Listen to Watermelon Weather online. Watermelon Weather is an English language song and is sung by Peggy Lee and Bing Crosby. Watermelon Weather, from the album Top 50: Peggy Lee, was released in the year 2013. The duration of the song is 2:47. Download English songs online from JioSaavn.