Pax sitting around that area often comment on this noise.
It's either the brake system shuttle valve operating, which makes a kind of 'clonking' sound. Or if taxiing single engine, the Hydraulic PTU (power transmission unit) may be running, this sounds more like a 'whining noise', starts off low down & builds up to a crescendo, then stops, then repeats the whole process over again & again.