Yes it should - to the phone * and # are just another "number".
Remember this:
Normal is Short tone.
No matter how long or how quickly you hit the digit, it puts out the same length of tone.
When you turn on Long Tones and hit a digit quickly, you can
actually send out a shorter tone than the Short tone would.
So don't punch the keys too quickly if in Long Tones.