
Research/nonprofit watchAutomated record
k2-fsa
Capital-efficient model reach
01
PUBLIC TRACTION
Usage, audience and developer pull
1MHF model downloads41.5K per model
719HF followers3.4K total likes
31.9KGitHub stars4.6K forks
25Model portfolio3 datasets · 17 Spaces
WHY IT IS ON THE RADAR
Capital-efficient model reach
- High reach per model
- Shipping now
- GitHub momentum
02
MODEL FOOTPRINT
What it publishes
Audio/Speech
Most popular HF repositoryk2-fsa/OmniVoice1M downloads · 1.3K likes ↗
- Top tasks
- text-to-speech (4)
- Model sizes
- Unknown (23); 0.5-3B (2)
- Base families
- Qwen
- Libraries
- omnivoice, transformers
03
DEVELOPER ACTIVITY
How it ships
Original repositories31
Forked repositoriesNot verified
Pushed in 90 days9
Archived share3%
Most-starred repositoryk2-fsa/sherpa-onnx14.6K stars · 1.7K forks ↗
- Languages
- Python, C++, C, Go, Perl, Jupyter Notebook, Cuda
- Topics
- python, asr, cpp, speech-recognition, csharp, ark, fst, ctc, end-to-end-asr, pytorch
- Latest release
- k2-fsa/sherpa-onnx · Sep 1, 2026
04
ACTIVITY TIMELINE
Latest observed moves
- HF modelModel published or updated ↗
- GitHub pushRepository activity ↗
- GitHub releaseRelease v1.13.7 ↗
- HF SpaceSpace published or updated ↗
- HF datasetDataset published or updated ↗
05
THE NEOLAB STACK
Publicly evidenced tooling
- Training
- Transformers
- Compute
- Not disclosed
- Hardware
- Not disclosed
- Tracking
- Not disclosed
- Bottlenecks
- Licensing / rights
“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
INVESTOR DILIGENCE
Confirm the team and compute inputs behind reach per model; benchmark quality versus the base family.
- HF member count is only a public-profile proxy
- Low declared-task coverage
MISSING FROM THIS RECORD
websiteheadquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts
Completeness: 6 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.
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.
Neuphonic
Mistral AI_
Resemble AI
Supertone
Whisper Distillation