Stefan Scherer

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 70

Top Venues

University of Ulm (PHD)

Education History

University of Ulm

PHD

Publications

Shangda Yang, Vitaly Zankin, Maximilian Balandat, Stefan Scherer, Kevin Carlberg, Neil Walton, Kody J. H. Law
Accelerating Look-ahead in Bayesian Optimization: Multilevel Monte Carlo is All you Need. CoRR (2024)
Sharon Mozgai, Cari Kaurloto, Jade G. Winn, Andrew Leeds, Dirk Heylen, Arno Hartholt, Stefan Scherer
Machine learning for semi-automated scoping reviews. Intell. Syst. Appl. 19 (2023)
Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
Improving Selective Visual Question Answering by Learning from Your Peers. CoRR (2023)
Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach
Improving Selective Visual Question Answering by Learning from Your Peers. CVPR (2023)
Leili Tavabi, Trang Tran, Brian Borsari, Joannalyn Delacruz, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani
Therapist Empathy Assessment in Motivational Interviews. ACII (2023)
Trang Tran, Yufeng Yin, Leili Tavabi, Joannalyn Delacruz, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani
Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews. ICMI (2023)
Larry Zhang, Jacek Kolacz, Albert A. Rizzo, Stefan Scherer, Mohammad Soleymani
Speech Behavioral Markers Align on Symptom Factors in Psychological Distress. ACII (2022)
Federico Parra, Stefan Scherer, Yannick Benezeth, Plamena Tsvetanova, Susana Tereno
Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with "Small Data". IEEE Trans. Affect. Comput. 13 (1) (2022)
Mathieu Chollet, Stacy Marsella, Stefan Scherer
Training public speaking with virtual social interactions: effectiveness of real-time feedback and delayed feedback. J. Multimodal User Interfaces 16 (1) (2022)
Leili Tavabi, Kalin Stefanov, Larry Zhang, Brian Borsari, Joshua D. Woolley, Stefan Scherer, Mohammad Soleymani
Multimodal Automatic Coding of Client Behavior in Motivational Interviewing. ICMI (2020)
Nikki Hurst, Caitlyn Clabaugh, Rachel Baynes, Jeffrey F. Cohn, Donna Mitroff, Stefan Scherer
Social and Emotional Skills Training with Embodied Moxie. CoRR (2020)
Hendrik Rehage, Stefan Scherer, Matthias Kind
A steady-state precipitation model for flowsheet simulation and its application. Comput. Chem. Eng. 128 (2019)
Xiaolei Huang, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari
Modeling Temporality of Human Intentions by Domain Adaptation. EMNLP (2018)
Aggeliki Vlachostergiou, Mark Dennison, Catherine Neubauer, Stefan Scherer, Peter Khooshabeh, Andre Harrison
Unfolding the External Behavior and Inner Affective State of Teammates through Ensemble Learning: Experimental Evidence from a Dyadic Team Corpus. LREC (2018)
Lixing Liu, Sayan Ghosh, Stefan Scherer
Towards Learning Nuisance-Free Representations of Speech. ICASSP (2018)
Alina Arseniev-Koehler, Sharon Mozgai, Stefan Scherer
What type of happiness are you looking for? - A closer look at detecting mental health from language. CLPsych@NAACL-HTL (2018)
Jason Wu, Sayan Ghosh, Mathieu Chollet, Steven Ly, Sharon Mozgai, Stefan Scherer
NADiA - Towards Neural Network Driven Virtual Human Conversation Agents. AAMAS (2018)
Michelle Renee Morales, Stefan Scherer, Rivka Levitan
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection. CLPsych@NAACL-HTL (2018)
Chanuwas Aswamenakul, Lixing Liu, Kate B. Carey, Joshua Woolley, Stefan Scherer, Brian Borsari
Multimodal Analysis of Client Behavioral Change Coding in Motivational Interviewing. ICMI (2018)
Mathieu Chollet, Pranav Ghate, Stefan Scherer
A Generic Platform for Training Social Skills with Adaptative Virtual Agents. AAMAS (2018)
