| Description |
x, 286 pages : illustrations ; 25 cm |
| Series |
IMA volumes in mathematics and its applications ; v. 138 |
|
IMA volumes in mathematics and its applications ; v. 138
|
| Contents |
Probability and statistics in computational linguistics, a brief review / Stuart Geman and Mark Johnson -- Three issues in modern language modeling / Dietrich Klakow -- Stochastic analysis of structured language modeling / Frederick Jelinek -- Latent semantic language modeling for speech recognition / Jerome R. Bellegarda -- Prosody modeling for automatic speech recognition and understanding / Elizabeth Shriberg and Andreas Stolcke -- Switching dynamic system models for speech articulation and acoustics / Li Deng -- Segmental HMMS : modeling dynamics and underlying structure in speech / Wendy J. Holmes -- Modelling graph-based observation spaces for segment-based speech recognition / James R. Glass -- Towards robust and adaptive speech recognition models / Herve Bourlard, Samy Bengio and Katrin Weber -- Graphical models and automatic speech recognition / Jeffrey A. Bilmes -- An introduction to Markov chain Monte Carlo methods / Julian Besag |
|
Semiparametric filtering in speech processing / Benjamin Kedem and Konstantinos Fokianos |
| Analysis |
Mathematical foundations |
|
Language processing |
| Bibliography |
Includes bibliographical references |
| Subject |
Speech processing systems -- Mathematical models.
|
| Author |
Johnson, Mark Edward, 1970-
|
| LC no. |
2003065729 |
| ISBN |
0387203265 alkaline paper |
|
