Tracking and visualizing the changes of Mandarin emotional expression

被引:0
作者
Yeh, Jun-Heng [1 ]
Pao, Tsang-Long [1 ]
Pai, Chen-Yu [1 ]
Cheng, Yun-Maw [1 ]
机构
[1] Tatung Univ, Dept Comp Sci & Engn, 40 ChungShan N Rd,3rd Sect, Taipei 104, Taiwan
来源
ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, PROCEEDINGS: WITH ASPECTS OF THEORETICAL AND METHODOLOGICAL ISSUES | 2008年 / 5226卷
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In order to track continuous changes of someone's emotional expressions in Mandarin dialogue, we elaborated an emotion recognition system in continuous Mandarin speech. A new segmentation method was used to estimate the emotional turning points in a dialogue by dividing the utterance into several independent segments, each of which contains a single emotional category. Five basic emotional categories, including anger, happiness, sadness, boredom and neutral, can be recognized in our proposed method. Here, the speech features, MFCC and LPCC, are used in the proposed method. The experimental results show that the new recognition method can provide satisfactory results.
引用
收藏
页码:978 / +
页数:3
相关论文
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CHANG YH, 2005, EMOTION RECOGNITION
[2]  
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[3]  
Kondoz A.M., 1994, Digital Speech (Coding for Low Bit Rate Communication Systems)
[4]  
Osgood C. E., 1957, MEASUREMENT MEANING
[5]  
PAO TL, 2004, INT S DIG OBJ ID, P301
[6]  
VIDRASCU L, 2005, IEEE INT C MULT EXP, P944