Search Articles — Sudonull

https://sudonull.com/bot-architecture-with-whisper-cpp-and-aiogram-3-x

Breakdown of asynchronous integration of Whisper.cpp into Telegram bot for Spanish pronunciation assessment. FSM, word-by-word scoring, code examples. For middle/senior dev.

https://sudonull.com/whisper-speech-recognition-in-c-for-meetings

Implement RT STT and audio translation from Teams: Whisper Small, Azure/OpenAI. VAD settings, statistics. For C# developers — code, benchmarks, integration. Study it.

https://sudonull.com/voice-input-claude-russian-offline

Set up local Whisper for dictation in Claude.ai: Flask server, rumps Menu Bar, Chrome MV3. Offline, free, no limits. Instructions for Mac with code.

https://sudonull.com/voice-input-for-developers-2026-comparison-of-solutions

Testing Whisper Large, Handy and GigaAM v3 for Russian-English dictation in LLM. Selection criteria, benchmarks, setup for technical tasks. Learn how to speed up workflow.

https://sudonull.com/microsoft-mai-models-wer-3-8-and-plans-until-2027

Analysis of new Microsoft models: MAI-Transcribe-1 outperforms Whisper and Gemini in transcription accuracy. Plans for frontier AI by 2027. For developers — benchmarks, comparisons, and infrastructure. Explore the details.

https://lrivo.com/who-is-the-greatest-all-round-athlete-decathlon-debate

Who is the greatest all round athlete of all time? Compare decathletes vs specialists in basketball, CrossFit, and tennis. Get the definitive framework for athletic greatness.

https://ymaho.com/lawsuit-against-circle-who-is-responsible-for-the-stolen-usdc

Over 100 investors have filed a lawsuit against Circle over $230 million stolen through USDC. Find out why this changes the rules of the game for all stablecoin users.

https://lrivo.com/pl-team-of-season-arsenal-man-city-lead-whoscored-xi

See who made WhoScored's Premier League XI of the season—and why stats favor action over elegance. Discover the surprises inside.

https://ymaho.com/new-buyer-of-gazprom-s-assets-in-serbia-who-is-senator

Unexpected bidder for Gazprom's stake in Serbian NIS — Senator company — offered $2.35 billion. Find out who is behind the deal and how it will affect the market.

https://lrivo.com/greatest-football-players-of-all-time-the-definitive-goat-ranking

Who is the greatest football player of all time? We rank the GOATs: Messi, Ronaldo, Pelé, Maradona. Stats, trophies, and legacy compared. Find out now.

https://ymaho.com/merger-rumors-in-the-london-banking-sector-m-a-market-2026

Analysis of the British bank consolidation wave: who is merging, deal triggers, benefits and risks. Get insights on London mergers until 2026.

https://lrivo.com/premier-league-worst-players-2025-26-based-on-stats

See the lowest-rated player at every Premier League club this season using WhoScored data. Analysis and key takeaways included.

https://ymaho.com/business-lost-25-billion-due-to-the-war-in-the-middle-east

Reuters: corporations lose $25 billion due to supply chain disruptions. Find out who suffered the most and who is making money from the crisis. Read the analysis.

https://ymaho.com/meditation-in-tsaritsyno-2026-business-analysis-of-the-festival

How a free meditation festival in Tsaritsyno became a multi-million dollar business machine. Find out who is making money from the wellness boom and what the media are hiding. Read the analysis.

https://ymaho.com/criminal-liability-for-cryptocurrency-in-russia-what-will-change

Russia wants to introduce up to 7 years in prison for illegal cryptocurrency exchange. Find out who is at risk and how to avoid it.

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