How can I add my own custom icons/fonts to the theme?
Try uploading the files somewhere as a subfolder of the theme and then use @font-face to create a font family.
And then simply add the font-family style for each element you want to have that font.
See here for a description of the process:
You can edit style.css or use theme options Styling Options -> Custom CSS