I present a simple classical model to illustrate how the finite-frequency charge noise associated with single-electrons emitted one by one can be understood. At low-frequencies this noise arises as a consequence of a stochastic time of emission and it is defined by the dwell time irrespective of how (adiabatically or non-adiabatically) an electron is emitted. Importantly the finite-frequency noise vanished at high frequencies. This suppression for an adiabatically emitted electrons can be understood as due to a finite duration of an emitted wave-packet.