Study on Speaker-Independent Emotion Recognition from Speech on Real-World Data

被引：0
|
作者：
Kostoulas, Theodoros [1 ]
Ganchev, Todor [1 ]
Fakotakis, Nikos [1 ]
机构：
[1] Univ Patras, Artificial Intelligence Grp, Wire Commun Lab, Dept Elect & Comp Engn, Rion 26500, Greece
来源：
VERBAL AND NONVERBAL FEATURES OF HUMAN-HUMAN AND HUMAN-MACHINE INTERACTIONS | 2008年 / 5042卷
关键词：
Emotion recognition; real-life data;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In the present work we report results from on-going research activity in the area of speaker-independent emotion recognition. Experimentations are performed towards examining the behavior of a detector of negative emotional states over non-acted/acted speech. Furthermore, a score-level fusion of two classifiers on utterance level is applied, in attempt to improve the performance of the emotion recognizer. Experimental results demonstrate significant differences on recognizing emotions on acted/real-world speech.
引用
收藏
页码：235 / 242
页数：8
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