Fsd50k: an open dataset of human-labeled sound events
Most existing datasets for sound event recognition (SER) are relatively small and/or domain-
specific, with the exception of AudioSet, based on over 2 M tracks from YouTube videos and …
specific, with the exception of AudioSet, based on over 2 M tracks from YouTube videos and …
Self-trained audio tagging and sound event detection in domestic environments
J Ebbers, R Haeb-Umbach - Proceedings of the 6th Detection …, 2021 - ris.uni-paderborn.de
In this paper we present our system for the Detection and Classification of Acoustic Scenes
and Events (DCASE) 2021 Challenge Task 4: Sound Event Detection and Separation in …
and Events (DCASE) 2021 Challenge Task 4: Sound Event Detection and Separation in …
Forward-backward convolutional recurrent neural networks and tag-conditioned convolutional neural networks for weakly labeled semi-supervised sound event …
J Ebbers, R Haeb-Umbach - arXiv preprint arXiv:2103.06581, 2021 - arxiv.org
In this paper we present our system for the detection and classification of acoustic scenes
and events (DCASE) 2020 Challenge Task 4: Sound event detection and separation in …
and events (DCASE) 2020 Challenge Task 4: Sound event detection and separation in …
On the Task of Classifying Sound Patterns in Transport
M Gorodnichev, G Mkrtchian… - … in the Field of on Board …, 2023 - ieeexplore.ieee.org
The paper considers methods of collecting audio information about traffic events. The
analysis of existing approaches to the extraction of audio patterns is given, the advantages …
analysis of existing approaches to the extraction of audio patterns is given, the advantages …
Comparison of artificial neural network types for infant vocalization classification
F Anders, M Hlawitschka… - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
In this study we compared various neural network types for the task of automatic infant
vocalization classification, ie convolutional, recurrent and fully-connected networks as well …
vocalization classification, ie convolutional, recurrent and fully-connected networks as well …
Comparative assessment of data augmentation for semi-supervised polyphonic sound event detection
In the context of audio ambient intelligence systems in Smart Buildings, polyphonic Sound
Event Detection aims at detecting, localizing and classifying any sound event recorded in a …
Event Detection aims at detecting, localizing and classifying any sound event recorded in a …
GISE-51: A scalable isolated sound events dataset
Most of the existing isolated sound event datasets comprise a small number of sound event
classes, usually 10 to 15, restricted to a small domain, such as domestic and urban sound …
classes, usually 10 to 15, restricted to a small domain, such as domestic and urban sound …
[PDF][PDF] Convolutional recurrent neural networks for weakly labeled semi-supervised sound event detection in domestic environments
J Ebbers, R Haeb-Umbach - Paderborn University, Paderborn …, 2020 - dcase.community
In this report we present our system for the Detection and Classification of acoustic scenes
and events (DCASE) 2020 Challenge Task 4: Sound event detection in domestic …
and events (DCASE) 2020 Challenge Task 4: Sound event detection in domestic …
Adapting sound recognition to a new environment via self-training
J Ebbers, MC Keyser… - 2021 29th European …, 2021 - ieeexplore.ieee.org
Recently, there has been a rising interest in sound recognition via acoustic sensor networks
(ASNs) to support applications such as ambient assisted living or environmental habitat …
(ASNs) to support applications such as ambient assisted living or environmental habitat …
Μελέτη και ανάπτυξη συστήματος ανίχνευσης θέσεων πάρκινγκ με τη χρήση αισθητήρων και IoT (Internet of things)
Ο ΜΠΟΓΚΙΤΣΕΒΙΤΣ - 2023 - repository.library.teiwest.gr
Η πτυχιακή εργασία με τίτλο" Μελέτη και Ανάπτυξη Συστήματος Ανίχνευσης Θέσεων Πάρκινγκ
με Χρήση Αισθητήρων και Internet of Things" επικεντρώνεται στον σχεδιασμό και την …
με Χρήση Αισθητήρων και Internet of Things" επικεντρώνεται στον σχεδιασμό και την …