Listen to I'm Always Chasing Rainbows online. I'm Always Chasing Rainbows is an English language song and is sung by Judy Garland. I'm Always Chasing Rainbows, from the album Golden Broadway, Vol. 2, was released in the year 2015. The duration of the song is 2:11. Download English songs online from JioSaavn.