I use some dry, bland, non-aromatic tobacco for this, so no, it doesn't change the flavor. It's important for it to be dry so it can absorb the moisture like a sponge, so it serves more than one purpose. I have some shag cut Ohm Natural RYO stuff I've been using. Works great.