Listen to Here's That Rainy Day online. Here's That Rainy Day is an English language song and is sung by Frank Sinatra. Here's That Rainy Day, from the album Frank Sinatra on Valentines Night, was released in the year 2012. The duration of the song is 2:41. Download English songs online from JioSaavn.