Welcome to Glyph Machina!

What is Glyph Machina?

Glyph Machina is a model that combines convolutional neural networks (CNN) and long short-term memory networks (LSTM) to transcribe medieval Latin legal manuscripts for research and pedagogy. It takes insular legal manuscripts from 1150-1500, written in abbreviated Latin documentary hand, and produces readable Latin text. It does not currently work well on other languages. This means that it does not produce a diplomatic transcription; rather, it silently expands the abbreviations in the style of most Selden Society and Ames Foundation transcriptions of these rolls.