Mathematical Foundations of Speech and Language Processing PDF
By:Mark Johnson,Sanjeev P. Khudanpur,Mari Ostendorf,Roni Rosenfeld
Published on 2012-12-06 by Springer Science & Business Media
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.
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Book ID of Mathematical Foundations of Speech and Language Processing's Books is YjjaBwAAQBAJ, Book which was written byMark Johnson,Sanjeev P. Khudanpur,Mari Ostendorf,Roni Rosenfeldhave ETAG "YGAFTDMzgo4"
Book which was published by Springer Science & Business Media since 2012-12-06 have ISBNs, ISBN 13 Code is 9781441990174 and ISBN 10 Code is 1441990178
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Download Mathematical Foundations of Speech and Language Processing Free
Download Mathematical Foundations of Speech and Language Processing PDF
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