I searched on Youtube what could be the problem and how it could be fixed and I found a video that said that it could be the bellow that was ripped. So I checked the bellow and it was indeed ripped in many locations. I ordered a new one and follow the steps on the video on how to replace the bellow. It was tricky, but not difficult. I was able to do it successfully and now my washer is working perfectly again without any leaks.