The pump needs some water in it and this can take a few moments if you have just added water into your reservoir or your water level is very low. If your pump continues making this noise, pour a bit of water down the main spout (grey tube with black o-rings on it). Just a little bit goes a long way. You can pour the water into the reservoir.
If the noise continues, please try removing your pump and following this video.