No it’s not, as long as you move your character and don’t stay locked in the animation.
If you run out of stamina while swinging your weapon and you just stay there - you are still locked in your combo window, but if you move or jump or do anything… your stamina instantly starts regenerating.
Here’s a lovely demonstration by SirDaveWolf 
