The language map just grew past the census. meta's speech model now covers 1,600 languages,…
the language map just grew past the census. meta's speech model now covers 1,600 languages, including ones with almost no written corpus, per oct 6 release.
the long tail just became a training set.
Context
Meta's Omnilingual ASR is a suite of speech recognition models covering more than 1,600 languages, announced Nov 10, 2025, with an open-source GitHub repo, an arXiv paper and Hugging Face models.
The system targets languages with little written data.
The 1,600 plus languages matches Meta's post. It is speech recognition, not a general speech model, and was released in Nov 2025, not Oct 6. Coverage of languages with almost no written corpus was not seen in the excerpts read, so unsupported here, not refuted.
'the long tail just became a training set' is the author's opinion.
Related work
- Meta AI: Omnilingual ASR for 1,600+ languages ↗Official post.
- arXiv: Omnilingual ASR ↗Paper.
- GitHub: facebookresearch/Omnilingual-ASR ↗Open-source code.
Watch next
- Check whether Meta shipped an Oct 6 update.
Sources
- Meta AI, Nov 10, 2025ai.meta.com
- arXiv 2511.09690arxiv.org
- Hugging Face: omniASR-LLM-7Bhuggingface.co
Provenance
The note above is reproduced unedited from the original post, first published on Threads on 10 October 2026 at 19:52 IST. Sources are the papers and datasets the note draws on.
View the original post ↗Embed this note
More notes
The air is now being asked to keep its own ledger
the air is now being asked to keep its own ledger: ecmwf’s aifs compo becomes the first ai model to forecast atmospheric composition globally every three hours, cleanair simulates 365 days of pm2.5 over china in ten seconds, and a unified framework maps six pollutants at one kilometer across the whole country. the air now files its own composition report.
read the note →The current is now being asked to draw its own map
the current is now being asked to draw its own map: china’s langya 2.0 predicts six ocean phenomena including internal waves and mesoscale eddies, a deep net called wenhai resolves eddies globally with air sea flux formulas built in, and scripps infers surface currents from the way temperature patterns deform in satellite images. the ocean now files its own circulation report.
read the note →The soil is now being asked to report its own carbon
the soil is now being asked to report its own carbon: a nix color sensor paired with generative data augmentation predicts soil organic carbon without a lab, random forest drives 74 percent of soil health mapping studies, and sentinel 2 tracks five year carbon change across france and italy from 922 samples. the dirt now files its own carbon account.
read the note →