If the records are very dirty they may need a couple good cleanings. Make sure you have good brushes and a good record cleaning solution. Everybody seems to have a favorite. Secondly, you want to try the "Enzymatic Formula" from Audio Intelligent. It's basically a pre-cleaner used prior to the record cleaning solution. It breaks down mold and other contaminants that resist the record cleaning solutions. Always use ultra pure water and buy a good carbon fiber brush.
Good luck
Good luck