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Coin Recognition on Arduino: Optics and Power

https://sudonull.com/coin-recognition-on-arduino-optics-and-power

Detailed Breakdown of DIY Piggy Bank on Arduino with Optical Sensor, Custom PCB, Li-ion Protection, and DC-DC Noise Suppression. Schematics, Power Consumption Optimization, Board Fabrication. Study for Your Projects — Read the Guide.

C# speech recognition VK Cloud with hooks

https://sudonull.com/c-speech-recognition-vk-cloud-with-hooks

Implementation of a voice typer in C# with NAudio, low-level hooks and VK Cloud API. Full code, error handling, STA for Clipboard. For middle/senior dev — assemble and test.

Speech Recognition: 80% Accuracy Limit

https://sudonull.com/speech-recognition-80-accuracy-limit

Learn why speech recognition systems haven't exceeded 80% accuracy for 25 years. Semantics, grammar, and context as barriers. For developers: analysis of problems and solutions. Read the details.

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.

From other projects

5 conditions of Iran for negotiations with the US in 2026

https://ymaho.com/5-conditions-of-iran-for-negotiations-with-the-us-in-2026

Iran issued a tough 5-point ultimatum to the US, including recognition of sovereignty over the Strait of Hormuz. Find out why this is a demand for capitulation and how it will affect oil. Read the analysis.

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