How many actors ever appear as a character like Depp does? I think that speaks to how much he truly enjoys the character, which shows in the performance.
I thought the second one had some issues, but loved the third film. I'm delighted there will be another, and hopefully the change in director will be okay.
And I second the need to bring back Barbossa. He's great and does not get enough credit.