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Unfortunately, there is no straightforward API option you can use to change that. My suggestion is to override the core method responsible for rendering these icons. I've prepared a demo, take a look: https://jsfiddle.net/BlackLabel/38c47f0z/.
Note that I've left comments on the lines you should assign your own icons.