What to do to speed up the paper publication process?
You cannot speed up the process.  Everyone’s in a hurry to get their stuff published so your own situation is repeated with pretty much every submission.
More importantly, what are the odds the manuscript will be accepted as is, with no revisions?  Be ready to quickly make revisions, and be sure to address all concerns of the referees, and this will speed up the process.