Kevin Wilkinghoff

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 32

Top Topics

Speech Recognition

Dynamic Time Warping

Combining Multiple

Detecting Anomalous

Top Venues

Publications

Paul M. Baggenstoss, Kevin Wilkinghoff, Felix Govaers, Frank Kurth
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs. CoRR (2024)
Kevin Wilkinghoff
AdaProj: Adaptively Scaled Angular Margin Subspace Projections for Anomalous Sound Detection with Auxiliary Classification Tasks. CoRR (2024)
Fabian Fritz, Alessia Cornaggia-Urrigshardt, Lukas Henneke, Frank Kurth, Kevin Wilkinghoff
Analyzing the Impact of HF-Specific Signal Degradation on Automatic Speech Recognition. ICMCIS (2024)
Kevin Wilkinghoff, Alessia Cornaggia-Urrigshardt
Multi-Sample Dynamic Time Warping for Few-Shot Keyword Spotting. CoRR (2024)
Kevin Wilkinghoff, Keisuke Imoto
F1-EV score: Measuring The Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection. ICASSP (2024)
Kevin Wilkinghoff, Alessia Cornaggia-Urrigshardt
TACos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping. ICASSP (2024)
Fahrettin Gökgöz, Alessia Cornaggia-Urrigshardt, Kevin Wilkinghoff
Strong Label Generation for Preparing Speech Data in Military Applications Using CTC Loss. ICMCIS (2024)
Kevin Wilkinghoff, Frank Kurth
Why Do Angular Margin Losses Work Well for Semi-Supervised Anomalous Sound Detection? IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Kevin Wilkinghoff
Self-Supervised Learning for Anomalous Sound Detection. ICASSP (2024)
Paul M. Baggenstoss, Kevin Wilkinghoff
Novel Generative Classifier for Acoustic Events. EUSIPCO (2023)
Kevin Wilkinghoff
Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection. ICASSP (2023)
Kevin Wilkinghoff, Fabian Fritz
On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data. EUSIPCO (2023)
Kevin Wilkinghoff, Frank Kurth
Why do Angular Margin Losses work well for Semi-Supervised Anomalous Sound Detection? CoRR (2023)
Kevin Wilkinghoff, Alessia Cornaggia-Urrigshardt
TempAdaCos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping. CoRR (2023)
Kevin Wilkinghoff
Self-Supervised Learning for Anomalous Sound Detection. CoRR (2023)
Kevin Wilkinghoff, Keisuke Imoto
F1-EV Score: Measuring the Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection. CoRR (2023)
Jonas D. Rockbach, Luka-Franziska Bluhm, Isabel Schlangen, Laura Over, Sabine Apfeld, Lukas Henneke, Kevin Wilkinghoff
Towards Human-Machine Integration for Signals Intelligence Applications. SDF (2022)
Alessia Cornaggia-Urrigshardt, Fahrettin Gökgöz, Frank Kurth, Hans-Christian Schmitz, Kevin Wilkinghoff
Speech Recognition Lab. ICMCIS (2022)
Alessia Cornaggia-Urrigshardt, Nikita Jarocky, Frank Kurth, Sebastian Urrigshardt, Kevin Wilkinghoff
SCALA-Speech: An Interactive System for Finding and Analyzing Speech Content in Audio Data. GI-Jahrestagung (2022)
Kevin Wilkinghoff, Alessia Cornaggia-Urrigshardt, Fahrettin Gökgöz
Two-Dimensional Embeddings for Low-Resource Keyword Spotting Based on Dynamic Time Warping. ITG Conference on Speech Communication (2021)
Kevin Wilkinghoff
Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection. IJCNN (2021)
Kevin Wilkinghoff
Combining Multiple Distributions based on Sub-Cluster AdaCos for Anomalous Sound Detection under Domain Shifted Conditions. DCASE (2021)
Kevin Wilkinghoff
On Open-Set Speaker Identification with I-Vectors. Odyssey (2020)
Kevin Wilkinghoff
On Open-Set Classification with L3-Net Embeddings for Machine Listening Applications. EUSIPCO (2020)
Hans-Christian Schmitz, Frank Kurth, Kevin Wilkinghoff, Uwe Müllerschkowski, Christian Karrasch, Volker Schmid
Towards Robust Speech Interfaces for the ISS. IUI Companion (2020)
Kevin Wilkinghoff
Using Look, Listen, and Learn Embeddings for Detecting Anomalous Sounds in Machine Condition Monitoring. DCASE (2020)
Kevin Wilkinghoff, Frank Kurth
Open-Set Acoustic Scene Classification with Deep Convolutional Autoencoders. DCASE (2019)
Kevin Wilkinghoff
General-purpose audio tagging by ensembling convolutional neural networks based on multiple features. DCASE (2018)
Kevin Wilkinghoff, Paul M. Baggenstoss, Alessia Cornaggia-Urrigshardt, Frank Kurth
Robust Speaker Identification by Fusing Classification Scores with a Neural Network. ITG Symposium on Speech Communication (2018)
Frank Kurth, Kevin Wilkinghoff
Robust Detection of Jittered Multiply Repeating Audio Events Using Iterated Time-Warped ACF. ICASSP (2018)
Kevin Wilkinghoff
Accurately Capturing Speech Feature Distributions by Extending Supervectors for Robust Speaker Recognition. ITG Symposium on Speech Communication (2018)
Paul M. Baggenstoss, Kevin Wilkinghoff, Frank Kurth
Glottal mixture model (GLOMM) for speaker identification on telephone channels. EUSIPCO (2017)