How to plot the NMF factorized matrices of a spectrogram as spectrograms too?

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I apply non-negative matrix factorization to my spectrogram and obtain the 2 matrices W and H
[W, H] = nmf(mySTFT,rank) % rank =3
% where W and H hold the spectral and temporal information respectively
I would like to visualize W and H to see if i can understand whats going on. Is it possible to make a spectrogram of the Matrix W and H?

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