is it the cold taps or the hot?
have you got a cold-water tank in the loft?
it is nothing to do with bleeding the radiators.
Put your thumb over the hot tap in the bathroom, and turn it on. Can you stop the flow?
Now the cold. Can you?
turn everything off, wait five minutes, flush one WC (only). Does the noise occur? Do the same at other WCs if you have them. then each tap. Do it individually, one at a time, to create a map of which do/don't do it.
if you run a bath, how long does the noise continue after you turn off the taps?
is it worse in the early hours of the night than in the afternoon?
Has a bathroom or kitchen had its plumbing altered since the house was built? How old is the house?
Ask around for a wrinkly old plumber with years of local experience.
Are you in a town, or country?
Are you at the bottom of a hill?
have you noticed your neighbours taps doing the same?
screwing down the stopcock will hide the problem, but not cure it.