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Kevin Wilkinghoff
Observed names:
Kevin Wilkinghoff (Fraunhofer FKIE),
Wilkinghoff, Kevin
Institution:
Aalborg University
Observed institutions:
Fraunhofer Institute for Communication, Information Processing and Ergonomics,
Mitsubishi Electric Research Laboratories (United States),
Fraunhofer-Gesellschaft,
Aalborg University
ORCID:
0000-0003-4200-9129
Observed ORCID:
0000-0003-4200-9129
OpenAlex ID:
A5040065298
Works
46
Awards
1
Self-Supervised Learning for Anomalous Sound Detection
2024
·
Kevin Wilkinghoff
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
47
PDF
Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection
2021
·
Kevin Wilkinghoff
·
International Joint Conference on Neural Networks (IJCNN)
·
39
Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection
2023
·
Kevin Wilkinghoff
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
27
Why Do Angular Margin Losses Work Well for Semi-Supervised Anomalous Sound Detection?
2023
·
Kevin Wilkinghoff
, Frank Kurth
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
22
PDF
Open-Set Acoustic Scene Classification with Deep Convolutional Autoencoders
2019
·
Kevin Wilkinghoff
, Frank Kurth
·
Detection and Classification of Acoustic Scenes and Events Workshop (DCASE)
·
16
PDF
On Open-Set Speaker Identification with I-Vectors
2020
·
Kevin Wilkinghoff
·
The Speaker and Language Recognition Workshop (Odyssey)
·
11
Towards Robust Speech Interfaces for the ISS
2020
·
Hans-Christian Schmitz
, Frank Kurth
, et al.
·
ACM International Conference on Intelligent User Interfaces (IUI)
·
10
Keeping the Balance: Anomaly Score Calculation for Domain Generalization
2025
·
Kevin Wilkinghoff
, Haici Yang
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
9
TACos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping
2024
·
Kevin Wilkinghoff
, Alessia Cornaggia-Urrigshardt
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
8
PDF
On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data
2023
·
Kevin Wilkinghoff
, Fabian Fritz
·
European Signal Processing Conference (EUSIPCO)
·
8
On Open-Set Classification with L3-Net Embeddings for Machine Listening Applications
2020
·
Kevin Wilkinghoff
·
European Signal Processing Conference (EUSIPCO)
·
8
Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings
2026
·
Wilkinghoff, Kevin
, Yadav, Sarthak
, et al.
·
arXiv (Cornell University)
·
7
PDF
Speech Recognition Lab
2022
·
Alessia Cornaggia-Urrigshardt
, Fahrettin Gökgöz
, et al.
·
Procedia Computer Science
·
5
PDF
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
2025
·
Wilkinghoff, Kevin
, Fujimura, Takuya
, et al.
·
VBN Forskningsportal (Aalborg Universitet)
·
4
Local Density-Based Anomaly Score Normalization for Domain Generalization
2025
·
Kevin Wilkinghoff
, Haici Yang
, et al.
·
IEEE Transactions on Audio Speech and Language Processing
·
4
PDF
Towards Human-Machine Integration for Signals Intelligence Applications
2022
·
Jonas D. Rockbach
, Luka-Franziska Bluhm
, et al.
·
Sensor Data Fusion: Trends, Solutions, Applications (SDF)
·
4
ASDKit: A Toolkit for Comprehensive Evaluation of Anomalous Sound Detection Methods
2025
·
Fujimura, Takuya
, Wilkinghoff, Kevin
, et al.
·
VBN Forskningsportal (Aalborg Universitet)
·
3
Mind the Gap: Detecting Cluster Exits for Robust Local Density-Based Score Normalization in Anomalous Sound Detection
2026
·
Kevin Wilkinghoff
, Gordon Wichern
, et al.
·
Interspeech (USB)
·
2
PDF
DSpAST: Disentangled Representations for Spatial Audio Reasoning with Large Language Models
2026
·
Kevin Wilkinghoff
, Zheng-Hua Tan
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
2
PDF
How Much Does Machine Identity Matter in Anomalous Sound Detection at Test Time?
2026
·
Wilkinghoff, Kevin
, Imoto, Keisuke
, et al.
·
arXiv (Cornell University)
·
2
PDF
Multi-Sample Dynamic Time Warping for Few-Shot Keyword Spotting
2024
·
Kevin Wilkinghoff
, Alessia Cornaggia-Urrigshardt
·
European Signal Processing Conference (EUSIPCO)
·
2
PDF
Strong Label Generation for Preparing Speech Data in Military Applications Using CTC Loss
2024
·
Fahrettin Gökgöz
, Alessia Cornaggia-Urrigshardt
, et al.
·
International Conference on Military Communications and Information Systems (ICMCIS)
·
2
Analyzing the Impact of HF-Specific Signal Degradation on Automatic Speech Recognition
2024
·
Fabian Fritz
, Alessia Cornaggia-Urrigshardt
, et al.
·
International Conference on Military Communications and Information Systems (ICMCIS)
·
2
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks
2024
·
Wilkinghoff, Kevin
·
arXiv (Cornell University)
·
2
PDF
F1-EV score: Measuring The Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection
2024
·
Kevin Wilkinghoff
, Keisuke Imoto
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
2
PDF
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Works count:
46
Citation count:
256
H-index:
8
I10-index:
7
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