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May 30, 2026 7 min readFeatures & Workflows

Turning Messy Speech into Clean Notes and Tasks

S
Developer of Wisprr · May 30, 2026
Turning Messy Speech into Clean Notes and Tasks

We've all done it: you have a great idea, but the second you try to type it out, you lose your train of thought. Speaking is faster, but raw audio transcripts are usually a disaster of 'umms', repeated words, and trailing sentences.

Most dictation tools just hand you that messy text and leave you to edit it yourself

I built Wisprr to fix that. Version 1.0.0 adds AI Transforms and a dedicated Notes window to do the heavy lifting for you.

Transforms are basically instructions that tell the AI how to reshape your text

Out of the box, Wisprr has a few defaults. 'Polish' cleans up your phrasing. 'Prompt Engineer' turns rough instructions into a clean ChatGPT prompt. 'Fix Grammar' does exactly what it says, and 'To-do List' pulls action items out of a brain dump.

You can set these to run automatically

If you enable the 'Polish' transform and dictate a messy paragraph, Wisprr instantly runs it through Llama 3.3 70B via Groq. By the time it pastes into your document, it's a perfectly readable paragraph.

For longer sessions, there's the Notes window (Alt+N)

You can dictate straight into it. The best feature here is the Note Version History. Every time you run a transform, Wisprr saves it as a new version. You can flip between your original raw transcript and the cleaned-up version, so you never lose your original phrasing.

You aren't stuck with my default transforms, either

You can build custom ones. Make a 'Bug Report' transform that turns your spoken complaints into a structured Jira ticket, or a 'Client Email' transform that makes you sound professional. They show up right in your overlay menu.

And your notes aren't trapped in Wisprr

You can drag and drop them, or export them as JSON, CSV, or PDF.

By combining fast Whisper transcription with smart LLM cleanup, typing doesn't have to be the bottleneck anymore

W
Wisprr

The privacy-first voice dictation tool and AI transcriber. Fast, accurate, and always on your device.

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