Installer stuck at Apple logo, with mouse in the upper left

When I boot the installer, it finishes, but the Apple logo is still on the screen with the loading bar. The mouse is in the upper left, and I can move it around. However, I don't get to the language selection screen. Any help would be appreciated.

 

EDIT: I'm using MacOS Sierra

submitted by /u/moomanjohnny
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