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Mumble Dictation – local dictation that learns your vocabulary

Mumble Dictation – local dictation that learns your vocabulary

by tarafans7·Jul 23, 2026·2 points·0 comments

AI Analysis

●●●BangerBig BrainSolve My Problem

Local ASR that learns your project names without shipping audio to the cloud.

Strengths
  • Entire pipeline runs on-device including ASR and transcript cleanup with no uploads.
  • Learns hot words from daily typing and screen context to fix domain-specific spelling.
  • One-time payment model avoids the subscription fatigue common in dictation tools.
Weaknesses
  • Mac-only launch excludes Windows and Linux users who need similar privacy guarantees.
  • Local model performance on older Intel Macs remains unproven in the documentation.
Category
Target Audience

Privacy-conscious Mac users needing accurate domain-specific dictation

Similar To

MacWhisper · Dragon NaturallySpeaking · Otter.ai

Post Description

Hey HN! It’s Wen from Narya.ai. We build Mumble Dictation, a local-first and privacy-focused dictation app on Mac.

Homepage and Download: https://heymumble.com/dictation

YouTube:https://youtu.be/Bma59TrR62c?si=DM-LyjZY5GZ9-f64

Two things kept bugging us about the dictation products on the market:

1. Most of them ship your audio to the cloud, and those who is claiming to be private are often just a thin wrapper of cloud APIs with a privacy policy.

2. Those general-purpose ASR models are terrible at your vocabulary: library names, co-workers' names, project codenames, etc.

Mumble Dictation is built around those problems. Its full pipeline including ASR and transcript cleanup is running on your device with local models. Your audio never leaves your machine. Plus, it collects the hot words in your daily usage and gets them spelled correctly.

In particular, the app learns from what you type and what's on your screen, entirely locally, and builds a personal dictionary. At inference time, we boost those terms during decoding, so "Supabase", "PowerSync", or your teammate's name comes out right the first time, instead of some phonetic guess. The dictionary never leaves your machine for sure.

A few other things it does:

- Multilingual (40 languages)

- Custom transcript transform (concise, bullet points, translate, or any prompt you can define yourself)

- Bring your own API key (OpenAI, Anthropic, Ollama, etc.) if you want a different LLM model for transcript cleanup

- Voice shortcuts: say "buy paper towels" and it opens Amazon with the search filled in, or "ask Claude about dictation apps" and it opens Claude with your question already submitted

Pricing is a one-time purchase, no subscription. It's $50 at launch (half the planned price).

Happy to answer questions here.

Similar Projects

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Character-by-character highlighting synced to native speaker audio is a smart, tactile way to connect spelling with pronunciation — that stood out. The TikTok-style swipe feed and cross-device Watch/Mac support make it feel like a modern consumer app, but the market is crowded; I'd like to see stronger signals around content depth or a unique review algorithm to justify switching from established tools.

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