Ross ROSS = Recommend OSS · open-source software intelligence for agents

matthartman/ghost-pepper

100% private on-device voice models for speech-to-text and meeting transcription on macOS observed · 2026-08-28

github.com/matthartman/ghost-pepper · Swift observed · 2026-08-28

Health v2 · maintenance only

78/100

  • Activity 94
  • Release rhythm 95
  • Longevity 11

Flags: young no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 1.0
  • age_days: 166
  • days_rel: 37
  • days_push: 37
  • n_releases_24m: 21

Full methodology

Adoption not part of the score

3140 stars · 187 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A free, open-source macOS menu bar app providing fully on-device speech-to-text dictation and meeting transcription using local Whisper, Parakeet, and Qwen ASR models. It includes a local LLM cleanup step that removes filler words and saves meeting transcripts and AI summaries as markdown, with no data leaving the machine.

Use cases

  • transcribe voice to text locally on mac without cloud
  • private meeting transcription with summaries
  • hold a hotkey to dictate into any app
  • offline dictation for apple silicon mac
  • convert meeting recordings to markdown notes
  • speech to text in 50+ languages on device

When to choose

  • you need private, on-device dictation with no cloud APIs
  • you want meeting transcripts and AI summaries stored locally as markdown
  • you're on an Apple Silicon Mac running macOS 14+
  • you want multilingual speech recognition without sending audio anywhere

When to avoid

  • you need Windows or Linux support
  • you're on an Intel Mac or macOS 13 or older
  • you need cloud-scale batch transcription of large audio archives
  • you need speaker diarization or team collaboration features

Facets

application · maturity active

speech-recognition nlp llm-inference audio-processing speech-processing privacy developer-tools apple-ecosystem dictation meeting-transcription on-device-ai whisper menu-bar-app apple-silicon local-llm macos desktop swift

1 source

Member repositories

RepositoryRoleHealth v2
matthartman/ghost-peppermain78

For agents

markdown · JSON · MCP: product_card(name="matthartman/ghost-pepper")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem