Listen to I'm Growing Fonder Of You online. I'm Growing Fonder Of You is an English language song and is sung by Fats Waller and his Rhythm. I'm Growing Fonder Of You, from the album Nearly Invisible, was released in the year 2015. The duration of the song is 3:18. Download English songs online from JioSaavn.