3d ago · 9 min read · Whisper Large-v3 benchmarks look exceptional on clean audio. The question nobody publishes is what happens when the audio is not clean. OpenAI's published benchmarks for Whisper Large-v3 show word error rates under 3% on standard test sets. Those nu...
Join discussionApr 19 · 3 min read · Why Paid Korean STT Falls Short in Practice We ran Notta on a monthly subscription for three months. The UX was great. The Korean STT quality was not. Two problems kept repeating: First, technical ter
Join discussionApr 11 · 26 min read · Over the past few months, I have been building a system that I internally call an “anime factory”: it takes a source episode as input and produces a ready-to-publish YouTube Short with dynamic reframi
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Jan 29 · 4 min read · Voice input is becoming table stakes for modern web apps. Users expect to tap a mic button and speak instead of typing — especially on mobile. Here is how I added real-time voice transcription to a React form using OpenAI Whisper. The Architecture Th...
Join discussionNov 24, 2025 · 3 min read · 📝 Quick Summary: noScribe is a free and open-source AI-based software for automated audio transcription, primarily designed for qualitative social research and journalistic use. It leverages Whisper and pyannote for transcription and speaker identif...
Join discussionNov 7, 2025 · 4 min read · 前言 本文檔對比三種使用 Whisper 進行語音轉文字的方式，包含速度、成本與實際使用建議。測試音訊為 56 分 27 秒（約 52 MB）的訪談錄音。 【 總結 】 追求速度與性價比平衡：RunPod RTX 4090 速度最快（75 秒） 成本合理（$0.023/次） 無文件限制 適合：中高頻使用（>50 次/天） 零部署需求：Fireworks V3 Turbo API 呼叫即可使用 成本中等（$0.051/次） 速度中等（100 秒） 適合：低頻使用（<50 次/...
Join discussionNov 5, 2025 · 2 min read · 📖 What Are Speech Models? Speech models are advanced AI systems designed to convert spoken language into written text (speech-to-text) and sometimes even the reverse (text-to-speech).They are the foundation of voice assistants, transcription tools, ...
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Oct 8, 2025 · 5 min read · TL;DR: Built a privacy-first voice-to-text app for Linux that works completely offline. Types directly into any application. Open-source, production-ready, comprehensive test coverage. The Problem I wanted to create a Linux voice typing app that: Wo...
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