It's in the abstract. "... For the audio synthesis model, we implement a variant of WaveNet that requires fewer parameters and trains faster than the original ..."
Hey there! Our paper is on Arxiv  and we have a blog post about this .
I am one of the authors on this paper and am happy to answer any questions you may have.