Does seem the conviction was on hearsay

But it's like claiming you weren't at home when the fire started in your house, but when found later your clothes strangely smelled of smoke and gasoline.

http://en.wikipedia.org/wiki/Drew_Peterson#2009_indictment_over_Savio_murder