Talbot was busiest in the second period, when he stopped all 10 Canadiens attempts.
Ryan Callahan scored the game's only goal during a second-period power-play as New York snapped an eight-game losing streak in Montreal.
Carey Price made 33 saves as the Habs fell for the sixth time in eight games.
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