On data driven parametric backchannel synthesis for expressing attentiveness in conversational agents

Catharine Oertel, Joakim Gustafson, A. Black
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引用次数: 7

Abstract

In this study, we are using a multi-party recording as a template for building a parametric speech synthesiser which is able to express different levels of attentiveness in backchannel tokens. This allowed us to investigate i) whether it is possible to express the same perceived level of attentiveness in synthesised than in natural backchannels; ii) whether it is possible to increase and decrease the perceived level of attentiveness of backchannels beyond the range observed in the original corpus.
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会话代理中表达注意力的数据驱动参数反向通道合成
在本研究中,我们使用多方录音作为模板来构建参数语音合成器,该合成器能够在反向通道令牌中表达不同程度的注意力。这使我们能够研究i)是否有可能在合成的反向通道中表达与自然的反向通道相同的注意力感知水平;Ii)是否有可能在原始语料库中观察到的范围之外增加或减少反向通道的感知注意力水平。
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Automatic annotation of gestural units in spontaneous face-to-face interaction Analysis of gesture frequency and amplitude as a function of personality in virtual agents Attitude recognition of video bloggers using audio-visual descriptors On data driven parametric backchannel synthesis for expressing attentiveness in conversational agents Annotation and analysis of listener's engagement based on multi-modal behaviors
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