Learnable Time-Frequency Masks for Explaining Time-Series Classifiers

Theresa Dahl Frehr, Francisco Pelayo, Lukas Raad +3

Time-series explainability remains challenging because discriminative information is often encoded in latent frequency or time-frequency features rather than in the raw signal itse…