Kevin Michalewicz
Kevin Michalewicz
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Signal Processing
STARRED
STARlet REgularized Deconvolution (STARRED) is a Python two-channel deconvolution method powered by Starlet regularization and JAX automatic differentiation. It uses a Point Spread Function (PSF) narrower than the original one as kernel.
Code
Science cases
Website
Paper (Michalewicz et al. 2023)
Paper (Millon et al. 2024)
Everyday life audio stream detector
Model for domestic sounds classification. Third year project of the engineering degree at IMT Atlantique.
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