Sound event classification with feature vector combination for automatic audio-based surveillance

Seunghyung Lee,Jinuk Park,Sangjun Park,Minsoo Hahn

2016 IEEE International Conference on Consumer Electronics (ICCE)（2016）

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摘要

This paper deals with the sound event classification for automatic audio-based surveillance. To improve the performance, we proposed a feature vector combination scheme to use multiple feature vectors simultaneously. Then, the performance is evaluated by using the combination of three segment-based features. The result shows significant amount of improvement compare to the conventional method.

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关键词

sound event classification,automatic audio-based surveillance,feature vector combination scheme,segment-based feature

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