Parakeet

Four real architectural bets sit underneath thousands of Hugging Face ASR repos. Here's how to tell the bets from the repackagings.

Two hours of one man's voice beat models trained on 120,000 hours — but only for code-switched Hebrew.

A dictation app, two text-replacement rules, and the mathematical line between what regex can match and what it provably cannot.

Three different jobs hide in one "clean up my prompt" pipeline — and only one of them should ever go to a generative model.

One in three new GitHub developers now comes from a country outside 2020's top ten. What that shift means for open source.

Why phone dictation runs out of room, and how bounded attention windows buy you punctuation without blowing your memory budget.

Why does your phone have no VRAM number? A tour of Android's runtime layer and what it takes to run ASR locally.

Move over Whisper. NVIDIA's new models offer 10x speed increases and better accuracy for real-time speech-to-text.