Jason Wu, Sayan Ghosh, Mathieu Chollet, Steven Ly, Sharon Mozgai, Stefan Scherer
NADiA: Neural Network Driven Virtual Human Conversation Agents. IVA (2018)
Mathieu Chollet, Pranav Ghate, Catherine Neubauer, Stefan Scherer
Influence of Individual Differences when Training Public Speaking with Virtual Audiences. IVA (2018)
Mathieu Chollet, Talie Massachi, Stefan Scherer
Racing Heart and Sweaty Palms - What Influences Users' Self-Assessments and Physiological Signals When Interacting with Virtual Audiences? IVA (2017)
Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
Affect-LM: A Neural Language Model for Customizable Affective Text Generation. ACL (1) (2017)
Gale M. Lucas, Albert A. Rizzo, Jonathan Gratch, Stefan Scherer, Giota Stratou, Jill Boberg, Louis-Philippe Morency
Reporting Mental Health Symptoms: Breaking Down Barriers to Care with Virtual Human Interviewers. Frontiers Robotics AI 4 (2017)
Mathieu Chollet, Stefan Scherer
Perception of Virtual Audiences. IEEE Computer Graphics and Applications 37 (4) (2017)
Torsten Wörtwein, Stefan Scherer
What really matters - An information gain analysis of questions and reactions in automated PTSD screenings. ACII (2017)
Catherine Neubauer, Mathieu Chollet, Sharon Mozgai, Mark Dennison, Peter Khooshabeh, Stefan Scherer
The relationship between task-induced stress, vocal changes, and physiological state during a dyadic team task. ICMI (2017)
Maurizio Mancini, Radoslaw Niewiadomski, Shuji Hashimoto, Mary Ellen Foster, Stefan Scherer, Gualtiero Volpe
Guest Editorial: Towards Machines Able to Deal with Laughter. IEEE Trans. Affect. Comput. 8 (4) (2017)
Jonathan Chang, Stefan Scherer
Learning Representations of Emotional Speech with Deep Convolutional Generative Adversarial Networks. CoRR (2017)
Jonathan Chang, Stefan Scherer
Learning representations of emotional speech with deep convolutional generative adversarial networks. ICASSP (2017)
Michelle Renee Morales, Stefan Scherer, Rivka Levitan
A Cross-modal Review of Indicators for Depression Detection Systems. CLPsych@ACL (2017)
Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
Affect-LM: A Neural Language Model for Customizable Affective Text Generation. CoRR (2017)
Michelle Renee Morales, Stefan Scherer, Rivka Levitan
OpenMM: An Open-Source Multimodal Feature Extraction Tool. INTERSPEECH (2017)
Michael Tsang, Vadim Korolik, Stefan Scherer, Maja J. Mataric
Comparing models for gesture recognition of children's bullying behaviors. ACII (2017)
Mathieu Chollet, Stefan Scherer
Assessing Public Speaking Ability from Thin Slices of Behavior. FG (2017)
Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert Skip Rizzo, John Pestian
Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction. IEEE Trans. Affect. Comput. 8 (2) (2017)
Catherine Neubauer, Sharon Mozgai, Brandon Chuang, Joshua Woolley, Stefan Scherer
Manual and automatic measures confirm - Intranasal oxytocin increases facial expressivity. ACII (2017)
Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Jonathan Gratch, Roddy Cowie, Stefan Scherer, Sharon Mozgai, Nicholas Cummins, Maximilian Schmitt, Maja Pantic
AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. AVEC@ACM Multimedia (2017)
Albert A. Rizzo, Gale M. Lucas, Jonathan Gratch, Giota Stratou, Louis-Philippe Morency, Kenneth Chavez, Russ Shilling, Stefan Scherer
Automatic Behavior Analysis During a Clinical Interview with a Virtual Human. MMVR (2016)
Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres, Stefan Scherer, Giota Stratou, Roddy Cowie, Maja Pantic
AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge. CoRR (2016)
Ulysses Bernardet, Mathieu Chollet, Steve DiPaola, Stefan Scherer
