After listening to their MP3 single, I was digging around for information on Wye Oak. After a few clicks I ended up on YouTube and found a video by Andy Stack teaching you how to drum and play keyboards at the same time.
I have a hard time chewing gum and walking let alone playing two instruments simultaneously (though I've seen Janet Weiss do this in Quasi as well as a drummer who plays with Why? and Andrew Bird). Take that Jens Hannemann.
If you like the drumming, you can download the track (with guitar and vocals even) at Merge Records.