How I Used Claude to Build a Transcription Bot that Learns From Its Mistakes

MacStories
By John VoorheesJan 12, 2026, 3:26 pm185 pts
Step 1: Transcribe with parakeet-mlx. When I started transcribing AppStories and MacStories Unwind three years ago, I had wanted to do so for years, but the tools at the time were either too inaccurate or too expensive. That turned a corner with OpenAI’s Whisper, an open-source speech-to-text model that blew…

Read Article Share
Share Article
- email
- x.com
- facebook
- pocket
- reddit
- tumblr
- linkedin
- pinterest

Trending Today on MacHash

Apple Weather is probably wrong about how much snow you’re going to get 282

Why is the Apple Weather App on the iPhone Predicting So Much Snow? 272

Judge denies Musk’s bid to force OpenAI to hand over source code in Apple AI lawsuit 220

Apple accuses EU Commission of ‘political delay tactics’ amid App Store policy disputes 216

Apple Accuses European Commission of 'Political Delay Tactics' Over App Store Changes 213

Pluribus season finale helped it reach a record high in key Nielsen viewership chart 205

Apple announces limited-time Lunar New Year offers in China 204

As Europe looks into Setapp Mobile shutdown, Apple goes on the offensive 202

About MacHash

MacHash is your real-time Apple news aggregator, delivering the latest headlines on Apple, Mac, iPhone, iPad, and iOS from top sources across the web.

As a powerful content discovery platform, MacHash continuously curates breaking news, product announcements, software updates, reviews, and industry insights related to Apple Inc. and its ecosystem.

MacHash helps you stay informed on everything from macOS and iOS developments to Apple Watch, AirPods, and the latest in tech and app innovation.

Access MacHash from your desktop or mobile device to explore, follow, and share the most trusted Apple news all in one place.