Kevin Wilkinghoff
Orcid: 0000-0003-4200-9129
According to our database1,
Kevin Wilkinghoff
authored at least 25 papers
between 2017 and 2024.
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Bibliography
2024
Why Do Angular Margin Losses Work Well for Semi-Supervised Anomalous Sound Detection?
IEEE ACM Trans. Audio Speech Lang. Process., 2024
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks.
CoRR, 2024
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs.
CoRR, 2024
2023
F1-EV Score: Measuring the Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection.
CoRR, 2023
TempAdaCos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping.
CoRR, 2023
Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023
On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2022
Proceedings of the International Conference on Military Communication and Information Systems, 2022
SCALA-Speech: An Interactive System for Finding and Analyzing Speech Content in Audio Data.
Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022
2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Combining Multiple Distributions based on Sub-Cluster AdaCos for Anomalous Sound Detection under Domain Shifted Conditions.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
Two-Dimensional Embeddings for Low-Resource Keyword Spotting Based on Dynamic Time Warping.
Proceedings of the 14th ITG Conference on Speech Communication, online, September 29, 2021
2020
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020
On Open-Set Classification with L3-Net Embeddings for Machine Listening Applications.
Proceedings of the 28th European Signal Processing Conference, 2020
Using Look, Listen, and Learn Embeddings for Detecting Anomalous Sounds in Machine Condition Monitoring.
Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020
2019
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019
2018
Robust Detection of Jittered Multiply Repeating Audio Events Using Iterated Time-Warped ACF.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
General-purpose audio tagging by ensembling convolutional neural networks based on multiple features.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
Accurately Capturing Speech Feature Distributions by Extending Supervectors for Robust Speaker Recognition.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
2017
Proceedings of the 25th European Signal Processing Conference, 2017