You may have some natural frequency resonance going on. Pitch is dependent on natural frequency resonance of a tube with air flow. Lower amplitude by slowing velocity, either by increasing drum and attached pipe diameters and/or hole size, or all of the above. Drop pitch by increasing length of drum and perhaps also any attached piping. Increase pitch by shortening these lengths. You might have some success by increasing wall thickesses too. Changing the effective resonance length by adding or removing intermediate supports to attached piping may also have some effects. Check natural frequencies of lengths between pipe supports with travel time of air flow. If there is an indication of resonance, add or remove pipe supports. Make distances between supports unequal and away from lengths that correspond to travel time resonance.
"I'm all in favor of keeping dangerous weapons out of the hands of fools. Let's start with typewriters."
- Frank Lloyd Wright (1868-1959)