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 Top Mega Hits, was released in the year 2016. The duration of the song is 3:18. Download English songs online from JioSaavn.