This contribution addresses the problem of additive noise reductionin speech picked up by a microphone in a noisy environment. Two systemsbelonging to the family of coherence-based noise cancellers arepresented. Suggested systems have the modular structure using 2 or 4microphones and suppress non-stationary noises in the range of 4 to 17dB depending on the chosen structure and noise characteristics. Thecommon properties are acceptable noise suppression, low speechdistortion and residual noise