There are a few ways to soften canvas on Converse, like adding a layer of fabric, using Plaid or Eastland, or even filling up the shoe with ice. But, as a general precaution when it comes to canvas on Converse, to avoid permanent damage and wear-and-tear on your shoes, it is advised that you use spray adhesive to keep your canvas in good condition.