Listen to That's What Christmas Means to Me online. That's What Christmas Means to Me is an English language song and is sung by Eddie Fisher. That's What Christmas Means to Me, from the album The Christmas Selection Box, Vol. 1 (100 Essential Tracks), was released in the year 2014. The duration of the song is 3:26. Download English songs online from JioSaavn.