Whisper Keeps Correcting Nigerian Speech. Here's How I Measured It
What I Benchmarked I've been fine-tuning Whisper on Nigerian speech for a while, and I built this benchmark to measure my model against the standard…
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Whisper.cpp Vulkan on Arch: A Detective Story With No Crime
A six-week journey through source builds, CI pipelines, and one package pacman never mentioned. TL;DR: pacman -S whisper-cpp ggml-vulkan . That's it…
From Zzz's to Data: Building an AI-Powered Sleep Apnea Monitor with Whisper-v3
Sleep is the ultimate black box. We spend a third of our lives doing it, yet we have almost zero data on what happens during those eight hours—unles…
Streaming ASR vs Whisper on mobile: when to switch
The problem: Whisper feels laggy for live apps Voice-first apps became mainstream in 2024-2026. Voice agents, real-time captions, live meeting trans…
Snoring Secrets: Fine-Tuning Whisper-v3 to Identify Sleep Apnea Events Like a Pro
Have you ever wondered if that loud snoring is just a nuisance or a genuine health red flag? Sleep Apnea detection is traditionally done in uncomfor…
Я печатаю медленнее, чем думаю: локальная диктовка на Whisper для Windows, телефона и Telegram
Я диктую постоянно: сообщения, заметки, постановку задач — говорить в разы быстрее, чем печатать, а мысль не успевает остыть. Проблема в том, что уд…
56 минут созвона → текст за 5 минут на M4 без OBS и облака
У меня от трёх до пяти созвонов в день, почти все в браузере: Meet, Яндекс Телемост, ktalk, реже всего Zoom. Детали встреч мне нужны в тексте, иначе…
Stop Sending Your Snores to the Cloud: Build a Privacy-First Sleep Guardian with Whisper-tiny and TCN on Raspberry Pi
Let’s be honest: no one wants their private nighttime "soundtrack" (a.k.a. snoring or heavy breathing) being uploaded to a corporate server for "ana…
How to Run Voice-to-Text Locally on Your Desktop (Whisper, Offline Dictation)
OpenAI trained Whisper on 680,000 hours of audio, and the small models that came out of it run on a laptop CPU in real time. That power sits idle wh…
Что под капотом у ИИ-агента для отдела продаж: архитектура, код и грабли
«ИИ-агент для продаж» на демо выглядит как одна кнопка: подключил, и он сам слушает звонок и ставит задачу в CRM. В проде между этими двумя точками…