Listen to Passing Strangers online. Passing Strangers is an English language song and is sung by Sarah Vaughan and Billy Eckstine. Passing Strangers, from the album My Special Angel - Music Inspired by Call the Midwife, was released in the year 2014. The duration of the song is 2:40. Download English songs online from JioSaavn.