AI-assisted scripts, short-form video, podcast preparation, voice cleanup, editing, captions, and repurposing long-form material. Emphasis on preserving the creator’s actual voice.
Lena Voss documents a full test that turned a 20-minute conversation into a week of content using AI transcription and extraction tools. The post records real time savings alongside the voice-fidelity work required to keep the final pieces usable.
I ran a complete podcast episode transcript through an AI editing workflow and found that while the tool successfully removed filler words and produced a readable first draft faster than manual editing, it introduced homophone swaps, lost emphasis markers, over-smoothed phrasing, and required a complete listen-through with side-by-side audio comparison before the transcript was usable for publication.
Lena Voss tests an AI-assisted short-form video workflow and documents the efficiency gains alongside the voice-preservation work still required. The post provides practical checkpoints and time notes for creators who want speed without losing their actual sound.
