Notes & write-ups
Long-form posts on signal processing, reinforcement learning, ML deployment, and the occasional detour.
07
Posts
- Visualizing Global Cyber Incidents Interactively exploring the EuRepoC global cyber incidents database.
- Rendering Fractals with WebGPU Exploring GPU-rendered graphics in the browser.
- [Interlude] Deploying ML models as a Model-as-a-Service (MaaS) From trained weights to actual production: a step-by-step guide using the example of a speech enhancement model.
- Speech Enhancement using Deep Learning (3/4) - The Denoising Autoencoder Using latent representations to separate speech from noise
- Speech Enhancement using Deep Learning (2/4) - Further Concepts Spectral Leakage, Windowing, Short-Time Fourier Transforms and the Inverse DFT
- Speech Enhancement using Deep Learning (1/4) - The DFT Motivating and understanding the Discrete Fourier Transform.
- Simulating 3-DOF Ship Movements with Python Implementing a deep-water Abkowitz-type maneuvering model