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Asian Journal of Information Technology

ISSN: Online 1993-5994
ISSN: Print 1682-3915
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Multiple Hypotheses in Confidence Scoring Measures for Spoken Dialog System

V. Meenakshi and V. Shanthi
Page: 647-651 | Received 21 Sep 2022, Published online: 21 Sep 2022

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Abstract

This study provides improved confidence assessment for detection of word-level speech recognition errors, out of domain utterances and incorrect concepts. New features from the speech understanding component are proposed for confidence annotation at utterance and concept levels. In addition, the confidence measures are used to improve the word recognition accuracy. Several hypotheses from different speech recognizers are compiled into a word-graph. The word-graph is searched for the hypothesis with the best confidence.


How to cite this article:

V. Meenakshi and V. Shanthi . Multiple Hypotheses in Confidence Scoring Measures for Spoken Dialog System.
DOI: https://doi.org/10.36478/ajit.2007.647.651
URL: https://www.makhillpublications.co/view-article/1682-3915/ajit.2007.647.651