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 Increasing Robustness of Spoken Dialogue Systems. Employing Filler Model Based Word Level Confidence Measures
Наименование:

Increasing Robustness of Spoken Dialogue Systems. Employing Filler Model Based Word Level Confidence Measures

автор AYDIN A. издательство Книга по Требованию Организация здравоохранения
Cтраниц 104        мягкая обложка       
Аннотация:First all models are evaluated in terms of their ability to correctly tag (miss or hit) recognition hypotheses. However, the performance of current speech recognition systems are far from perfect. In order to function effectively with imperfect speech recognition, an accurate confidence scoring mechanism should be employed. In this work, the performance of filler-model based confidence features are investigated. To determine a confidence score for a hypothesis, certain confidence features are combined. In conversational dialogue applications it is critical to understand the requests accurately. Then the performance of reliable combinations of these models are evaluated to show how certain reliable combinations of filler models could significantly improve the accuracy of the confidence annotation. Moreover to show the practical side of the work, an implementation of a real dialogue management system is described. Five types of filler model are defined: triphone-network, phone-network, phone-class network, 5-state catch-all model and 3-state catch-all model.
Автор: AYDIN A.
Издательство: Книга по Требованию
Год:2009
Цена:
1996 руб
Нет в наличии
Поиск: Increasing Robustness of Spoken Dialogue Systems. Employing Filler Model Based Word Level Confidence Measures



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