Hagen Wierstorf

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 17

Top Topics

Speech Emotion Recognition

Machine Learning

Music Information Retrieval

Convolutional Neural Networks

Top Venues

Publications

Hagen Wierstorf, Johannes Wagner, Florian Eyben, Felix Burkhardt, Björn W. Schuller
audb - Sharing and Versioning of Audio and Annotation Data in Python. CoRR (2023)
Anna Derington, Hagen Wierstorf, Ali Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Testing Speech Emotion Recognition Machine Learning Models. CoRR (2023)
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
Speech-based Age and Gender Prediction with Transformers. CoRR (2023)
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Dawn of the transformer era in speech emotion recognition: closing the valence gap. CoRR (2022)
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Probing speech emotion recognition transformers for linguistic knowledge. INTERSPEECH (2022)
Felix Burkhardt, Anabell Hacker, Uwe Reichel, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
A Comparative Cross Language View On Acted Databases Portraying Basic Emotions Utilising Machine Learning. LREC (2022)
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge. CoRR (2022)
Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller
Nkululeko: A Tool For Rapid Speaker Characteristics Detection. LREC (2022)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. EUSIPCO (2019)
Fiete Winter, Hagen Wierstorf, Christoph Hold, Frank Krüger, Alexander Raake, Sascha Spors
Colouration in Local Wave Field Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 26 (10) (2018)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. CoRR (2018)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. LVA/ICA (2018)
Dominic Ward, Hagen Wierstorf, Russell D. Mason, Emad M. Grais, Mark D. Plumbley
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation. ICASSP (2018)
Fiete Winter, Christoph Hold, Hagen Wierstorf, Alexander Raake, Sascha Spors
Colouration in 2.5D local wave field synthesis using spatial bandwidth-limitation. WASPAA (2017)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. CoRR (2017)
Ning Ma, Tobias May, Hagen Wierstorf, Guy J. Brown
A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions. ICASSP (2015)
Sascha Spors, Hagen Wierstorf, Alexander Raake, Frank Melchior, Matthias Frank, Franz Zotter
Spatial Sound With Loudspeakers and Its Perception: A Review of the Current State. Proc. IEEE 101 (9) (2013)
Sascha Spors, Hagen Wierstorf
Evaluation of perceptual properties of phase-mode beamforming in the context of data-based binaural synthesis. ISCCSP (2012)