Definitely hand drawn. But you could start by doing a search for handwriting or script or brush at myfonts.com

Kirsten, how many words are you creating? If its only one I suggest an ink well and a Japanese brush on a nice water color paper.

It reminds me a lot of Gismo from G-Type (as seen in the recent Veer catalog).

Maybe Lassigue D'Mato?