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Fix dead link to beam search decoding article in README - #1464

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Sainath-Reddy7:fix/readme-dead-link
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Sainath-Reddy7 wants to merge 1 commit into
JaidedAI:masterfrom
Sainath-Reddy7:fix/readme-dead-link

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Fixes the one genuinely dead link found in README.md (line 136): the Towards Data Science article Beam Search Decoding in CTC-trained Neural Networks now returns 404. Replaced it with the author's (Harald Scheidl, @githubharald) repost of the same article on Medium (same title, same slug) — verified live.

Audit (context from #1454)

I audited every external URL in README.md (50 unique URLs) and the other markdown files (39 unique URLs across custom_model.md, releasenotes.md, trainer/, easyocr/DBNet/, unit_test/):

  • All jaided.ai links (product, documentation, model hub, tutorial, contact) resolve and serve real content — the site rebranded to jDai Lab but every page is live. The original report may have hit a transient outage or a network-level block.
  • The only verified-dead link repo-wide was the TDS article fixed here.
  • iquartic.com (trainer/craft README) returns 403 to automated clients but is WAF bot-blocking, not a dead page — left untouched.

Related to #1454.

The Towards Data Science article now returns 404. Replaced with the
author's (Harald Scheidl) Medium repost of the same article.
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