GitNova

GitHub seismograph — discoveries and growing interest

canberk7/ema-lightning

Generative mediaPython
Total stars
62
Today · UTC
+3since 05:10 UTC
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Tiny, fast and accurate Turkish text-to-speech. 8.6M parameters, 0.92% WER on Freya-TR-Eval, first audio in ~4 ms and 1,300× real time on one GPU. Streams audio, batches many callers on one GPU, and runs offline on a GPU or CPU.

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About the project

Tiny Turkish text-to-speech model with 8.6M parameters that runs offline on GPU or CPU: 0.92% WER, first audio in ~4 ms, streaming output and batching many callers on one GPU.

Useful for
  • Generate a Turkish WAV voiceover with say() for a podcast or video
  • Stream speech in real time to a speaker or phone line via stream()
  • Run a FastAPI WebSocket server serving many voice connections from one model

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

4.6 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 7, 2026, 06:04 UTC.

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

Stars per day

04080October 4, 2026October 7, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-07 (UTC), 05:10–05:53: 59 → 62 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +41 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 62 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #185.
  • About 17 forks a day — people are taking the code.

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
62
Today
+3 stars measured 2026-10-07, 05:10–05:53 UTC, ≈ 41 by evening
Forks
12
Issues and pull requests
2
Watchers
3
Language
Python
License
Apache-2.0
Latest release
v1.0.1 · October 6, 2026
Created
October 5, 2026
Last push
October 6, 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
README badge

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GitNova: 4.6
[![GitNova](https://gitnova.dev/badge/canberk7/ema-lightning.svg?lang=en)](https://gitnova.dev/en/r/canberk7/ema-lightning)