Cleveland Browns starting quarterback Deshaun Watson, preparing for the regular-season opener Sunday against the Jacksonville Jaguars, entered a plea of not guilty on Wednesday in a Cleveland Municipal Court due to a speeding citation in late August, WKYC Channel 3 reported.