Search Results for author: Kathryn E. Sieving

Found 2 papers, 0 papers with code

Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio

no code implementations27 Feb 2022 Leila Kalantari, Jose Principe, Kathryn E. Sieving

We seek to develop simultaneous segmentation and classification of notes from audio recordings in presence of outliers.

Classification Segmentation +2

Uncertainty quantification for multiclass data description

no code implementations29 Aug 2021 Leila Kalantari, Jose Principe, Kathryn E. Sieving

MDD-KM provides uncertainty quantification and can be deployed to build classification systems for the realistic scenario where out-of-distribution (OOD) samples are present among the test data.

Classification Event Detection +2

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