Listen to Here's That Rainy Day online. Here's That Rainy Day is an Unknown language song and is sung by Peggy Lee. Here's That Rainy Day, from the album Singing in the Rain, was released in the year 2012. The duration of the song is 2:50. Download Unknown songs online from JioSaavn.