Listen to Caught out in the Rain online. Caught out in the Rain is an English language song and is sung by Baby Sleep. Caught out in the Rain, from the album Sleep Sounds: Calming Rain, was released in the year 2016. The duration of the song is 3:45. Download English songs online from JioSaavn.