Voice Polisher
A voice-to-text refinement tool that preserves the speaker’s intent while elevating clarity and grammar.
The Problem
Voice-to-text transcription is fast but messy. The output reads like someone talking, not writing. Existing grammar tools strip personality and flatten voice into generic corporate prose.
Creatives and professionals need transcription that sounds like them, just cleaner.
The Approach
Built a two-pass refinement pipeline: the first pass corrects grammar and structure while preserving voice markers (rhythm, word choice, emphasis). The second pass applies a user-configurable “formality dial” that adjusts tone without losing authenticity.
Streaming output lets users watch the refinement happen in real time.
Key Screens
What I Learned
The biggest insight was that ‘polishing’ isn’t about making text perfect—it’s about making it sound like the person intended. Personality is a feature, not a bug.