Johannes Wagner

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 21

Top Venues

INTERSPEECH

CoRR

ICMI

ACM Multimedia

University of Augsburg (PHD)

Education History

University of Augsburg

PHD

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)
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)
Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner, Florian Eyben, Björn W. Schuller, Bert Arnrich
Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation. ICMLA (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)
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)
Tobias Baur, Alexander Heimerl, Florian Lingenfelser, Johannes Wagner, Michel F. Valstar, Björn W. Schuller, Elisabeth André
eXplainable Cooperative Machine Learning with NOVA. Künstliche Intell. 34 (2) (2020)
Yue Zhang, Andrea Michi, Johannes Wagner, Elisabeth André, Björn W. Schuller, Felix Weninger
A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning. IEEE Trans. Cybern. 50 (3) (2020)
Alexander Heimerl, Tobias Baur, Florian Lingenfelser, Johannes Wagner, Elisabeth André
NOVA - A tool for eXplainable Cooperative Machine Learning. ACII (2019)
Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner, Ingmar Steiner, Björn W. Schuller
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. INTERSPEECH (2019)
Johannes Wagner, Dominik Schiller, Andreas Seiderer, Elisabeth André
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? INTERSPEECH (2018)
Florian Lingenfelser, Johannes Wagner, Jun Deng, Raymond Brueckner, Björn W. Schuller, Elisabeth André
Asynchronous and Event-Based Fusion Systems for Affect Recognition on Naturalistic Data in Comparison to Conventional Approaches. IEEE Trans. Affect. Comput. 9 (4) (2018)
Johannes Wagner, Tobias Baur, Yue Zhang, Michel F. Valstar, Björn W. Schuller, Elisabeth André
Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora. CoRR (2018)
Johannes Wagner, Thiago Fraga-Silva, Yvan Josse, Dominik Schiller, Andreas Seiderer, Elisabeth André
Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level. INTERSPEECH (2017)
Angelo Cafaro, Johannes Wagner, Tobias Baur, Soumia Dermouche, Mercedes Torres, Catherine Pelachaud, Elisabeth André, Michel F. Valstar
The NoXi database: multimodal recordings of mediated novice-expert interactions. ICMI (2017)
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer, Elisabeth André
MobileSSI - A Multi-modal Framework for Social Signal Interpretation on Mobile Devices. Intelligent Environments (2016)
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer, Elisabeth André
MobileSSI: asynchronous fusion for social signal interpretation in the wild. ICMI (2016)
Simon Flutura, Johannes Wagner, Florian Lingenfelser, Andreas Seiderer, Elisabeth André
Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization. ICMI (2016)
Michel F. Valstar, Tobias Baur, Angelo Cafaro, Alexandru Ghitulescu, Blaise Potard, Johannes Wagner, Elisabeth André, Laurent Durieu, Matthew P. Aylett, Soumia Dermouche, Catherine Pelachaud, Eduardo Coutinho, Björn W. Schuller, Yue Zhang, Dirk Heylen, Mariët Theune, Jelte van Waterschoot
Ask Alice: an artificial retrieval of information agent. ICMI (2016)
Tobias Baur, Gregor Mehlmann, Ionut Damian, Florian Lingenfelser, Johannes Wagner, Birgit Lugrin, Elisabeth André, Patrick Gebhard
Context-Aware Automated Analysis and Annotation of Social Human-Agent Interactions. ACM Trans. Interact. Intell. Syst. 5 (2) (2015)
Gary McKeown, William Curran, Johannes Wagner, Florian Lingenfelser, Elisabeth André
The Belfast storytelling database: A spontaneous social interaction database with laughter focused annotation. ACII (2015)
Johannes Wagner, Andreas Seiderer, Florian Lingenfelser, Elisabeth André
Combining hierarchical classification with frequency weighting for the recognition of eating conditions. INTERSPEECH (2015)
Mohammad Obaid, Andreas Dünser, Elena Moltchanova, Danielle Cummings, Johannes Wagner, Christoph Bartneck
