problem in kmeans clustering

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);