2 papers
cs.SD2022
Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio
Leila Kalantari, Jose Principe, Kathryn E. Sieving
We seek to develop simultaneous segmentation and classification of notes from audio recordings in presence of outliers. The selected architecture for modeling time series is hierar…
cs.LG2021
Uncertainty quantification for multiclass data description
Leila Kalantari, Jose Principe, Kathryn E. Sieving
In this manuscript, we propose a multiclass data description model based on kernel Mahalanobis distance (MDD-KM) with self-adapting hyperparameter setting. MDD-KM provides uncertai…