人工评估合成手语化身

Robert G. Smith, B. Nolan
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引用次数: 4

摘要

本文讨论的评估探讨了潜在的面部表情可能对手语化身的可理解性的作用。特别关注爱尔兰手语(ISL),我们检查聋人社区对手语化身的胃口。提出的工作探讨了以下假设:通过Ekman[1]确定的7种被广泛接受的普遍情绪的各种组合来增强现有的化身,以获得潜在的面部表情,将使该化身更像人类,从而提高ISL用户的可用性和可理解性。使用人类评估方法[2],我们将增强的化身话语集与基线集进行比较,重点关注两个关键领域:面部配置的理解力和自然性。我们概述了我们的评估方法,包括我们对ISL参与者的选择,面试环境和评估方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Manual evaluation of synthesised sign language avatars
The evaluation discussed in this paper explores the role that underlying facial expressions might have regarding understandability in sign language avatars. Focusing specifically on Irish Sign Language (ISL), we examine the Deaf community's appetite for sign language avatars. The work presented explores the following hypothesis: Augmenting an existing avatar with various combinations of the 7 widely accepted universal emotions identified by Ekman [1] to achieve underlying facial expressions, will make that avatar more human-like and consequently improve usability and understandability for the ISL user. Using human evaluation methods [2] we compare an augmented set of avatar utterances against a baseline set, focusing on two key areas: comprehension and naturalness of facial configuration. We outline our approach to the evaluation including our choice of ISL participants, interview environment and evaluation methodology.
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