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Akkademia: translating Akkadian signs to transcriptions using HMM, MEMM and BiLSTM (code and data repository)
Gai Gutherz, 2023.
What it's used for here
GitHub repository behind gutherz2023akkadian. Python package (pip install akkadian) that transliterates Unicode cuneiform with HMM (89.5 per cent), MEMM (94 per cent) and BiLSTM (96.7 per cent) sign-reading accuracy on the RINAP training corpus; ships RINAP, RIAo, RIBo, SAAo and Suhu in JSON and TEI. README states CC BY-SA 3.0 while the sidebar shows MIT; licence to be confirmed from the licence file. Used as the open code and data behind the Akkadian machine-translation work.
Our copy
Research copy, for editors and curators. The work is the publisher's, so readers are sent to it. We keep this copy so the citation can be checked if the page changes or goes.
github.com · fetched 31 Oct 2026
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Cited by on this site 3 records
DAT
The unread cuneiform: half a million tablets and the limits of Sumerian
MYSThe mystery article
Cite it
Gai Gutherz (2023). Akkademia: translating Akkadian signs to transcriptions using HMM, MEMM and BiLSTM (code and data repository). https://github.com/gaigutherz/Akkademia
@misc{akkademia-github,
author = {Gai Gutherz},
title = {Akkademia: translating Akkadian signs to transcriptions using HMM, MEMM and BiLSTM (code and data repository)},
year = {2023},
url = {https://github.com/gaigutherz/Akkademia}
}TY - GEN TI - Akkademia: translating Akkadian signs to transcriptions using HMM, MEMM and BiLSTM (code and data repository) AU - Gai Gutherz PY - 2023 UR - https://github.com/gaigutherz/Akkademia ER -
. “Akkademia: translating Akkadian signs to transcriptions using HMM, MEMM and BiLSTM (code and data repository).” 2023.