Former Canadian Prime Minister Justin Trudeau and Katy Perry had dinner together in Montreal this week. A communications consultant for the restaurant Le Violon confirmed Tuesday that the former prime minister and the singer spent about two hours at the fine-dining spot Monday evening.

Former Canadian Prime Minister Justin Trudeau was spotted dining with pop star Katy Perry in Montreal on Monday evening, prompting speculation about a budding romance. The two high-profile figures spent roughly two hours at the fine-dining restaurant,

Katy Perry and Justin Trudeau had a "fantastic evening" at Montreal restaurant Le Violon on Monday, July 28, a rep for the establishment tells PEOPLE.