Mathematical Foundations of Speech and Language Processing

Name: Mathematical Foundations of Speech and Language Processing
SKU: 21282110
Price: 514.99 AUD
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Paperback / softback

Series:

The IMA Volumes in Mathematics and Its Applications

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Description

Speech and language technologies continue to grow in importance as they are used to create natural and efficient interfaces between people and machines, and to automatically transcribe, extract, analyze, and route information from high-volume streams of spoken and written information. The workshops on Mathematical Foundations of Speech Processing and Natural Language Modeling were held in the Fall of 2000 at the University of Minnesota's NSF-sponsored Institute for Mathematics and Its Applications, as part of a "Mathematics in Multimedia" year-long program. Each workshop brought together researchers in the respective technologies on the one hand, and mathematicians and statisticians on the other hand, for an intensive week of cross-fertilization. There is a long history of benefit from introducing mathematical techniques and ideas to speech and language technologies. Examples include the source-channel paradigm, hidden Markov models, decision trees, exponential models and formal languages theory. It is likely that new mathematical techniques, or novel applications of existing techniques, will once again prove pivotal for moving the field forward. This volume consists of original contributions presented by participants during the two workshops. Topics include language modeling, prosody, acoustic-phonetic modeling, and statistical methodology.

Release date Australia

October 30th, 2012

Audience

Professional & Vocational

Contributors

Edited by Mari Ostendorf
Edited by Mark Johnson
Edited by Roni Rosenfeld
Edited by Sanjeev P. Khudanpur

Edition

Softcover reprint of the original 1st ed. 2004

Illustrations

X, 289 p.

Pages

289

Series

The IMA Volumes in Mathematics and Its Applications

Dimensions

156x234x16

ISBN-13

9781461264842

Product ID

21282110

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