The present invention relates to a system (10) of the cleaning of floors, comprising a chassis (12) designed to be moved on the ground, characterized in that the frame (12) has at least one device for eliminating (26) of the noise present in the ground, and an extraction device (28) of the parasites which is designed to extract the parasites of the ground and the lead to the removal device (26).