Fast Rekap: iOS meeting recorder that transcribes conversations and turns them into structured summaries, presentation slides, and mind maps with chat-with-transcript Q&A. noScribe: Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Fast Rekap when recording meetings and turning them into shareable slide decks matters most, and noScribe when journalists generating diarized transcripts of recorded conversations matters most. Run both through a week of actual calls to see which suits your workflow.
iOS meeting recorder that transcribes conversations and turns them into structured summaries, presentation slides, and mind maps with chat-with-transcript Q&A.
Free, open-source desktop transcriber that runs Whisper and pyannote fully locally with speaker identification and a synchronized editor.
Fast Rekap (also branded FastRekap AI) is an iOS application that records meetings, lectures, and voice memos, transcribes them into text, and instantly generates structured outputs. Beyond a standard transcript, the app produces concise AI summaries that highlight key decisions and action items, and it can automatically convert the captured content into presentation slide decks and visual mind maps, which sets it apart from notetakers that produce only text notes. A smart Q&A feature lets users chat with a transcript and receive context-aware answers based on the meeting content. Notes are saved, searchable, and shareable, with PDF export and automatic email delivery of summaries and full transcripts after each recording. The app supports a wide range of languages (the listing cites support across many languages including Spanish, French, German, Chinese, Japanese, Korean, Arabic, Russian, and Vietnamese). Fast Rekap was first released in September 2025 and is actively updated, available on the Apple App Store for iPhone. It targets professionals, students, and anyone who needs to turn spoken sessions into organized, presentable documentation quickly. Pricing varies by plan. Check the official website for current pricing.
Best suited for
noScribe is a free, open-source desktop transcription tool that runs entirely on the user's own computer to protect the confidentiality of recordings. Licensed under GPL-3.0 and actively maintained, with a v0.7.2 maintenance release in June 2026, it is built around OpenAI's Whisper (via the faster-whisper library) for speech recognition and pyannote for speaker diarization, so it can distinguish between different speakers and label who said what. It understands around 60 languages and supports automatic or manually specified speaker counts. noScribe is primarily designed for producing high-quality transcripts of interviews for qualitative social research and journalistic work, and it ships with a dedicated companion editor, noScribeEdit, that synchronizes audio playback with the transcript text and provides search and replace, formatting, zoom, and playback-speed controls. It supports Windows (with optional CUDA acceleration on Nvidia GPUs), macOS on Apple Silicon, and Linux in both CPU and CUDA versions. Additional capabilities include batch transcription, pause detection and marking, an experimental overlapping-speech detection mode, and export to multiple formats such as HTML, VTT, and TXT, plus an available command-line interface for scripted use. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Fast Rekap is a free tier with paid upgrades (freemium); noScribe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Fast Rekap | noScribe |
|---|---|---|
| Core capability | One-tap recording and accurate speech-to-text transcription | Fully local transcription using Whisper via faster-whisper |
| Standout feature | AI summaries highlighting decisions and action items | Speaker diarization with pyannote (automatic or manual speaker counts) |
| Team usage | Automatic generation of presentation slide decks | Support for around 60 languages |
| Integrations | Mind-map generation from transcripts | Synchronized companion editor (noScribeEdit) with playback follow-along |
| Languages & capture | Chat-with-transcript Q&A | Batch transcription, pause detection, and experimental overlapping-speech detection |
| Best-fit workflow | PDF export and automatic email delivery of summaries and transcripts | Exports to HTML, VTT, and TXT plus a command-line interface |
Fast Rekap
Choose Fast Rekap if you need recording meetings and turning them into shareable slide decks — strengths include goes beyond notes to produce slides and mind maps.
noScribe
Choose noScribe if you need researchers transcribing qualitative interviews while keeping data on their own machine — strengths include runs 100% locally to keep sensitive recordings confidential.
Fast Rekap
noScribe
It depends on your workflow. Fast Rekap is strong for recording meetings and turning them into shareable slide decks, while noScribe is strong for researchers transcribing qualitative interviews while keeping data on their own machine. Both transcribe and summarize meetings.
Fast Rekap is a free tier with paid upgrades and noScribe is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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