[Normati]

"The text files were created by manually keying the full text of each work, based on millions of digital facsimile page images"

!!! This is not silicon valley. I wonder how they ensure accuracy.

Link to the books http://ota.ox.ac.uk/tcp/

[rmc]

Hundreds of gradstudents.

[th0br0]

Well, maybe they used Amazon Mechanical Turk ;)

[jbaiter]

I know from a similar German project (http://www.deutschestextarchiv.de) and they have two independent non-German speakers transcribe the digital facsimiles to ensure that the transcriptions are as accurate as possible.

[arocks]

I highly doubt that. One of the text [1] starts with the line:

> TO THE RIGHT VVOR­SHIPFVLL MAISTER RO­bert Clarke,

The mistakes look like typical OCR errors.

[1]: http://tei.it.ox.ac.uk/tcp/Texts-HTML/free/A01/A01716.html

[philers]

In fact, those mistakes look more like accurate transcriptions of Early Modern manuscripts - with their looser spelling rules and often idiosyncratic use of letters.

It's kind of interesting that they look like the same errors as those generated by OCR.

The difficulty of deciphering the text makes this huge task even more impressive!

[coroxout]

It's precisely those idiosyncrasies of early modern orthography which make it difficult to use an off-the-shelf OCR package, which is presumably why these are hand-transcribed instead.

Perhaps there is a specialist antiquarian OCR package which can deal with long s, interchangeable u and v, non-standardised spelling, etc, but I have yet to come across one.

[acdha]

Have you looked at The Early Modern OCR project? My understanding is that they're working on exactly that as well as simply better tools for reviewing & retraining on a large scale:

http://emop.tamu.edu/

[coroxout]

No, I hadn't, and am grateful for the link - thank you!