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pro vyhledávání: '"Min, Deokki"'
To tackle sound event detection (SED), we propose frequency dependent networks (FreDNets), which heavily leverage frequency-dependent methods. We apply frequency warping and FilterAugment, which are frequency-dependent data augmentation methods. The
Externí odkaz:
http://arxiv.org/abs/2406.15725
Frequency dynamic convolution (FDY conv) has shown the state-of-the-art performance in sound event detection (SED) using frequency-adaptive kernels obtained by frequency-varying combination of basis kernels. However, FDY conv lacks an explicit mean t
Externí odkaz:
http://arxiv.org/abs/2406.05341
Sound event detection (SED) is one of tasks to automate function by human auditory system which listens and understands auditory scenes. Therefore, we were inspired to make SED recognize sound events in the way human auditory system does. Spectro-tem
Externí odkaz:
http://arxiv.org/abs/2306.11427
We explore on various attention methods on frequency and channel dimensions for sound event detection (SED) in order to enhance performance with minimal increase in computational cost while leveraging domain knowledge to address the frequency dimensi
Externí odkaz:
http://arxiv.org/abs/2306.11277
While many deep learning methods on other domains have been applied to sound event detection (SED), differences between original domains of the methods and SED have not been appropriately considered so far. As SED uses audio data with two dimensions
Externí odkaz:
http://arxiv.org/abs/2206.11645
Performance of sound event localization and detection (SELD) in real scenes is limited by small size of SELD dataset, due to difficulty in obtaining sufficient amount of realistic multi-channel audio data recordings with accurate label. We used two m
Externí odkaz:
http://arxiv.org/abs/2206.12059
Autor:
Min, Deokki1 Deokki.Min@hive.no, Hoivik, Nils1, Jensen, Geir2, Tyholdt, Frode3, Haavik, Camilla3, Hanke, Ulrik1
Publikováno v:
Applied Physics A: Materials Science & Processing. Dec2011, Vol. 105 Issue 4, p867-874. 8p.
Autor:
Larsson, Andreas, Vardoy, Astrid-Sofie B., Oldervoll, Froydis, Storstrom, Olav, Mielnik, Michal, Dalton, Eric, Mahmood, Kafil, Min, Deokki, Taklo, Maaike M. V.
Publikováno v:
13th InterSociety Conference on Thermal & Thermomechanical Phenomena in Electronic Systems; 1/ 1/2012, p235-244, 10p
Publikováno v:
2011 11th IEEE International Conference on Nanotechnology; 1/ 1/2011, p496-499, 4p