What's in an accent?: the impact of accented synthetic speech on lexical choice in human-machine dialogue

What's in an accent?: the impact of accented synthetic speech on lexical choice in human-machine dialogue
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口音是什么?:口音合成语音对人机对话中词汇选择的影响

DOI:
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发表时间:
2019
期刊:
International Conference on Conversational User Interfaces
影响因子:
--
通讯作者:
L. Clark
L. Clark
中科院分区:
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文献类型:
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作者:
Benjamin R. Cowan;Philip R. Doyle;Justin Edwards;Diego Garaialde;Ali Hayes;H. Branigan;João P. Cabral;L. Clark

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我们对对话伙伴的知识和交际能力(即我们的伙伴模式)的假设可以影响我们的语言选择。虽然类似的过程可能会在人机对话中运作,但设计在塑造这些模型中的作用及其对交互的后续影响并没有得到明确的理解。本研究以合成设计为重点,通过一个参照性交际实验,探讨了口音对词汇选择的影响。特别是,我们专注于口音的讲话是否可以鼓励使用词汇的替代品,是相关的合作伙伴的口音,以及如何这可能会有所不同,在与人类或机器对话时。我们发现,人们更有可能使用美式英语的条款时,与美国口音的合作伙伴比爱尔兰口音的合作伙伴在人类和机器的条件。这支持的建议,综合设计可以影响合作伙伴的感知词汇知识,这反过来又指导用户的词汇选择。我们讨论的结果与合作伙伴模型在人机对话的性质和动态。
The assumptions we make about a dialogue partner's knowledge and communicative ability (i.e. our partner models) can influence our language choices. Although similar processes may operate in human-machine dialogue, the role of design in shaping these models, and their subsequent effects on interaction are not clearly understood. Focusing on synthesis design, we conduct a referential communication experiment to identify the impact of accented speech on lexical choice. In particular, we focus on whether accented speech may encourage the use of lexical alternatives that are relevant to a partner's accent, and how this is may vary when in dialogue with a human or machine. We find that people are more likely to use American English terms when speaking with a US accented partner than an Irish accented partner in both human and machine conditions. This lends support to the proposal that synthesis design can influence partner perception of lexical knowledge, which in turn guide user's lexical choices. We discuss the findings with relation to the nature and dynamics of partner models in human machine dialogue.
语音拟人化、对话者建模和对齐对人机对话句法选择的影响
DOI: 10.1016/j.ijhcs.2015.05.008
发表时间: 2015
影响因子: 5.4
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影响因子: 4.3
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