Measurement of Complementarity of Recognition Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F04%3APU49153" target="_blank" >RIV/00216305:26230/04:PU49153 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Measurement of Complementarity of Recognition Systems
Original language description
Combination of different speech recognition systems can be powerful technique to improve recognition performance. The success of these techniques, however, depends on the complementarity of the combined systems. In this paper, a measure of complementarity of different recognition systems is proposed. This measure is based on analysis of similarity of errors made by individual systems. High correlation between the measure and actual performances of combined systems is shown in experiments, which indicatees that the measure can be used to select systems suitable for combination. The measure can be computed very efficiently and it can be used even in situations where exhaustive search looking for the set of system optimal for combination would be infeasible.
Czech name
Měření komplementarity rozpoznávacích systému
Czech description
Měření komplementarity systému rozpoznávání řeči<br>
Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA102%2F02%2F0124" target="_blank" >GA102/02/0124: Voice technologies for support of information society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2004
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proc. Seventh International conference on Text, Speech and Dialogue
ISBN
3-540-23049-1
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
283-290
Publisher name
Springer Verlag
Place of publication
Brno
Event location
Brno
Event date
Sep 8, 2004
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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