LEGO Pictorial Scales for Assessing Affective Response. INTERACT (1) (2015)
Patrick Gebhard, Tobias Baur, Ionut Damian, Gregor Mehlmann, Johannes Wagner, Elisabeth André
Exploring interaction strategies for virtual characters to induce stress in simulated job interviews. AAMAS (2014)
Pedro Omedas, Alberto Betella, Riccardo Zucca, Xerxes D. Arsiwalla, Daniel Pacheco, Johannes Wagner, Florian Lingenfelser, Elisabeth André, Daniele Mazzei, Antonio Lanatà, Alessandro Tognetti, Danilo De Rossi, Antoni Grau, Alex Goldhoorn, Edmundo Guerra, René Alquézar, Alberto Sanfeliu, Paul F. M. J. Verschure
XIM-engine: a software framework to support the development of interactive applications that uses conscious and unconscious reactions in immersive mixed reality. VRIC (2014)
Florian Lingenfelser, Johannes Wagner, Elisabeth André, Gary McKeown, William Curran
An Event Driven Fusion Approach for Enjoyment Recognition in Real-time. ACM Multimedia (2014)
Johannes Wagner, Daniele Mazzei, Alberto Betella, Riccardo Zucca, Pedro Omedas, Paul F. M. J. Verschure
A sensing architecture for empathetic data systems. AH (2013)
Tobias Baur, Ionut Damian, Florian Lingenfelser, Johannes Wagner, Elisabeth André
NovA: Automated Analysis of Nonverbal Signals in Social Interactions. HBU (2013)
Johannes Wagner, Florian Lingenfelser, Tobias Baur, Ionut Damian, Felix Kistler, Elisabeth André
The social signal interpretation (SSI) framework: multimodal signal processing and recognition in real-time. ACM Multimedia (2013)
Johannes Wagner, Florian Lingenfelser, Elisabeth André
Using phonetic patterns for detecting social cues in natural conversations. INTERSPEECH (2013)
Alberto Betella, Enrique Martínez Bueno, Riccardo Zucca, Xerxes D. Arsiwalla, Pedro Omedas, Sytse Wierenga, Anna Mura, Johannes Wagner, Florian Lingenfelser, Elisabeth André, Daniele Mazzei, Alessandro Tognetti, Antonio Lanatà, Danilo De Rossi, Paul F. M. J. Verschure
Advanced interfaces to stem the data deluge in mixed reality: placing human (un)consciousness in the loop. SIGGRAPH Posters (2013)
George Caridakis, Johannes Wagner, Amaryllis Raouzaiou, Florian Lingenfelser, Kostas Karpouzis, Elisabeth André
A cross-cultural, multimodal, affective corpus for gesture expressivity analysis. J. Multimodal User Interfaces 7 (1-2) (2013)
Radoslaw Niewiadomski, Jennifer Hofmann, Jérôme Urbain, Tracey Platt, Johannes Wagner, Bilal Piot, Hüseyin Çakmak, Sathish Pammi, Tobias Baur, Stéphane Dupont, Matthieu Geist, Florian Lingenfelser, Gary McKeown, Olivier Pietquin, Willibald Ruch
Laugh-aware virtual agent and its impact on user amusement. AAMAS (2013)
Maurizio Mancini, Laurent Ach, Emeline Bantegnie, Tobias Baur, Nadia Berthouze, Debajyoti Datta, Yu Ding, Stéphane Dupont, Harry J. Griffin, Florian Lingenfelser, Radoslaw Niewiadomski, Catherine Pelachaud, Olivier Pietquin, Bilal Piot, Jérôme Urbain, Gualtiero Volpe, Johannes Wagner
Laugh When You're Winning. eNTERFACE (2013)
Mohammad Obaid, Ionut Damian, Felix Kistler, Birgit Endrass, Johannes Wagner, Elisabeth André
Cultural Behaviors of Virtual Agents in an Augmented Reality Environment. IVA (2012)
Johannes Wagner, Florian Lingenfelser, Elisabeth André
A Frame Pruning Approach for Paralinguistic Recognition Tasks. INTERSPEECH (2012)
Florian Lingenfelser, Johannes Wagner, Elisabeth André
A systematic discussion of fusion techniques for multi-modal affect recognition tasks. ICMI (2011)
Karin Leichtenstern, Nikolaus Bee, Elisabeth André, Ulrich Berkmüller, Johannes Wagner
Physiological Measurement of Trust-Related Behavior in Trust-Neutral and Trust-Critical Situations. IFIPTM (2011)
Johannes Wagner, Florian Lingenfelser, Elisabeth André
The Social Signal Interpretation Framework (SSI) for Real Time Signal Processing and Recognition. INTERSPEECH (2011)
Anton Batliner, Stefan Steidl, Björn W. Schuller, Dino Seppi, Thurid Vogt, Johannes Wagner, Laurence Devillers, Laurence Vidrascu, Vered Aharonson, Loïc Kessous, Noam Amir
