Here is the comment on the Youtube site regarding the bass voice.
The bass voice on this record is Thurl Ravenscroft, famous as the voice of Tony the Tiger and for his singing of "You're a Mean One, Mr. Grinch" from the Christmas classic. He would reprise this with Rosemay Clooney in her hit recording of the song.