86 citations · 164 across the 18 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.SD2016★ 21 cited
Hierarchical learning for DNN-based acoustic scene classification
Yong Xu, Qiang Huang, Wenwu Wang +1
In this paper, we present a deep neural network (DNN)-based acoustic scene classification framework. Two hierarchical learning methods are proposed to improve the DNN baseline perf…
cs.SD2016★ 86 cited
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging
Yong Xu, Qiang Huang, Wenwu Wang +4
Environmental audio tagging aims to predict only the presence or absence of certain acoustic events in the interested acoustic scene. In this paper we make contributions to audio t…
cs.CV2016★ 12 cited
Fully DNN-based Multi-label regression for audio tagging
Yong Xu, Qiang Huang, Wenwu Wang +2
Acoustic event detection for content analysis in most cases relies on lots of labeled data. However, manually annotating data is a time-consuming task, which thus makes few annotat…