What's that song that says oh baby what's that sound and its 2012 song
The lyrics "Hey baby, what's that sound?' are from the song called The Night Out by Martin Solveig. You can get the lyrics of the song from http://www.metrolyrics.com/the-night-out-lyrics-martin-solveig.html.
Martin Solveig - The Night Out