Listen to I Wish I Were in Love Again online. I Wish I Were in Love Again is an English language song and is sung by Judy Garland and Mickey Rooney. I Wish I Were in Love Again, from the album The Complete Collection, was released in the year 2012. The duration of the song is 2:25. Download English songs online from JioSaavn.