Very noisy water pump

We have a noisy pump also... it gets turned off at night. I did get the rubber mat but cant fit it under. I was told to allow air flow around it so do not block with bedding etc to attempt to muffle. But I do appreciate the difference it makes! Decent pressure on gravity showers and no worry if somone turns tap on elsewhere at same time. Also toilet cisterns refill much quicker.