An Architecture for Biologically Grounded Real-Time Reflexive Behavior. IVA (2016)
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
An unsupervised approach to glottal inverse filtering. EUSIPCO (2016)
Michel F. Valstar, Jonathan Gratch, Björn W. Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres, Stefan Scherer, Giota Stratou, Roddy Cowie, Maja Pantic
AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. AVEC@ACM Multimedia (2016)
Stefan Scherer, Gale M. Lucas, Jonathan Gratch, Albert Skip Rizzo, Louis-Philippe Morency
Self-Reported Symptoms of Depression and PTSD Are Associated with Reduced Vowel Space in Screening Interviews. IEEE Trans. Affect. Comput. 7 (1) (2016)
Catherine Neubauer, Joshua Woolley, Peter Khooshabeh, Stefan Scherer
Getting to know you: a multimodal investigation of team behavior and resilience to stress. ICMI (2016)
Mathieu Chollet, Torsten Wörtwein, Louis-Philippe Morency, Stefan Scherer
A Multimodal Corpus for the Assessment of Public Speaking Ability and Anxiety. LREC (2016)
Mathieu Chollet, Nithin Chandrashekhar, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
Manipulating the Perception of Virtual Audiences Using Crowdsourced Behaviors. IVA (2016)
Mathieu Chollet, Helmut Prendinger, Stefan Scherer
Native vs. non-native language fluency implications on multimodal interaction for interpersonal skills training. ICMI (2016)
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
Representation Learning for Speech Emotion Recognition. INTERSPEECH (2016)
Stefan Scherer
Multimodal Behavior Analytics for Interactive Technologies. Künstliche Intell. 30 (1) (2016)
Sayan Ghosh, Eugene Laksana, Louis-Philippe Morency, Stefan Scherer
Learning Representations of Affect from Speech. CoRR (2015)
Friedhelm Schwenker, Stefan Scherer, Louis-Philippe Morency
Preface of pattern recognition in human computer interaction. Pattern Recognit. Lett. 66 (2015)
Maarten Brilman, Stefan Scherer
A Multimodal Predictive Model of Successful Debaters or How I Learned to Sway Votes. ACM Multimedia (2015)
Torsten Wörtwein, Louis-Philippe Morency, Stefan Scherer
Automatic assessment and analysis of public speaking anxiety: A virtual audience case study. ACII (2015)
Marcelo Worsley, Stefan Scherer, Louis-Philippe Morency, Paulo Blikstein
Exploring Behavior Representation for Learning Analytics. ICMI (2015)
Louis-Philippe Morency, Giota Stratou, David DeVault, Arno Hartholt, Margot Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
SimSensei Demonstration: A Perceptive Virtual Human Interviewer for Healthcare Applications. AAAI (2015)
Giota Stratou, Louis-Philippe Morency, David DeVault, Arno Hartholt, Edward Fast, Margaux Lhommet, Gale M. Lucas, Fabrizio Morbini, Kallirroi Georgila, Stefan Scherer, Jonathan Gratch, Stacy Marsella, David R. Traum, Albert A. Rizzo
A demonstration of the perception system in SimSensei, a virtual human application for healthcare interviews. ACII (2015)
Han Suk Shim, Sunghyun Park, Moitreya Chatterjee, Stefan Scherer, Kenji Sagae, Louis-Philippe Morency
Acoustic and para-verbal indicators of persuasiveness in social multimedia. ICASSP (2015)
Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency
I Can Already Guess Your Answer: Predicting Respondent Reactions during Dyadic Negotiation. IEEE Trans. Affect. Comput. 6 (2) (2015)
Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency
Automatic nonverbal behavior indicators of depression and PTSD: the effect of gender. J. Multimodal User Interfaces 9 (1) (2015)
Sayan Ghosh, Eugene Laksana, Stefan Scherer, Louis-Philippe Morency
A multi-label convolutional neural network approach to cross-domain action unit detection. ACII (2015)
