Maybe it's just me, but I didn't find it all that amusing. And I love funny videos and such. Heck, my personality usually screams humor.
It could be that the man with the *soft* voice has/had a medical condition which causes it to sound that way. Obviously, the audience didn't find it all that amusing either. I wouldn't be surprised to see the host in the unemployment line if the show was a serious based one.