I have been quilting for 40 years and have never starched any of my fabric. If you buy good quality fabric, I see no reason to have to starch it. I have never read anything about starching in any of the quilt books I have read.
But I suppose there maybe certain techniques that may require starching. But for piecing I don't see why you would need to.
Pieces