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Twi Punctuation and Capitalization Restorer

Interactive demonstration of the Twi punctuation and capitalization model fine-tuned on Akan/Twi speech and parallel texts.

Description excerpted from the original listing, which is linked below.

Open it Listing Source code

Facts

Published: 18 Oct 2026 (yesterday)
Medium: web
Language: English (the page says so itself)
Creator: ghananlpcommunity
First seen: 18 Oct 2026, 10:08 UTC

Built with

Not known. Nothing about this item shows which tool wrote it, and we would rather say so than guess.

Runs on

Gradio: declared by the platform of origin

What we can see

68 hygiene score

Certificate issued by Amazon RSA 2048 M04, 176 days remaining
Cookie attributes no cookies set
Credentials and payment does not ask for either
No strict transport security
Served over HTTPS
Mail authentication neither published
No insecure resources
Redirects none
Security headers 0 of 5 set
Third-party origins 3
Transport security TLS 1.3

Observed 18 Oct 2026 by fetching the page as a browser would. This describes hygiene and transparency, not safety: a missing header does not make a site dangerous, and a complete set does not make it trustworthy.

Made this?

Show it on your own site or README. It links back to this page.

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For a web page

<a href="https://bitsexplorer.com/i/3733058/twi-punctuation-and-capitalization-restorer"><img src="https://bitsexplorer.com/badge/3733058.svg" alt="Featured on BitsExplorer" height="22"></a>

For a README (Markdown)

[![Featured on BitsExplorer](https://bitsexplorer.com/badge/3733058.svg)](https://bitsexplorer.com/i/3733058/twi-punctuation-and-capitalization-restorer)

Changes we have seen

18 Oct 2026 first indexed

Twi Punctuation and Capitalization Restorer

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