文章基本信息

标题：A Study on Speech Emotion Recognition Based On Fuzzy K Nearest Neighbor
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作者：Zhu Ming ; Zhou Feng ; Ji Zhengbiao 等
期刊名称：International Journal of Multimedia and Ubiquitous Engineering
印刷版ISSN：1975-0080
出版年度：2015
卷号：10
期号：10
页码：57-66
DOI：10.14257/ijmue.2015.10.10.06
出版社：SERSC
摘要：In order to improve the recognition performance of the tradition KNN, we combined the contributions of each feature parameter for different emotions with the tradition KNN and proposed a Fuzzy KNN algorithm for speech emotion recognition. Four kinds of emotions' recognition experiment has shown that the Fuzzy KNN we proposed not only keeps the tradition KNN's advantages of fast recognition and easy realization, but also improves the recognition performance.
关键词：Speech signal; Emotion feature analysis; Fuzzy KNN; Emotion recognition