Place the camera as far away as you can from your drums, perform outside and with the camera on a tripod, zoom in as tight as you want to frame your shot.
The tiny mic on P&S cameras were never intended to record music well.
If your really want to record your sounds, you need to buy something like this and sync the resulting sound with your video.