WhisperX: Free, Local Transcription for Audio That Can't Leave the House

Not every recording I transcribe is a Bible teaching or a home video. Some of it is confidential — calls from a counseling hotline, where people are talking about the hardest thing in their life. That kind of audio can’t go anywhere near a paid cloud API. Not because of cost. Because it isn’t mine to send anywhere. That ruled out Whisper’s API and ElevenLabs — the two services I’d already used and paid for — for this particular kind of file. I needed something that would run entirely on my own PC, touch nothing outside it, and cost nothing per file. My PC has no GPU. Whatever I built had to live with that too. ...

July 19, 2026 · 6 min · VibePapa
A transcript split into labeled speakers — speaker_0 and speaker_1 — with timestamps

Whisper vs ElevenLabs: When a Recording Has More Than One Voice

My wife listens to a Bible teacher every morning. After I built her an app to make that easier (the first post in this series), she asked for one more thing. It turned out to be the hardest part of the project. Could we also read his teachings, she said, not just hear them? Reading helps her study. She wanted the words on a screen. “Sure,” I thought. “I’ll just turn the audio into text.” How hard could it be? In 2026, turning speech into text is mostly a solved problem. ...

June 17, 2026 · 6 min · VibePapa