Synesthesia is weird and can be pretty specific. I have it - I "hear" flavors, although it's more about tones than pitches (think drums and cymbals rather than pianos). And part of it is about shape. Flavors change over exposure time, just as a musical note changes volume and harmonic content over its duration. It's almost impossible to explain.