Does it do it only with the wipers or other electrical kit like windows, rear wiper, heater blower, lights etc.
If it is only the wipers then check their earth is sound. If needs be, run a temporary wire from the negative off the wiper motor directly to the battery. If it stops the noise, run a new earth cable in or try trace the rust / bad contact between the motor and battery.
You could simply try putting a piece of cable at least the same diameter as the one already there between the battery negative and car body – replicating the factory negative strapping. Sometimes this helps of the factory connection is getting worn / corroded.
If it had interference on all the cars electrics, run the negative from the stereo direct to the negative battery terminal and see if that helps.