2 papers
cs.LG2026
B-cos GNNs: Faithful Explanations through Dynamic Linearity
Joschka Groß, Mohammad Shaique Solanki, Verena Wolf
We introduce B-cos GNNs, an inherently explainable class of graph neural networks whose predictions decompose exactly into per-node, per-feature contributions via a single input-de…
eess.AS2022
Vocal Breath Sound Based Gender Classification
Mohammad Shaique Solanki, Ashutosh M Bharadwaj, Jeevan K +1
Voiced speech signals such as continuous speech are known to have acoustic features such as pitch(F0), and formant frequencies(F1, F2, F3) which can be used for gender classificati…