GitNova

GitHub seismograph — discoveries and growing interest

NVIDIA-NeMo/Speech

Language modelsPython#machine-translation#speaker-recognition#asr#tts#generative-ai
Total stars
18,655
Today
+2since 10:49 UTC
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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)

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About the project

NVIDIA framework for training, fine-tuning and deploying speech models: ASR, TTS, speaker diarization and Speech LLMs on PyTorch. Ships pre-trained checkpoints and recipes for researchers and developers.

Useful for
  • Run speech recognition with a pre-trained Parakeet or Canary checkpoint
  • Fine-tune a MagpieTTS model on a custom dataset for a new language
  • Deploy streaming ASR with controllable latency via the NGC container

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

2.0 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 30, 2026, 12:29 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

04080August 2, 2026October 30, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-30 (UTC), 10:49–12:23: 18653 → 18655 stars (+2). This is the change over that interval.
  • Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
  • Elevated gains were measured on the last 2 completed UTC days in a row. Continued growth is not guaranteed.
  • GitHub Trending Python today: #8, +14 stars.
  • Recent forks include notable developers: @nouraellm (665 followers).

Measured growth: the last 7 completed days

New stars over 7 days: 46. +59% versus the preceding 7 days.

Daily measurements · UTC
October 23, 2026
4
October 24, 2026
2
October 25, 2026
6
October 26, 2026
4
October 27, 2026
3
October 28, 2026
14
October 29, 2026
13

Largest measured day in the last 30 days: 14 · October 28, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 30, 2026, 12:29 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
18,655
Today
+2 stars measured 2026-10-30, 10:49–12:23 UTC, ≈ 6 by evening
Forks
3,668
Issues and pull requests
15,647
Watchers
230
Language
Python
License
Apache-2.0
Latest release
v3.0.0 · August 7, 2026
Created
August 5, 2019
Last push
October 30, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 2.0
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