Strictly addressing what you are suggesting, no, thicker wire actually makes it easier for a low powered amp to run a speaker because the resistance per foot goes down as the wire gauge gets fatter. Whether it sounds better is a matter of taste. As a sweeping generality fatter wire tends to have more bass emphasis than skinny wire. But you really have to try it to determine how it works in your specific setup.