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 Look Down, was released in the year 2017. The duration of the song is 3:18. Download English songs online from JioSaavn.