74 citations · 77 across the 4 of their papers we have counts for
4 papers
CoLoC: Conditioned Localizer and Classifier for Sound Event Localization and Detection
Sławomir Kapka, Jakub Tkaczuk
In this article, we describe Conditioned Localizer and Classifier (CoLoC) which is a novel solution for Sound Event Localization and Detection (SELD). The solution constitutes of t…
ID-Conditioned Auto-Encoder for Unsupervised Anomaly Detection
Sławomir Kapka
In this paper, we introduce ID-Conditioned Auto-Encoder for unsupervised anomaly detection. Our method is an adaptation of the Class-Conditioned Auto-Encoder (C2AE) designed for th…
Sound source detection, localization and classification using consecutive ensemble of CRNN models
Sławomir Kapka, Mateusz Lewandowski
In this paper, we describe our method for DCASE2019 task3: Sound Event Localization and Detection (SELD). We use four CRNN SELDnet-like single output models which run in a consecut…
An algebraic approach to the ellipticity of linear differential operators
Sławomir Kapka
We demonstrate a method of associating the principal symbol at a -point with a linear differential operator acting between modules over a commutative algebra, and we use it to d…