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NVIDIA-NeMo/Speech

Establishedrank #165

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

18.6k+37 · 7d 3.7k 189est. Apache-2.0Pythonpushed 21m ago
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Composite

68

conf 65%

Momentum

44

conf 60%

Vitality (PVI)

78

conf 67%

Community

66

conf 60%

Security & maint.

93

conf 85%

Ecosystem influence

72

conf 60%

Opportunity

55

conf 60%

Breakout · 7d

31%

conf 71%

Executive summary

Speech is currently classified as established with a composite score of 68/100. Momentum (44) and vitality (78) are aligned — growth is backed by sustained maintenance. Estimated 7-day gain of 37 stars against a 18.6k-star base. Risk is assessed as low; the interpretable model puts its probability of entering the top trend cohort within 7 days at 31%.

90-day trajectory

+178 · 30d
2026-08-012026-10-29

Score breakdown

Every input, weight and normalized value — nothing hidden. Inputs marked est. are estimated until the full ingestion pipeline lands.

Momentum

Star velocityest.25%44
Star accelerationest.15%45
Fork velocityest.10%32
Contributor growthest.10%61
Issue activity growthest.10%71
PR activity growthest.10%45
External mention velocityest.10%2
Release event impactest.5%65
Trending-rank persistenceest.5%47

Model tn-interpretable-1.0.0 · confidence 60% · coverage 100%

Project Vitality Index

Commit consistency20%100
Release cadenceest.15%83
PR responsivenessest.15%74
Issue responsivenessest.15%46
Contributor diversityest.10%84
Maintainer continuityest.10%79
Documentation qualityest.5%81
Dependency freshnessest.5%68
Security hygieneest.5%85

Model tn-interpretable-1.0.0 · confidence 67% · coverage 100%

Security & maintenance

Release recency25%100
License clarity20%92
Maintenance status25%100
Dependency stalenessest.15%81
Bus factorest.15%83

Model tn-interpretable-1.0.0 · confidence 85% · coverage 100%

Ecosystem influence

Dependent repositoriesest.30%87
Quality-weighted dependentsest.20%59
Documentation citationsest.15%73
Contributor overlapest.15%60
Registry adoptionest.10%43
Topic centralityest.10%100

Model tn-interpretable-1.0.0 · confidence 60% · coverage 92% · missing: packageRegistryAdoption