Click on Audience in the navigation at the top.
Find the customer and click on their name to open up their profile.
Click the three dots in the upper right hand corner, and choose "Edit customer" from that drop down:
Here you can change their password or even correct their email if they used the wrong one or misspelled it:
Hit "Save changes" and you're done!