Thank you very much for your help!
I’ll have to try the code first thing tomorrow morning.
As for the 2D spectrograms transformation, it’s a different approach that I’m not currently applying.
In fact, those 13 features above are the computed mfcc’s ( Mel Frequency Cepstral Coefficients) which I have to use for my project.