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Bot Architecture with Whisper.cpp and aiogram 3.x

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.

Whisper Speech Recognition in C# for Meetings

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.

Voice Input Claude Russian Offline

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.

Voice Input for Developers 2026: Comparison of Solutions

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.

Microsoft MAI models: WER 3.8% and plans until 2027

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.

From other projects

FDA approved the first gene therapy for hereditary deafness

https://ymaho.com/fda-approved-the-first-gene-therapy-for-hereditary-deafness

Regeneron's Otarmeni restores hearing to normal in 42% of patients. The therapy treats OTOF gene mutations with a single injection. Learn how AAV vector technology has for the first time restored the ability to hear a whisper.

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