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Fuzzy reasoning in confidence evaluation of speech recognition

Authors :
Hernández-Abrego, G
Mariño Acebal, José Bernardo
Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla
Source :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname
Publication Year :
1999

Abstract

Confidence measures represent a systematic way to express reliability of speech recognition results. A common approach to confidence measuring is to take profit of the information that several recognition-related features offer and to combine them, through a given compilation mechanism , into a more effective way to distinguish between correct and incorrect recognition results. We propose to use a fuzzy reasoning scheme to perform the information compilation step. Our approach opposes the previously proposed ones because ours treats the uncertainty of recognition hypotheses in terms of

Details

Language :
English
Database :
OpenAIRE
Journal :
UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname
Accession number :
edsair.dedup.wf.001..0c0188067e8ee143fa79abdb55cbf743