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Angry emotion estimation device, anger emotion estimation method and program thereof

机译:愤怒情绪估计装置,愤怒情绪估计方法及其程序

摘要

PROBLEM TO BE SOLVED: To robustly estimate an angry feeling without the need to prepare a feeling word dictionary.SOLUTION: An angry feeling estimation device includes: a speaker division processing part 11 which divides a dialog text into texts by speakers; a morpheme analysis processing part 12 which analyzes morphemes of the divided texts by the speakers and outputs morpheme analysis results obtained by dividing the texts by the speakers into morpheme units; an utterance content redundancy feature quantity extraction part 13 which finds utterance content redundancy feature quantities as indexes indicative of appearance frequencies of the same contents in the texts by the speakers for the respective texts by the speakers using the morpheme analysis results; an utterance content informational feature quantity extraction part 14 which finds utterance content informational feature quantities as indexes indicative of appearance frequencies of content words in the texts by the speakers for the respective texts by the speakers using the morpheme analysis results; and a feeling discrimination part 20 which estimates whether the dialog of the dialog text is an angry dialog using at least one of the utterance content redundancy feature quantities and the utterance content informational feature quantities through a feeling discriminator 30 having learnt in advance.
机译:解决的问题:在不需要准备感觉词词典的情况下可靠地估计愤怒的感觉。解决方案:愤怒的感觉估计装置包括:讲话者划分处理部分11,其将对话文本由讲话者划分为文本;词素分析处理部分12,分析说话者划分的文本的词素,并输出通过将说话者的文本划分成词素单元而获得的词素分析结果;话语内容冗余特征量提取部分13,使用语素分析结果,找到话语内容冗余特征量作为指示说话者针对各个文本的说话者在文本中相同内容的出现频率的指标。话语内容信息特征量提取部分14使用语素分析结果找到话语内容信息特征量作为指示说话者针对各个文本的说话者文本中内容词出现频率的指标。感觉辨别部20,通过预先学习的感觉判别器30,使用发声内容冗余特征量和发声内容信息特征量中的至少一个来估计对话文本的对话是否为愤怒对话。

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