Edmondo Trentin, Stefan Scherer, Friedhelm Schwenker
Emotion recognition from speech signals via a probabilistic echo-state network. Pattern Recognit. Lett. 66 (2015)
Mathieu Chollet, Kalin Stefanov, Helmut Prendinger, Stefan Scherer
Public Speaking Training with a Multimodal Interactive Virtual Audience Framework. ICMI (2015)
Mathieu Chollet, Torsten Wörtwein, Louis-Philippe Morency, Ari Shapiro, Stefan Scherer
Exploring feedback strategies to improve public speaking: an interactive virtual audience framework. UbiComp (2015)
Moitreya Chatterjee, Sunghyun Park, Louis-Philippe Morency, Stefan Scherer
Combining Two Perspectives on Classifying Multimodal Data for Recognizing Speaker Traits. ICMI (2015)
Gale M. Lucas, Jonathan Gratch, Stefan Scherer, Jill Boberg, Giota Stratou
Towards an affective interface for assessment of psychological distress. ACII (2015)
Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian
Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. ICASSP (2015)
Torsten Wörtwein, Mathieu Chollet, Boris Schauerte, Louis-Philippe Morency, Rainer Stiefelhagen, Stefan Scherer
Multimodal Public Speaking Performance Assessment. ICMI (2015)
Nicholas Cummins, Stefan Scherer, Jarek Krajewski, Sebastian Schnieder, Julien Epps, Thomas F. Quatieri
A review of depression and suicide risk assessment using speech analysis. Speech Commun. 71 (2015)
Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert A. Rizzo, John Pestian
Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors. SLT (2014)
Stefan Scherer, Zakia Hammal, Ying Yang, Louis-Philippe Morency, Jeffrey F. Cohn
Dyadic Behavior Analysis in Depression Severity Assessment Interviews. ICMI (2014)
Jonathan Gratch, Ron Artstein, Gale M. Lucas, Giota Stratou, Stefan Scherer, Angela Nazarian, Rachel Wood, Jill Boberg, David DeVault, Stacy Marsella, David R. Traum, Skip Rizzo, Louis-Philippe Morency
The Distress Analysis Interview Corpus of human and computer interviews. LREC (2014)
Mathieu Chollet, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
An interactive virtual audience platform for public speaking training. AAMAS (2014)
Céline De Looze, Stefan Scherer, Brian Vaughan, Nick Campbell
Investigating automatic measurements of prosodic accommodation and its dynamics in social interaction. Speech Commun. 58 (2014)
Gilles Degottex, John Kane, Thomas Drugman, Tuomo Raitio, Stefan Scherer
COVAREP - A collaborative voice analysis repository for speech technologies. ICASSP (2014)
Stefan Scherer, Giota Stratou, Gale M. Lucas, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
Automatic audiovisual behavior descriptors for psychological disorder analysis. Image Vis. Comput. 32 (10) (2014)
David DeVault, Ron Artstein, Grace Benn, Teresa Dey, Edward Fast, Alesia Gainer, Kallirroi Georgila, Jonathan Gratch, Arno Hartholt, Margaux Lhommet, Gale M. Lucas, Stacy Marsella, Fabrizio Morbini, Angela Nazarian, Stefan Scherer, Giota Stratou, Apar Suri, David R. Traum, Rachel Wood, Yuyu Xu, Albert A. Rizzo, Louis-Philippe Morency
SimSensei kiosk: a virtual human interviewer for healthcare decision support. AAMAS (2014)
Moitreya Chatterjee, Giota Stratou, Stefan Scherer, Louis-Philippe Morency
Context-based signal descriptors of heart-rate variability for anxiety assessment. ICASSP (2014)
Stacy Marsella, Yuyu Xu, Margaux Lhommet, Andrew W. Feng, Stefan Scherer, Ari Shapiro
Virtual character performance from speech. Symposium on Computer Animation (2013)
Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency
Mutual Behaviors during Dyadic Negotiation: Automatic Prediction of Respondent Reactions. ACII (2013)
