Automatic Cry Detection in Early Childhood Education Settings

被引：8
|
作者：
Ruvolo, Paul [1 ]
Movellan, Javier [1 ]
机构：
[1] Univ Calif San Diego, Inst Neural Computat, La Jolla, CA 92093 USA
来源：
2008 IEEE 7TH INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING | 2008年
关键词：
D O I：
10.1109/DEVLRN.2008.4640830
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present results on applying a novel machine learning approach for learning auditory moods in natural environments [1] to the problem of detecting crying episodes in preschool classrooms. The resulting system achieved levels of performance approaching that of human coders and also significantly outperformed previous approaches to this problem [2].
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页码：204 / 208
页数：5
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