Whodunnit - Searching for the most important feature types signalling emotion-related user states in speech. Comput. Speech Lang. 25 (1) (2011)
Johannes Wagner, Elisabeth André, Florian Lingenfelser, Jonghwa Kim
Exploring Fusion Methods for Multimodal Emotion Recognition with Missing Data. IEEE Trans. Affect. Comput. 2 (4) (2011)
Johannes Wagner, Florian Lingenfelser, Nikolaus Bee, Elisabeth André
Social Signal Interpretation (SSI) - A Framework for Real-time Sensing of Affective and Social Signals. Künstliche Intell. 25 (3) (2011)
Nikolaus Bee, Johannes Wagner, Elisabeth André, Fred Charles, David Pizzi, Marc Cavazza
Multimodal interaction with a virtual character in interactive storytelling. AAMAS (2010)
Johannes Wagner, Frank Jung, Jonghwa Kim, Thurid Vogt, Elisabeth André
The Smart Sensor Integration Framework and its Application in EU Projects. B-Interface (2010)
Florian Lingenfelser, Johannes Wagner, Thurid Vogt, Jonghwa Kim, Elisabeth André
Age and gender classification from speech using decision level fusion and ensemble based techniques. INTERSPEECH (2010)
Jérôme Urbain, Radoslaw Niewiadomski, Elisabetta Bevacqua, Thierry Dutoit, Alexis Moinet, Catherine Pelachaud, Benjamin Picart, Joëlle Tilmanne, Johannes Wagner
AVLaughterCycle. J. Multimodal User Interfaces 4 (1) (2010)
Jérôme Urbain, Elisabetta Bevacqua, Thierry Dutoit, Alexis Moinet, Radoslaw Niewiadomski, Catherine Pelachaud, Benjamin Picart, Joëlle Tilmanne, Johannes Wagner
The AVLaughterCycle Database. LREC (2010)
Inbal Reif, Florian Alt, Juan David Hincapié-Ramos, Katerina Poteriaykina, Johannes Wagner
Cleanly: trashducation urban system. CHI Extended Abstracts (2010)
Nikolaus Bee, Johannes Wagner, Elisabeth André, Thurid Vogt, Fred Charles, David Pizzi, Marc Cavazza
Discovering eye gaze behavior during human-agent conversation in an interactive storytelling application. ICMI-MLMI (2010)
Johannes Wagner, Elisabeth André, Frank Jung
Smart sensor integration: A framework for multimodal emotion recognition in real-time. ACII (2009)
Thurid Vogt, Elisabeth André, Johannes Wagner, Stephen W. Gilroy, Fred Charles, Marc Cavazza
Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS. ACII (2009)
Florian Hönig, Johannes Wagner, Anton Batliner, Elmar Nöth
Classification of user states with physiological signals: On-line generic features vs. specialized feature sets. EUSIPCO (2009)
Jonghwa Kim, Johannes Wagner, Thurid Vogt, Elisabeth André, Frank Jung, Matthias Rehm
Emotional Sensitivity in Human-Computer Interaction (Emotionale Sensitivität in der Mensch-Maschine Interaktion). it Inf. Technol. 51 (6) (2009)
Dino Seppi, Anton Batliner, Björn W. Schuller, Stefan Steidl, Thurid Vogt, Johannes Wagner, Laurence Devillers, Laurence Vidrascu, Noam Amir, Vered Aharonson
Patterns, prototypes, performance: classifying emotional user states. INTERSPEECH (2008)
Jonghwa Kim, Johannes Wagner, Matthias Rehm, Elisabeth André
Bi-channel sensor fusion for automatic sign language recognition. FG (2008)
Björn W. Schuller, Anton Batliner, Dino Seppi, Stefan Steidl, Thurid Vogt, Johannes Wagner, Laurence Devillers, Laurence Vidrascu, Noam Amir, Loïc Kessous, Vered Aharonson
The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals. INTERSPEECH (2007)
Johannes Wagner, Thurid Vogt, Elisabeth André
A Systematic Comparison of Different HMM Designs for Emotion Recognition from Acted and Spontaneous Speech. ACII (2007)
Johannes Wagner, Jonghwa Kim, Elisabeth André
From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification. ICME (2005)
Jonghwa Kim, Elisabeth André, Matthias Rehm, Thurid Vogt, Johannes Wagner
Integrating information from speech and physiological signals to achieve emotional sensitivity. INTERSPEECH (2005)
Jonghwa Kim, Nikolaus Bee, Johannes Wagner, Elisabeth André
Emote toWin: Affective Interactions with a Computer Game Agent. GI Jahrestagung (1) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Johannes Wagner