First of all, he was definitely inappropriate and unfunny. However, her reaction where she looks around (about 0:22) made me giggle, and when she composed herself for the normal sign-off I lol'ed.
Creepy, absolutely. Nothing funny about it.
I thought it was funny and creepy.
I thought it was funny. No harm done.
I thought it was funny at first.. but now I think it's creepy.