Johannes Wagner

Johannes Wagner

Universität Augsburg

H-index: 33

Europe-Germany

About Johannes Wagner

Johannes Wagner, With an exceptional h-index of 33 and a recent h-index of 19 (since 2020), a distinguished researcher at Universität Augsburg, specializes in the field of social signal processing, real-time behavioral analysis, machine learning, deep learning, affective computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Speech-based Age and Gender Prediction with Transformers

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

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation

Nkululeko: A tool for rapid speaker characteristics detection

Probing speech emotion recognition transformers for linguistic knowledge

Dawn of the transformer era in speech emotion recognition: closing the valence gap

eXplainable cooperative machine learning with NOVA

Johannes Wagner Information

University

Position

___

Citations(all)

3938

Citations(since 2020)

1501

Cited By

2977

hIndex(all)

33

hIndex(since 2020)

19

i10Index(all)

60

i10Index(since 2020)

37

Email

University Profile Page

Universität Augsburg

Google Scholar

View Google Scholar Profile

Johannes Wagner Skills & Research Interests

social signal processing

real-time behavioral analysis

machine learning

deep learning

affective computing

Top articles of Johannes Wagner

Title

Journal

Author(s)

Publication Date

Speech-based Age and Gender Prediction with Transformers

Felix Burkhardt

Johannes Wagner

Hagen Wierstorf

Florian Eyben

Björn Schuller

2023/9/20

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

arXiv preprint arXiv:2303.00645

Hagen Wierstorf

Johannes Wagner

Florian Eyben

Felix Burkhardt

Björn W Schuller

2023/3/1

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation

Pascal Hecker

Arpita M Kappattanavar

Maximilian Schmitt

Sidratul Moontaha

Johannes Wagner

...

2022/12/12

Nkululeko: A tool for rapid speaker characteristics detection

Felix Burkhardt

Johannes Wagner

Hagen Wierstorf

Florian Eyben

Björn Schuller

2022/6

Probing speech emotion recognition transformers for linguistic knowledge

arXiv preprint arXiv:2204.00400

Andreas Triantafyllopoulos

Johannes Wagner

Hagen Wierstorf

Maximilian Schmitt

Uwe Reichel

...

2022/4/1

Dawn of the transformer era in speech emotion recognition: closing the valence gap

arXiv preprint arXiv:2203.07378

Johannes Wagner

Andreas Triantafyllopoulos

Hagen Wierstorf

Maximilian Schmitt

Felix Burkhardt

...

2022/3/14

eXplainable cooperative machine learning with NOVA

KI-Künstliche Intelligenz

Tobias Baur

Alexander Heimerl

Florian Lingenfelser

Johannes Wagner

Michel F Valstar

...

2020/6

See List of Professors in Johannes Wagner University(Universität Augsburg)

Co-Authors

H-index: 109
Björn Schuller

Björn Schuller

Imperial College London

H-index: 68
Elisabeth Andre

Elisabeth Andre

Augsburg University

H-index: 54
Anton Batliner

Anton Batliner

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 43
Stefan Steidl

Stefan Steidl

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 27
Gary McKeown

Gary McKeown

Queen's University Belfast

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