
In Premiere you can choose Show Audio Time Units from the wing menu of the Audio Mixer, Program Monitor, Source Monitor, or Timeline panel.
Update: You can scrub audio in AE, but you don't have the fine control as in Premiere or other NLEs. Nick Campbell explained aspects of The Correct Way To Use Audio in After Effects: