Shuoyang Li — accepted AI-conference papers

2021

Dimension Selected Subspace Clustering

Shuoyang Li, Yuhui Luo, Jonathon A. Chambers, Wenwu Wang

ICASSP 2021accepted

Subspace clustering is a popular method for clustering unlabelled data. However, the computational cost of the subspace clustering algorithm can be unaffordable when dealing with a large data set. Using a set of dimension sketched data instead of the original data set can be helpful for mitigating t…

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2019

Enhanced Streaming Based Subspace Clustering Applied to Acoustic Scene Data Clustering

Shuoyang Li, Yuantao Gu, Yuhui Luo, Jonathon A. Chambers, Wenwu Wang

ICASSP 2019accepted

Labelled data are often required to train an acoustic scene classification system. However, it is time-consuming and expensive to label the data manually. An unsupervised clustering algorithm can be used to facilitate the labelling process by dividing the acoustic data into different categories. Nev…

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