I paint with acrylics and water color, and have noticed off smells in old acrylics before. A slightly soured or just not quite right smell, usually there's some seperation in it too.
What's the shelf life on oils? Is it all of them or just a few that smell weird?
I can't remember what the emulsion is in oils, it may be a type of synthetic gum as it is in other paints.