I used a staple gun to attach the fabric to my sewing room walls. I covered the staples with a ribbon. The whole process was fast and I could get the fabric as taut as I wanted it.
(I covered my school bulletin boards with fabric the last few years I was teaching. I would take it down for summer vacation and then put it back up in the fall! I still have some of that fabric in my stash.)