Universe/Audio/Speech/National Library of Sweden / KBLab
Research/nonprofit watchAutomated record

National Library of Sweden / KBLab

Under-followed traction

Visit website ↗
Rising signal70.3
Rising rankLonglist
Profile completeness57%
Last public activityAug 19, 2026
01

PUBLIC TRACTION

Usage, audience and developer pull

2MHF model downloads26.9K per model
266HF followers240 total likes
96GitHub stars16 forks
75Model portfolio5 datasets · 1 Spaces

WHY IT IS ON THE RADAR

Under-followed traction

  • Usage outruns audience
  • High reach per model
  • Multi-modality surface
02

MODEL FOOTPRINT

What it publishes

Audio/SpeechLanguage/TextRetrieval/Embeddings
Most popular HF repositoryKBLab/wav2vec2-large-voxrex-swedish1.9M downloads · 13 likes ↗
Top tasks
automatic-speech-recognition (5), sentence-similarity (1), zero-shot-classification (1), text-classification (1)
Model sizes
<0.5B (40); Unknown (33); 0.5-3B (2)
Base families
Not declared
Libraries
transformers, sentence-transformers, spacy
03

DEVELOPER ACTIVITY

How it ships

Original repositories26
Forked repositories2
Pushed in 90 days4
Archived share4%
Most-starred repositorykb-labb/easytranscriber33 stars · 3 forks ↗
Languages
Python, Jupyter Notebook, R, HTML
Topics
Not detected
Latest release
kb-labb/easyaligner · Jul 4, 2026
04

ACTIVITY TIMELINE

Latest observed moves

  1. GitHub pushRepository activity ↗
  2. GitHub releaseRelease v0.3.3 ↗
  3. HF SpaceSpace published or updated ↗
  4. HF modelModel published or updated ↗
  5. HF datasetDataset published or updated ↗
05

THE NEOLAB STACK

Publicly evidenced tooling

Training
Megatron-LM, Transformers
Compute
Not disclosed
Hardware
Not disclosed
Tracking
Not disclosed
Bottlenecks
Not disclosed

“Not disclosed” means no evidence was found in the sampled public metadata or top model card—not that the lab does not use the tool.

06

COMPARABLE LABS

Nearest modality peers

NineNineSix
Signal 75.1 · 76.2K downloads · 754 stars
HKUST Audio
Signal 38.6 · 18K downloads · Not resolved stars
Kotoba Technologies
Signal 69.7 · 45.2K downloads · 274 stars
Mistral AI_
Signal 56.4 · 11.2M downloads · 24.5K stars
Pipecat
Signal 46.6 · 10.4K downloads · 21.6K stars

INVESTOR DILIGENCE

Test download concentration, retention, and whether usage comes from durable end users.

  • HF member count is only a public-profile proxy
  • Low declared-task coverage

MISSING FROM THIS RECORD

foundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts

Completeness: 8 of 14 tracked field groups. Unknowns are explicit so an analyst can close them.

DATA PROVENANCE

Every claim should be auditable.

Platform counters are a point-in-time public snapshot. Editorial facts are only promoted after source review.

Hugging Face organizationObserved 2026-09-03 ↗GitHub organization APIObserved 2026-09-03 ↗

NEOLAB TRACKER PRO

Know when the thesis changes.

Weekly deltas, funding and team alerts, portfolio watchlists, CSV exports and an analyst-ready API turn a static profile into a sourcing system.

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