R.W. CHRISTIANSEN, C.K. RUSHFORTH “Detecting and Locating Key Words in Continuous Speech Using Linear Predic tive Coding” IEEE Trans. ASSP, 25, n° 5, 1977.Google Scholar
- (33).S. CHIBA, M. WATARI, T. WATANABE “A Speaker-Independent Word Recognition System” 4th Int. Joint.Conf. Pattern Recognition, Kyoto, Nov. 1978.Google Scholar
- (34).S. NAKAGAWA, T. SAKAI “A Word Recognition Method From a Classified Phoneme String in the Lithan Speech Understanding System” Proc. IEEE ICASSP, Tulsa, April 1978.Google Scholar
- (35).M.F. MEDRESS et al. “An automatic Word Spotting System for Conversational Speech” IEEE ICASSP, Tulsa, April 1978.Google Scholar
- (36).B. CAUSSE et al. “Evaluation d’une méthode ascendante d’analyse lexicale dans le discours continu” 7èmes journées d’Etude sur la Parole, GALF, Nancy, Mai 1976.Google Scholar
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© D. Reidel Publishing Company 1980