Kevin Wilkinghoff




You can also find me on Google Scholar and dblp.


Preprints

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

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

Peer-Reviewed Conferences and Workshops

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