Louis-Philippe Morency, Sharon L. Oviatt, Stefan Scherer, Nadir Weibel, Marcelo Worsley
ICMI 2013 grand challenge workshop on multimodal learning analytics. ICMI (2013)
Ligia Maria Batrinca, Giota Stratou, Ari Shapiro, Louis-Philippe Morency, Stefan Scherer
Cicero - Towards a Multimodal Virtual Audience Platform for Public Speaking Training. IVA (2013)
Jonathan Gratch, Louis-Philippe Morency, Stefan Scherer, Giota Stratou, Jill Boberg, Sebastian Koenig, Todd Adamson, Albert A. Rizzo
User-State Sensing for Virtual Health Agents and TeleHealth Applications. MMVR (2013)
Stefan Scherer, Giota Stratou, Marwa Mahmoud, Jill Boberg, Jonathan Gratch, Albert A. Rizzo, Louis-Philippe Morency
Automatic behavior descriptors for psychological disorder analysis. FG (2013)
Stefan Scherer, John Kane, Christer Gobl, Friedhelm Schwenker
Investigating fuzzy-input fuzzy-output support vector machines for robust voice quality classification. Comput. Speech Lang. 27 (1) (2013)
Stacy Marsella, Ari Shapiro, Andrew W. Feng, Yuyu Xu, Margaux Lhommet, Stefan Scherer
Towards higher quality character performance in previz. DigiPro (2013)
Martin Schels, Stefan Scherer, Michael Glodek, Hans A. Kestler, Günther Palm, Friedhelm Schwenker
On the discovery of events in EEG data utilizing information fusion. Comput. Stat. 28 (1) (2013)
Stefan Scherer, Giota Stratou, Jonathan Gratch, Louis-Philippe Morency
Investigating voice quality as a speaker-independent indicator of depression and PTSD. INTERSPEECH (2013)
John Kane, Stefan Scherer, Matthew P. Aylett, Louis-Philippe Morency, Christer Gobl
Speaker and language independent voice quality classification applied to unlabelled corpora of expressive speech. ICASSP (2013)
Stefan Scherer, Giota Stratou, Louis-Philippe Morency
Audiovisual behavior descriptors for depression assessment. ICMI (2013)
David DeVault, Kallirroi Georgila, Ron Artstein, Fabrizio Morbini, David R. Traum, Stefan Scherer, Albert Skip Rizzo, Louis-Philippe Morency
Verbal indicators of psychological distress in interactive dialogue with a virtual human. SIGDIAL Conference (2013)
Stefan Scherer, John Pestian, Louis-Philippe Morency
Investigating the speech characteristics of suicidal adolescents. ICASSP (2013)
Elnaz Nouri, Sunghyun Park, Stefan Scherer, Jonathan Gratch, Peter J. Carnevale, Louis-Philippe Morency, David R. Traum
Prediction of strategy and outcome as negotiation unfolds by using basic verbal and behavioral features. INTERSPEECH (2013)
John Kane, Stefan Scherer, Louis-Philippe Morency, Christer Gobl
A comparative study of glottal open quotient estimation techniques. INTERSPEECH (2013)
Giota Stratou, Stefan Scherer, Jonathan Gratch, Louis-Philippe Morency
Automatic Nonverbal Behavior Indicators of Depression and PTSD: Exploring Gender Differences. ACII (2013)
Céline De Looze, Stefan Scherer, Brian Vaughan, Nick Campbell
Vers un mesure automatique de l'adaptation prosodique en interaction conversationnelle (Automatic measurement of prosodic accommodation in conversational interaction) [in French]. JEP-TALN-RECITAL 2012 (2012)
Stefan Scherer, John Kane, Christer Gobl, Friedhelm Schwenker
The Effect of Fuzzy Training Targets on Voice Quality Classification. MPRSS (2012)
Stefan Scherer, Stacy Marsella, Giota Stratou, Yuyu Xu, Fabrizio Morbini, Alesia Egan, Albert A. Rizzo, Louis-Philippe Morency
Perception Markup Language: Towards a Standardized Representation of Perceived Nonverbal Behaviors. IVA (2012)
Stefan Scherer, Marcelo Worsley, Louis-Philippe Morency
1st international workshop on multimodal learning analytics: extended abstract. ICMI (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stefan Scherer