preferences > events
click "new email notification" then press the little plus down left.
Choose "play a sound" as action, and choose what sound you want.
Ah, unfortunately I'm using the latest stable release 0.77. I guess I'll have to wait patiently for the fabled 0.8, at least the devs had included the feature which is nice.