Funnily enough I want the exact opposite of this.
I've personally found higher pitches when using steel, aluminum, acrylic, and Poly.
I keep seeing recently that others say Brass is higher pitched, but I've found it to be noticably deeper and "thockier" sounding when using anything brass, myself.
Most all of the transparent housings for switches are higher pitched in sound I've found, zealios being the worst offender for me but ymmv. If you want to use creams or alpacas, I'd personally at least swap the tops for gat clear tops.
I'm surprised you're hearing even a little bass in an aluminum case with an acrylic plate, that combo has been very very high pitched for me in the past. What keyboard is it?