Just a heads up, you need to use them on a bare floor or linoleum.
When I was a kid my friends and I would stick tacks into the soles of our shoes to produce a sound like tap dancing.
Here's a safer and better sounding alternative from
Find a pair of old shoes and glue pennies to the toe and the heel. With hot glue, the pennies should be able to be removed later.