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pro vyhledávání: '"Kapka, Sławomir"'
Autor:
Kapka, Sławomir, Tkaczuk, Jakub
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 two stages: the localization is done first and is followed by classific
Externí odkaz:
http://arxiv.org/abs/2210.13932
Autor:
Kapka, Sławomir
Publikováno v:
Proceedings of the Fifth Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE 2020)
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 the open-set recognition. Assuming that non-anomalous samples constitute
Externí odkaz:
http://arxiv.org/abs/2007.05314
Autor:
Kapka, Sławomir, Lewandowski, Mateusz
Publikováno v:
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019), New York University, NY, USA, October 2019
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 consecutive manner to recover all possible information of occurring events. We
Externí odkaz:
http://arxiv.org/abs/1908.00766
Autor:
Kapka, Sławomir
We demonstrate a method of associating the principal symbol at a $K$-point with a linear differential operator acting between modules over a commutative algebra, and we use it to define the ellipticity of a linear differential operator in a purely al
Externí odkaz:
http://arxiv.org/abs/1803.08452