Some thoughts on memorizing music with mnemonic techniques:
I haven't tried any of these methods yet -- they are just ideas at the moment.
One idea is to create images for each of the solfège syllables using chromatic variants: do, di, ra, re, ri
Images could be based on using the sounds of the syllables at the beginning of the image words. For example: