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In this project

Active Liveness Detection against deepfake

https://sudonull.com/active-liveness-detection-against-deepfake

Learn how active liveness detection with video identification protects against selfie and document fakes. Metrics AUC ROC 0.9966, accuracy 0.9808. Integration for developers.

ACE-Step 1.5: music neural network outperforms Suno locally

https://sudonull.com/ace-step-1-5-music-neural-network-outperforms-suno-locally

Open-source model ACE-Step 1.5 XL generates music locally, outperforms Suno in SongEval. LM+DiT architecture, from 4 GB VRAM. Installation, benchmarks, limitations. Test it yourself for IT projects.

NPU on MCU for speech: STM32N6 and acoustics

https://sudonull.com/npu-on-mcu-for-speech-stm32n6-and-acoustics

Acoustic speech recognition model on STM32N6 with NPU: PER 5.3%, 0.2 W, real time. Comparison, metrics, application for developers. Study the implementation.

Accessible DatePicker React WCAG 2.2

https://sudonull.com/accessible-datepicker-react-wcag-2-2

Create WCAG 2.2 AA DatePicker on React: AI code fixes, focus trap, aria-live assertive. For middle/senior dev. Tested on NVDA/VoiceOver. Full guide.

ACL in Active Directory: ACE types and control rights

https://sudonull.com/acl-in-active-directory-ace-types-and-control-rights

Breakdown of 22 ACE types, ACCESS_MASK, extended rights and validated writes in AD. For middle/senior developers: inheritance, flags, bypassing checks. Study the security mechanics.

From other projects

Lewandowski to AC Milan? Free Transfer Deal in Works

https://lrivo.com/lewandowski-to-ac-milan-free-transfer-deal-in-works

AC Milan target Robert Lewandowski on a free transfer to fix their attack. Find out how the deal could happen and what it means for Serie A.

Sexual Health and Sleep: Key Topics of ACOG 2026

https://ymaho.com/sexual-health-and-sleep-key-topics-of-acog-2026

75% of menopausal women suffer from sleep disorders. ACOG 2026 called for integrating sleep screening into gynecology. Learn about market redistribution and new drugs.

Active vs Passive Recovery: Which Is Better for You?

https://lrivo.com/active-vs-passive-recovery-which-is-better-for-you

What is the difference between active and passive recovery? Learn when to use each strategy, their benefits, and how to optimize your rest days for better performance and muscle repair.

How to Prevent ACL Injuries in Sports: Expert Guide

https://lrivo.com/how-to-prevent-acl-injuries-in-sports-expert-guide

Learn how to prevent ACL injuries in sports with evidence-based neuromuscular training. Discover exercises, risk factors, and proven strategies to protect your knees.

Soldiers Accused of Assault Return to Duty

https://ymaho.com/soldiers-accused-of-assault-return-to-duty

Five soldiers accused of detainee assault return to service after charges dropped. Explore the legal and accountability implications.

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