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Mathematical foundations of speech and language processing / Mark Johnson ... [et al.], editors. - New York : Springer, c2004. - x, 286 p. : ill. ; 25 cm. - IMA volumes in mathematics and its applications ; v. 138 .

Includes bibliographical references.

Probability and statistics in computational linguistics, a brief review.- Three issues in modern language modeling.- Stochastic analysis of Structured Language Modeling.- Latent semantic language modeling for speech recognition.- Prosody modeling for automatic speech recognition and understanding.- Switching dynamic system models for speech articulation and acoustics.- Segmental HMMS: Modeling dynamics and underlying structure in speech.- Modelling graph-based observation spaces for segment-based speech recognition.- Towards robust and adaptive speech recognition models.- Graphical models and automatic speech recognition.- An introduction to Markov chain Monte Carlo methods.- Semiparametric filtering in speech processing.- List of workshop participants.

ISBN: 0387203265 (alk. paper)

LCCN: 2003065729

Subjects--Topical Terms:
Speech processing systems--Mathematical models.

LC Class. No.: TK7882.S65 / .M38 2004

Dewey Class. No.: 006.454 JOH