Rogers made the announcement Tuesday as it unveiled its fall schedule.
Gemini Award winner Hughson will be the lead commentator when the puck drops Oct. 8.
Randorf has been the full-time regional voice of the Montreal Canadiens for the last four seasons
Romanuk is also a former voice of the Habs and has called several world junior championships.
Cole is known to fans for his longtime presence on "Hockey Night in Canada." In November, Rogers secured a blockbuster $5.2 billion deal for NHL rights.