Johannes Wagner

Affiliations:
  • University of Augsburg, Department of Computer Science, Germany


According to our database1, Johannes Wagner authored at least 63 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Speech-based Age and Gender Prediction with Transformers.
CoRR, 2023

audb - Sharing and Versioning of Audio and Annotation Data in Python.
CoRR, 2023

2022
Nkululeko: A Tool For Rapid Speaker Characteristics Detection.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Probing speech emotion recognition transformers for linguistic knowledge.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2020
A Generic Human-Machine Annotation Framework Based on Dynamic Cooperative Learning.
IEEE Trans. Cybern., 2020

eXplainable Cooperative Machine Learning with NOVA.
Künstliche Intell., 2020

2019
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

NOVA - A tool for eXplainable Cooperative Machine Learning.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018
Asynchronous and Event-Based Fusion Systems for Affect Recognition on Naturalistic Data in Comparison to Conventional Approaches.
IEEE Trans. Affect. Comput., 2018

Applying Cooperative Machine Learning to Speed Up the Annotation of Social Signals in Large Multi-modal Corpora.
CoRR, 2018

Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant?
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Real-time sensing of affect and social signals in a multimodal framework: a practical approach.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017
Infected Phonemes: How a Cold Impairs Speech on a Phonetic Level.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

The NoXi database: multimodal recordings of mediated novice-expert interactions.
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

2016
Social Signal Interpretation: Building Online Systems for Multimodal Behaviour Analysis.
PhD thesis, 2016

MobileSSI - A Multi-modal Framework for Social Signal Interpretation on Mobile Devices.
Proceedings of the 12th International Conference on Intelligent Environments, 2016


Laughter detection in the wild: demonstrating a tool for mobile social signal processing and visualization.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

MobileSSI: asynchronous fusion for social signal interpretation in the wild.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

2015
Context-Aware Automated Analysis and Annotation of Social Human-Agent Interactions.
ACM Trans. Interact. Intell. Syst., 2015

Combining hierarchical classification with frequency weighting for the recognition of eating conditions.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

LEGO Pictorial Scales for Assessing Affective Response.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

The Belfast storytelling database: A spontaneous social interaction database with laughter focused annotation.
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014
XIM-engine: a software framework to support the development of interactive applications that uses conscious and unconscious reactions in immersive mixed reality.
Proceedings of the 2014 Virtual Reality International Conference, 2014

An Event Driven Fusion Approach for Enjoyment Recognition in Real-time.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Exploring interaction strategies for virtual characters to induce stress in simulated job interviews.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
A cross-cultural, multimodal, affective corpus for gesture expressivity analysis.
J. Multimodal User Interfaces, 2013

Advanced interfaces to stem the data deluge in mixed reality: placing human (un)consciousness in the loop.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013

The social signal interpretation (SSI) framework: multimodal signal processing and recognition in real-time.
Proceedings of the ACM Multimedia Conference, 2013

Using phonetic patterns for detecting social cues in natural conversations.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013


NovA: Automated Analysis of Nonverbal Signals in Social Interactions.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

A sensing architecture for empathetic data systems.
Proceedings of the 4th Augmented Human International Conference, 2013

Laugh-aware virtual agent and its impact on user amusement.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Cultural Behaviors of Virtual Agents in an Augmented Reality Environment.
Proceedings of the Intelligent Virtual Agents - 12th International Conference, 2012

A Frame Pruning Approach for Paralinguistic Recognition Tasks.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011
Exploring Fusion Methods for Multimodal Emotion Recognition with Missing Data.
IEEE Trans. Affect. Comput., 2011

Social Signal Interpretation (SSI) - A Framework for Real-time Sensing of Affective and Social Signals.
Künstliche Intell., 2011

Whodunnit - Searching for the most important feature types signalling emotion-related user states in speech.
Comput. Speech Lang., 2011

The Social Signal Interpretation Framework (SSI) for Real Time Signal Processing and Recognition.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Physiological Measurement of Trust-Related Behavior in Trust-Neutral and Trust-Critical Situations.
Proceedings of the Trust Management V, 5th IFIP WG 11.11 International Conference, 2011

A systematic discussion of fusion techniques for multi-modal affect recognition tasks.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010
AVLaughterCycle.
J. Multimodal User Interfaces, 2010

The AVLaughterCycle Database.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Age and gender classification from speech using decision level fusion and ensemble based techniques.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Discovering eye gaze behavior during human-agent conversation in an interactive storytelling application.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

Cleanly: trashducation urban system.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

The Smart Sensor Integration Framework and its Application in EU Projects.
Proceedings of the B-Interface 2010, 2010

Multimodal interaction with a virtual character in interactive storytelling.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

2009
Emotional Sensitivity in Human-Computer Interaction (Emotionale Sensitivität in der Mensch-Maschine Interaktion).
it Inf. Technol., 2009

Classification of user states with physiological signals: On-line generic features vs. specialized feature sets.
Proceedings of the 17th European Signal Processing Conference, 2009

Smart sensor integration: A framework for multimodal emotion recognition in real-time.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

2008
Automatic Recognition of Emotions from Speech: A Review of the Literature and Recommendations for Practical Realisation.
Proceedings of the Affect and Emotion in Human-Computer Interaction, 2008

Patterns, prototypes, performance: classifying emotional user states.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Bi-channel sensor fusion for automatic sign language recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
The relevance of feature type for the automatic classification of emotional user states: low level descriptors and functionals.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

A Systematic Comparison of Different HMM Designs for Emotion Recognition from Acted and Spontaneous Speech.
Proceedings of the Affective Computing and Intelligent Interaction, 2007

2005
Integrating information from speech and physiological signals to achieve emotional sensitivity.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

From Physiological Signals to Emotions: Implementing and Comparing Selected Methods for Feature Extraction and Classification.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004
Emote toWin: Affective Interactions with a Computer Game Agent.
Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004


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