The answer vary greatly depending on the nature of the noise. It is unusual for any car to accelerate in complete silence.
If the noise is an abnormal engine sound, it could relate to a loose valve arm (ticking) a warn distributor cap, rotor button or sparking ignition leads (clicking combined with loss of power and missing on one or more cylinders) or damage to the exhaust.
If the car is a front wheel drive, its CV joints may be worn or the boots damaged, which would result in a kind of clicking grinding noise under acceleration.
Wheel bearings can also make a grinding noise if they are warn out, though this is less dependant on acceleration and more on the forces applied by the motion of the vehicle.
You can use a car noise database to compare noises at mycarmakesnoise.com
Vroom Vroom
Check under your car... you may have lost a muffler.
it does this because it just does
chiken
engine
Get bin Laiden
Depends on where the noise is whats making the noise. Can you be more descriptive of where and what?
Car
cars tend too
tie rod
Sirens on a police car either makes "Noise" or "Wails".