Make your own drums.
I used a large can from tomatoes. Clean can and trim off/duct tape over any sharp parts.
Cut off 1/3 of the open end of the balloon, discard. Use the 2/3 part balloon to cover over the open end of the can. Stretch balloon over can and secure with duct tape. Decorate as you wish. Use your fingers or a plastic spoon as a drumstick.