[foxhop]

There are open source "computer vision" libraries which work really well, but, also there is a file on your filesystem with all the words, so you could pass over the OCR'd text to fix "typos".

Paper website will likely be cloned if it works.

[gwern]

If you're referring to /usr/share/dict/words, no, you can't just pass over it to fix typos - it doesn't even have the proper noun 'Bel-Air' in it!

[foxhop]

Use you imagination.