Polished Recognition

Voice input for any keyboard — transcribe with your own API endpoints
Repo:F-Droid Main
AppID:com.georgernstgraf.polishedrecognition
Author:Georg Graf
License:MIT
Donation:
InRepoSince:2026-09-09
LastRepoUpdate:2026-10-25
LastAppUpdate:Unknown
LastVersion:1.5.1
Categories:Speech Recognizer
APK source:
icon Polished Recognition is a voice keyboard powered by your own AI. Switch to it, speak, and polished text lands in whatever app you are typing in — transcribed by the speech provider you choose, refined by the language model you choose, with a prompt you write.

Switch to the Polished keyboard and recording starts instantly. Pause and resume mid-sentence, switch to your typing keyboard and back without losing dictation, then tap send: audio goes to your STT provider, the LLM polishes the text — fixing filler words and punctuation, restructuring, or translating to another language — and flawless text is typed into the field. Raw mode skips the LLM entirely and inserts the plain transcription; Polish only refines without translating.

Bring your own provider. 19 presets (OpenAI, GROQ, OpenRouter, Cortecs, Google AI, DeepSeek, xAI, Mistral, local Ollama/LM Studio, …) or any custom OpenAI-compatible endpoint. GROQ's free tier covers a complete STT-plus-polish pipeline at zero cost. The system prompt is fully editable, with variables for source and target language; searchable model pickers with per-provider caching handle hundreds of models.

Gboard will never use this. Gboard's microphone is hardcoded to Google's voice typing and cannot be redirected to any third-party voice input. Use a keyboard that delegates its mic: the AOSP keyboard (LineageOS and derivatives), HeliBoard (F-Droid only), Fossify Keyboard, or OpenBoard.

Privacy-first: No analytics, no tracking, no proprietary SDKs, no account, no central server. All data flows directly between your device and your chosen endpoints — or nowhere at all, if you run Ollama locally.

Permissions:
• RECORD_AUDIO — required to capture microphone input
• INTERNET — required to send audio to your configured STT/LLM endpoints
Download Source Issues ChangeLog
1-ime-recording.png 2-settings.png 3-settings-providers.png
While you can download the APKs here directly, you should preferably use an F-Droid client so the app stays up-to-date on your device.

Packages

Version 1.5.1 (2026-10-25) no RB details available help icon

Android Versions:
  • Target: 16.0
  • MinVer: 11.0

Download (2.3 M)

Version 1.5.0 (2026-10-16) no RB details available help icon

Version 1.4.0 (2026-10-15) no RB details available help icon