# amywork777/lipflow

> On-device lip-reading dictation for Mac: hold a key, silently mouth words, and the text appears at your cursor in any app, all processed locally.

- Magnitude: 5.4 out of 10 — Early signal
- Stars: 110 total · +91 stars today, ≈ 135 by evening
- Star trust: star growth looks organic
- Category: Apps · Language: Python · License: MIT · Created: 2026-09-29 · Last push: 2026-10-01
- GitHub: https://github.com/amywork777/lipflow · Page: https://gitnova.dev/en/r/amywork777/lipflow

## Useful for

- Dictate text into any field silently where speaking aloud isn't possible
- Transcribe someone's speech by feeding a video file through lipflow file
- Improve accuracy for your face and wording by rerunning the training flow

## Why it’s here

- 91 stars so far today, about 135 expected by the end of the day.
- The spike has held for 2 days in a row — not a one-off blip.
- The repository is 2 days old and already has 110 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #133.
- About 21 forks a day — people are taking the code.
- Recent forks include notable developers: @hasantayyar (213 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 7
- Issues and pull requests: 0
- Watchers: 1
- Average over the last week: 55 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 22

## Stars per day, last 5 days (oldest → newest, today is partial)

2026-09-27 … 2026-10-01: 0, 0, 0, 30, 91

## Spotted in now

- Top new repositories this week: #133

## Similar by description

1. **kevinbadi/jev-voice** — 0.5 · Steady · AI agents · Python · +1 star today, ≈ 2 by evening
   Voice control for macOS: local whisper.cpp transcribes speech, and a single Jev model call turns it into a typed action plus arguments for system automation.
   Full card: https://gitnova.dev/en/r/kevinbadi/jev-voice.md
2. **OpenWhispr/openwhispr** — 2.6 · Steady · Productivity & self-hosted · JavaScript · +10 stars today, ≈ 22 by evening
   Cross-platform desktop voice-to-text dictation app that transcribes speech locally (Whisper, NVIDIA Parakeet) or in the cloud and pastes text into any app. It also transcribes meetings, manages notes, and connects to AI assistants.
   Full card: https://gitnova.dev/en/r/OpenWhispr/openwhispr.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-01 13:52 UTC, updated every 30 minutes.