Mathematical Foundations of Speech and Language Processing:
Gespeichert in:
| Beteilige Person: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
New York, NY
Springer New York
2004
|
| Schriftenreihe: | The IMA Volumes in Mathematics and its Applications
138 |
| Schlagwörter: | |
| Links: | https://doi.org/10.1007/978-1-4419-9017-4 |
| Beschreibung: | 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 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 |
| Umfang: | 1 Online-Ressource (X, 289 p) |
| ISBN: | 9781441990174 9781461264842 |
| ISSN: | 0940-6573 |
| DOI: | 10.1007/978-1-4419-9017-4 |
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| discipline | Mathematik |
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| isbn | 9781441990174 9781461264842 |
| issn | 0940-6573 |
| language | English |
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| spellingShingle | Johnson, Mark Mathematical Foundations of Speech and Language Processing Mathematics Translators (Computer programs) Optical pattern recognition Applications of Mathematics Language Translation and Linguistics Pattern Recognition Information and Communication, Circuits Mathematik Sprachwahrnehmung (DE-588)4077745-5 gnd Mathematische Methode (DE-588)4155620-3 gnd Stochastische Analysis (DE-588)4132272-1 gnd |
| subject_GND | (DE-588)4077745-5 (DE-588)4155620-3 (DE-588)4132272-1 |
| title | Mathematical Foundations of Speech and Language Processing |
| title_auth | Mathematical Foundations of Speech and Language Processing |
| title_exact_search | Mathematical Foundations of Speech and Language Processing |
| title_full | Mathematical Foundations of Speech and Language Processing edited by Mark Johnson, Sanjeev P. Khudanpur, Mari Ostendorf, Roni Rosenfeld |
| title_fullStr | Mathematical Foundations of Speech and Language Processing edited by Mark Johnson, Sanjeev P. Khudanpur, Mari Ostendorf, Roni Rosenfeld |
| title_full_unstemmed | Mathematical Foundations of Speech and Language Processing edited by Mark Johnson, Sanjeev P. Khudanpur, Mari Ostendorf, Roni Rosenfeld |
| title_short | Mathematical Foundations of Speech and Language Processing |
| title_sort | mathematical foundations of speech and language processing |
| topic | Mathematics Translators (Computer programs) Optical pattern recognition Applications of Mathematics Language Translation and Linguistics Pattern Recognition Information and Communication, Circuits Mathematik Sprachwahrnehmung (DE-588)4077745-5 gnd Mathematische Methode (DE-588)4155620-3 gnd Stochastische Analysis (DE-588)4132272-1 gnd |
| topic_facet | Mathematics Translators (Computer programs) Optical pattern recognition Applications of Mathematics Language Translation and Linguistics Pattern Recognition Information and Communication, Circuits Mathematik Sprachwahrnehmung Mathematische Methode Stochastische Analysis |
| url | https://doi.org/10.1007/978-1-4419-9017-4 |
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