Kevin Wilkinghoff




You can also find me on Google Scholar and dblp.


Preprints

Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection
Kevin Wilkinghoff
To be presented at: International Joint Conference on Neural Networks (IJCNN)
[PDF][BibTeX]


Peer-Reviewed Conferences and Workshops

2020

Using Look, Listen, and Learn Embeddings for Detecting Anomalous Sounds in Machine Condition Monitoring
Kevin Wilkinghoff
Detection and Classification of Acoustic Scenes and Events Workshop (DCASE)
[PDF][BibTeX]

On Open-Set Classification with L3-Net Embeddings for Machine Listening Applications
Kevin Wilkinghoff
28th European Signal Processing Conference (EUSIPCO)
[PDF][BibTeX]

On Open-Set Speaker Identification with I-Vectors
Kevin Wilkinghoff
The Speaker and Language Recognition Workshop (Odyssey)
[PDF][BibTeX][Python]

Towards Robust Speech Interfaces for the ISS
Hans-Christian Schmitz, Frank Kurth, Kevin Wilkinghoff, Uwe Müllerschkowski, Christian Karrasch, Volker Schmid
International Conference on Intelligent User Interfaces (IUI) Companion
[PDF][BibTeX]

2019

Calm Interfaces for Integrated C2 Systems
Hans-Christian Schmitz, Alessia Cornaggia-Urrigshardt, Fahrettin Gökgöz, Samantha Kent, Kevin Wilkinghoff
International Command and Control Research and Technology Symposium (ICCRTS)
[PDF][BibTeX]

Open-Set Acoustic Scene Classification with Deep Convolutional Autoencoders
Kevin Wilkinghoff, Frank Kurth
Detection and Classification of Acoustic Scenes and Events Workshop (DCASE)
[PDF][BibTeX][Python]

2018

General-Purpose Audio Tagging by Ensembling Convolutional Neural Networks based on Multiple Features
Kevin Wilkinghoff
Detection and Classification of Acoustic Scenes and Events Workshop (DCASE)
[PDF][BibTeX]

Accurately Capturing Speech Feature Distributions by Extending Supervectors for Robust Speaker Recognition
Kevin Wilkinghoff
13th ITG Symposium on Speech Communication (ITG Speech)
[PDF][BibTeX]

Robust Speaker Identification by Fusing Classification Scores with a Neural Network
Kevin Wilkinghoff, Paul M. Baggenstoss, Alessia Cornaggia-Urrigshardt, Frank Kurth
13th ITG Symposium on Speech Communication (ITG Speech)
[PDF]  [BibTeX]

Robust Detection of Jittered Multiply Repeating Audio Events Using Iterated Time-Warped ACF
Frank Kurth, Kevin Wilkinghoff
International Conference on Acoustics, Speech and Signal Processing (ICASSP)
[PDF][BibTeX]

2017

Glottal Mixture Model (GLOMM) for Speaker Identification on Telephone Channels
Paul M. Baggenstoss, Kevin Wilkinghoff, Frank Kurth
25th European Signal Processing Conference (EUSIPCO)
[PDF][BibTeX]

Theses

Neural Networks in Speaker Identification
Master's Thesis, Institute of Computer Science, University of Bonn, 2017

Homogenisierung nichtlinearer elliptischer Differentialgleichungen
Bachelor's Thesis, Mathematical Institute, University of Münster, 2014