Listen to Can I Steal A Little Love online. Can I Steal A Little Love is an English language song and is sung by Frank Sinatra. Can I Steal A Little Love, from the album Sinatra - 60 Sensatinal Hits, was released in the year 2011. The duration of the song is 2:33. Download English songs online from JioSaavn.