There are two possible solutions: one is just replacing the filter head and the second is replacing the entire filter case. I tried the first one and it worked, the noise is gone and has been working for a few days now. The whole repair took me less than 30 min Thanks to the people that posted both solutions, especially to the person who recommended just replacing the the filter head, it saved me more than $100 by replacing just what was needed