Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples
Quantification of prosodic entrainment in affective spontaneous spoken interactions of married couples
复制标题
已婚夫妇情感自发言语互动中韵律夹带的量化
DOI：
10.21437/interspeech.2010-287
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发表时间：
2010
期刊：
影响因子：
--
通讯作者：
Shrikanth S. Narayanan
中科院分区：
文献类型：
--
作者：
Chi;M. Black;Athanasios Katsamanis;A. Lammert;Brian R. Baucom;A. Christensen;P. Georgiou;Shrikanth S. Narayanan
随着人们逐渐调整自己的说话风格以促进有效沟通，对话者之间的互动同步自然会发生。在这项工作中，我们量化了互动的一个方面同步韵律夹带，特别是音调和能量，在已婚夫妇解决问题的互动中使用语音信号衍生的衡量标准。统计测试表明，其中一些衡量标准捕捉到了有用的信息；它们在与持高度积极态度的夫妇的互动中显示出比高度消极态度的夫妇更高的价值。此外，通过在最大似然框架中使用量化的夹带测量与统计符号序列匹配，我们获得了76%的预测正面情绪与负面情绪的准确率。
Interaction synchrony among interlocutors happens naturally as people adapt their speaking style gradually to promote efficient communication. In this work, we quantify one aspect of interaction synchrony prosodic entrainment, specifically pitch and energy, in married couples’ problem-solving interactions using speech signal-derived measures. Statistical testings demonstrate that some of these measures capture useful information; they show higher values in interactions with couples having high positive attitude compared to high negative attitude. Further, by using quantized entrainment measures employed with statistical symbol sequence matching in a maximum likelihood framework, we obtained 76% accuracy in predicting positive affect vs. negative affect.
影响因子：
5.9
作者：
Christensen, A;Atkins, DC;Simpson, LE
通讯作者：
Simpson, LE