Sounds like dirty or old wiper blades. Perform maintenance and clean em up. If the blades are in bad shape (ie, not standing up straight, bad edges, etc) than it's time to replace them. Not sure how old your machine or blades are, but the last batch of blades i bought no longer have the crappy felt-like material on them. The ink was corroding the felt adhesive so they removed it. The blades are just made of rubber now.