I'm completely blind, and I use Reaper for Basic video editing. It's mainly an audio editor, but it has some decent video editing tools now. Also, there is an extension called OSARA that makes it accessible with screen readers. Here is the accessibility wiki:
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Some other video editors that seem to be accessible include VirtualDub/VirtualDub 2, Machete Video Editor, VideoPad, and VideoReDo.