Domain Adversarial Neural Network (DANN), Explained Simply
Published:
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.
Blog
Writing is a way to think, to learn, and to share.
Goodness of Pronunciation (GOP), Explained Simply
Published:
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
Published:
A simple, visual explanation of the bootstrap confidence interval, what it means when it includes or excludes zero, and why pairing matters.
Health Report 2023-2025
Published:
Amazfit Band 3 health data analysis covering activity, sleep, and heart rate from 2023 to 2025.