Purpleheart - most v-shaped (think more bass/treble than mids)
Mahogany - w-shaped, a bit of a rise in the bass, mids and treble
Ebony - most linear of the three
All will sound significantly closer to each other than any one of them will sound to a different headphone. Wood type makes a difference but that difference is not large.