Hagen Wierstorf

According to our database, Hagen Wierstorf authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition.

Dionyssos Kounadis-Bastian, Oliver Schrüfer, Anna Derington, Hagen Wierstorf, Florian Eyben, Felix Burkhardt, Björn W. Schuller

CoRR, 2024

2023

Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.

Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Testing Speech Emotion Recognition Machine Learning Models.

Anna Derington, Hagen Wierstorf, Ali Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller

CoRR, 2023

Speech-based Age and Gender Prediction with Transformers.

Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller

CoRR, 2023

audb - Sharing and Versioning of Audio and Annotation Data in Python.

Hagen Wierstorf, Johannes Wagner, Florian Eyben, Felix Burkhardt, Björn W. Schuller

CoRR, 2023

2022

A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning.

Felix Burkhardt, Anabell Hacker, Uwe Reichel, Hagen Wierstorf, Florian Eyben, Björn W. Schuller

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Nkululeko: A Tool For Rapid Speaker Characteristics Detection.

Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Probing speech emotion recognition transformers for linguistic knowledge.

Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2019

Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks.

Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Colouration in Local Wave Field Synthesis.

Fiete Winter, Hagen Wierstorf, Christoph Hold, Frank Krüger, Alexander Raake, Sascha Spors

IEEE ACM Trans. Audio Speech Lang. Process., 2018

BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation.

Dominic Ward, Hagen Wierstorf, Russell D. Mason, Emad M. Grais, Mark D. Plumbley

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation.

Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

Colouration in 2.5D local wave field synthesis using spatial bandwidth-limitation.

Fiete Winter, Christoph Hold, Hagen Wierstorf, Alexander Raake, Sascha Spors

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

2015

A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions.

Ning Ma, Tobias May, Hagen Wierstorf, Guy J. Brown

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Spatial Audio Rendering.

Matthias Frank, Franz Zotter, Hagen Wierstorf, Sascha Spors

Proceedings of the Quality of Experience, 2014

2013

Spatial Sound With Loudspeakers and Its Perception: A Review of the Current State.

Sascha Spors, Hagen Wierstorf, Alexander Raake, Frank Melchior, Matthias Frank, Franz Zotter

Proc. IEEE, 2013

2012

Evaluation of perceptual properties of phase-mode beamforming in the context of data-based binaural synthesis.

Sascha Spors, Hagen Wierstorf

Proceedings of the 5th International Symposium on Communications, 2012