Listen to Walkin' In the Rain online. Walkin' In the Rain is an Unknown language song and is sung by Marvin Gaye. Walkin' In the Rain, from the album Marvin Gaye, was released in the year 2006. The duration of the song is 2:55. Download Unknown songs online from JioSaavn.