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].

引用

页码：204 / 208

页数：5

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