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Hagen Wierstorf
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2020 – today
- 2024
- [i8]Dionyssos Kounadis-Bastian, Oliver Schrüfer, Anna Derington, Hagen Wierstorf, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition. CoRR abs/2408.13920 (2024) - 2023
- [j3]Johannes Wagner, Andreas Triantafyllopoulos
, Hagen Wierstorf, Maximilian Schmitt
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 10745-10759 (2023) - [i7]Hagen Wierstorf, Johannes Wagner, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
audb - Sharing and Versioning of Audio and Annotation Data in Python. CoRR abs/2303.00645 (2023) - [i6]Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller:
Speech-based Age and Gender Prediction with Transformers. CoRR abs/2306.16962 (2023) - [i5]Anna Derington, Hagen Wierstorf, Ali Özkil, Florian Eyben, Felix Burkhardt, Björn W. Schuller:
Testing Speech Emotion Recognition Machine Learning Models. CoRR abs/2312.06270 (2023) - 2022
- [c9]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: 146-150 - [c8]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: 1917-1924 - [c7]Felix Burkhardt, Johannes Wagner, Hagen Wierstorf, Florian Eyben, Björn W. Schuller:
Nkululeko: A Tool For Rapid Speaker Characteristics Detection. LREC 2022: 1925-1932 - [i4]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 abs/2203.07378 (2022) - [i3]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 abs/2204.00400 (2022)
2010 – 2019
- 2019
- [c6]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. EUSIPCO 2019: 1-5 - 2018
- [j2]Fiete Winter
Colouration in Local Wave Field Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. 26(10): 1913-1924 (2018) - [c5]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. LVA/ICA 2018: 340-350 - [c4]Dominic Ward, Hagen Wierstorf, Russell D. Mason
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation. ICASSP 2018: 596-600 - [i2]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley:
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. CoRR abs/1811.00454 (2018) - 2017
- [c3]Fiete Winter, Christoph Hold, Hagen Wierstorf, Alexander Raake
Colouration in 2.5D local wave field synthesis using spatial bandwidth-limitation. WASPAA 2017: 160-165 - [i1]Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley:
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. CoRR abs/1710.11473 (2017) - 2015
- [c2]Ning Ma
A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions. ICASSP 2015: 2699-2703 - 2014
- [p1]Matthias Frank, Franz Zotter, Hagen Wierstorf, Sascha Spors:
Spatial Audio Rendering. Quality of Experience 2014: 247-260 - 2013
- [j1]Sascha Spors
Spatial Sound With Loudspeakers and Its Perception: A Review of the Current State. Proc. IEEE 101(9): 1920-1938 (2013) - 2012
- [c1]Sascha Spors, Hagen Wierstorf:
Evaluation of perceptual properties of phase-mode beamforming in the context of data-based binaural synthesis. ISCCSP 2012: 1-4
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