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Expressing Speaker's Intentions through Sentence-Final Intonations for Japanese Conversational Speech Synthesis

机译:通过句子-最终语调表达说话者的意图,以进行日语会话语音合成

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In this study, we investigated speaker's intentions that the listeners perceive through subtly different sentence-final intonations. Approximately 2,000 sentence utterances were recorded and the fundamental frequency (F0) con tours at the last vowel of those sentences were classified through one of the standard clustering algorithms. There found various F0 contours, namely, not only simple rising and falling intonations but also rise-fall and fall-rise into nations. In order to reveal the relationship between the intonation and the intentions, 10 representative contours were selected on the basis of the results of the clustering. Using the selected contours, a subjective evaluation was conducted. Six Japanese sentences that could have differ ent meanings according to the sentence-final intonations were synthesized and the F0 contour at the last vowel of each sentence was replaced with the contours. The re sults of the evaluation by nine listeners showed that, for example, a certain falling intonation could express the in tention of the "conviction" and another one that slightly differ in the shape could convey "doubt." It was found that the subtle difference in the sentence-final F0 shape conveyed various nuances and connotations.
机译:在这项研究中,我们调查了说话者的意图,即听众通过细微不同的句子-最终语调来感知说话者的意图。记录了大约2,000个句子的发音,并通过一种标准的聚类算法对了这些句子最后一个元音的基本频率(F0)轮廓进行了分类。在这里发现了各种F0轮廓,即不仅是简单的上升和下降语调,而且还有上升到下降的落入国家。为了揭示语调与意图之间的关系,基于聚类结果选择了10个代表性轮廓。使用选定的轮廓进行主观评估。根据句子的最终语调,合成了六个日语句子,它们可能具有不同的宾语含义,并将每个句子最后一个元音的F0轮廓替换为轮廓。九名听众进行的评估结果表明,例如,某种语调可以表达出“信念”的意图,而另一种形状稍有不同的人则可以表达“怀疑”。发现句子最终F0形状的细微差别传达了各种细微差别和内涵。

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