Deep learning

Neural networks for underwater acoustics: SKANN, synthetic data and evaluation that is hard to flatter.

12,000 clips from first-principle acoustic models, verified in physical units; on Hugging Face with a DOI.

Every note describes methods at an unclassified, headline level. Notes marked ↗ are hosted on suniltyagi.in, the founder's scholarly site.