Look up Sylvania 555.

Its an oscilating IC. You can do all kinds of things with a couple of them.
Add a small amplifier and a speaker that can reproduce the sound you are
looking for. You used to be able to buy a cheap amplifier kit at Radio
Shack, but they may no longer be available.