problem in kmeans clustering

2015 6 12
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Hi, In signal processing, i use MFCC to extract the features.it result the features in 2D vector. then i use kemans clustering.can i use the kmeans to cluster 2D vector? can anyone help?
v = mfcc(s, fs);
[idx,C] = kmeans(v, 18);

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