Listen to Two Sleepy People online. Two Sleepy People is an English language song and is sung by Fats Waller and his Rhythm. Two Sleepy People, from the album Jazz Classics: You're Not The Only Oyster In The Stew, was released in the year 2011. The duration of the song is 3:08. Download English songs online from JioSaavn.