Hagen Wierstorf

23 papers A 2B 2Misc 2Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A conf
EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey.
INTERSPEECH
Felix Burkhardt, Oliver Schrüfer, Uwe D. Reichel, Hagen Wierstorf, Anna Derington, Florian Eyben, Björn W. Schuller
2025 J jnl
Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models.
IEEE Trans. Affect. Comput.
Anna Derington, Hagen Wierstorf, Ali Gürcan Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2024 J jnl
Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition.
CoRR
Dionyssos Kounadis-Bastian, Oliver Schrüfer, Anna Derington, Hagen Wierstorf, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2023 J jnl
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.
IEEE Trans. Pattern Anal. Mach. Intell.
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
2023 J jnl
Speech-based Age and Gender Prediction with Transformers.
CoRR
Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
2023 J jnl
Testing Speech Emotion Recognition Machine Learning Models.
CoRR
Anna Derington, Hagen Wierstorf, Ali Gürcan Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2023 J jnl
audb - Sharing and Versioning of Audio and Annotation Data in Python.
CoRR
Hagen Wierstorf, Johannes Wagner, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2022 B conf
A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning.
LREC
Felix Burkhardt, Anabell Hacker, Uwe D. Reichel, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
2022 J jnl
Dawn of the transformer era in speech emotion recognition: closing the valence gap.
CoRR
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
2022 B conf
Nkululeko: A Tool For Rapid Speaker Characteristics Detection.
LREC
Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
2022 J jnl
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge.
CoRR
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe D. Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2022 A conf
Probing speech emotion recognition transformers for linguistic knowledge.
INTERSPEECH
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe D. Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
2019 — conf
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks.
EUSIPCO
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
2018 Misc conf
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation.
ICASSP
Dominic Ward, Hagen Wierstorf, Russell D. Mason, Emad M. Grais, Mark D. Plumbley
2018 J jnl
Colouration in Local Wave Field Synthesis.
IEEE ACM Trans. Audio Speech Lang. Process.
Fiete Winter, Hagen Wierstorf, Christoph Hold, Frank Krüger, Alexander Raake, Sascha Spors
2018 — conf
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation.
LVA/ICA
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
2018 J jnl
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks.
CoRR
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
2017 — conf
Colouration in 2.5D local wave field synthesis using spatial bandwidth-limitation.
WASPAA
Fiete Winter, Christoph Hold, Hagen Wierstorf, Alexander Raake, Sascha Spors
2017 J jnl
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation.
CoRR
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
2015 Misc conf
A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions.
ICASSP
Ning Ma, Tobias May, Hagen Wierstorf, Guy J. Brown
2014 — ch.
Spatial Audio Rendering.
Quality of Experience
Matthias Frank, Franz Zotter, Hagen Wierstorf, Sascha Spors
2013 J jnl
Spatial Sound With Loudspeakers and Its Perception: A Review of the Current State.
Proc. IEEE
Sascha Spors, Hagen Wierstorf, Alexander Raake, Frank Melchior, Matthias Frank, Franz Zotter
2012 — conf
Evaluation of perceptual properties of phase-mode beamforming in the context of data-based binaural synthesis.
ISCCSP
Sascha Spors, Hagen Wierstorf