there is this other thread where we talk exactly about this. In short: normalising MFCCs can lead to much worse results, and we’re trying to find the latest literature to see how one can make it better…
If you feel geeky, there is a paper in that thread. I just had no time to dig and make it work… keep us posted if you find something in the meantime