Bagus Tris Atmaja
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Bagus Tris Atmaja
Bagus Tris Atmaja
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Health Report 2023-2025

less than 1 minute read

Published: January 07, 2025

This post publishes the Amazfit Band 3 health analysis for 2023-2025.

  • Open the full report
  • Analysis script
  • Project notes
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Domain Adversarial Neural Network (DANN), Explained Simply

8 minute read

Published: October 09, 2026

How to stop a model from learning shortcuts like ‘this recording style means fake’. A short visual tour of DANN and the gradient reversal layer.

Goodness of Pronunciation (GOP), Explained Simply

6 minute read

Published: October 08, 2026

How can a computer tell whether you pronounced a sound correctly? A short visual tour of Goodness of Pronunciation (GOP).

Bootstrap Confidence Interval, Explained with Pictures

5 minute read

Published: October 06, 2026

A simple, visual explanation of the bootstrap confidence interval, what it means when it includes or excludes zero, and why pairing matters.

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