用于控制高保真音频系统的口语对话系统的评价

F. Fernández-Martínez, Juan Blázquez, J. Ferreiros, R. Barra-Chicote, Javier Macias-Guarasa, J. M. Lucas
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引用次数: 19

摘要

在本文中,贝叶斯网络(BNs)在一系列主观和客观指标方面对对话建模方法进行了评估。在改进系统的上下文信息处理能力方面已经做了大量的工作。因此,除了典型的可用性对话测量率(如任务或对话完成率,对话时间等)外,我们还包含了一个衡量对话情境性的新数字,即上下文信息有助于对话解决的回合数。评估是根据不同的计划风格通过一组预定义的场景来开发的,并关注用户体验水平的影响。
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Evaluation of a spoken dialogue system for controlling a Hifi audio system
In this paper, a Bayesian networks, BNs, approach to dialogue modelling is evaluated in terms of a battery of both subjective and objective metrics. A significant effort in improving the contextual information handling capabilities of the system has been done. Consequently, besides typical dialogue measurement rates for usability like task or dialogue completion rates, dialogue time, etc. we have included a new figure measuring the contextuality of the dialogue as the number of turns where contextual information is helpful for dialogue resolution. The evaluation is developed through a set of predefined scenarios according to different initiative styles and focusing on the impact of the user's level of experience.
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