Blog
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[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.
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Speech Enhancement using Deep Learning (3/4) - The Denoising Autoencoder
Using latent representations to separate speech from noise
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Speech Enhancement using Deep Learning (2/4) - Further Concepts
Spectral Leakage, Windowing, Short-Time Fourier Transforms and the Inverse DFT
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Speech Enhancement using Deep Learning (1/4) - The DFT
Motivating and understanding the Discrete Fourier Transform.
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Simulating 3-DOF Ship Movements with Python
Implementing a deep-water Abkowitz-type maneuvering model