Exploiting a Vowel Based Approach for Acted Emotion Recognition. - Fabien Ringeval; Mohamed Chetouani (COST 2102 Workshop (Patras), 2007)

A vowel based approach for acted emotion recognition. - Fabien Ringeval; Mohamed Chetouani (INTERSPEECH, 2008)

Automatic prosodic disorders analysis for impaired communication children. - Fabien Ringeval; Mohamed Chetouani; David Sztahó; Klára Vicsi (WOCCI, 2008)

Maximising Audiovisual Correlation with Automatic Lip Tracking and Vowel Based Segmentation. - Andrew Abel; Amir Hussain 001; Quoc Dinh Nguyen; Fabien Ringeval; Mohamed Chetouani; Maurice Milgram (COST 2101/2102 Conference, 2009)

Time-Scale Feature Extractions for Emotional Speech Characterization. - Mohamed Chetouani; Ammar Mahdhaoui; Fabien Ringeval (Cogn. Comput., 2009)

Automatic Intonation Recognition for the Prosodic Assessment of Language-Impaired Children. - Fabien Ringeval; Jean Demouy; György Szaszák; Mohamed Chetouani; L. Robel; Jean Xavier; David Cohen; Monique Plaza (IEEE Trans. Speech Audio Process., 2011)

Ancrages et modèles dynamiques de la prosodie : application à la reconnaissance des émotions actées et spontanées. (Speech anchor and dynamic models of prosody : application to acted and spontaneous emotion recognition). - Fabien Ringeval (2011)

Novel Metrics of Speech Rhythm for the Assessment of Emotion. - Fabien Ringeval; Mohamed Chetouani; Björn W. Schuller (INTERSPEECH, 2012)

On the Influence of Emotional Feedback on Emotion Awareness and Gaze Behavior. - Fabien Ringeval; Andreas Sonderegger; Basilio Noris; Aude Billard; Jürgen S. Sauer; Denis Lalanne (ACII, 2013)

Introducing the RECOLA multimodal corpus of remote collaborative and affective interactions. - Fabien Ringeval; Andreas Sonderegger; Jürgen S. Sauer; Denis Lalanne (FG, 2013)

Computer-Supported Work in Partially Distributed and Co-located Teams: The Influence of Mood Feedback. - Andreas Sonderegger; Denis Lalanne; Luisa Bergholz; Fabien Ringeval; Jürgen S. Sauer (INTERACT (2), 2013)

The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Alessandro Vinciarelli; Klaus R. Scherer; Fabien Ringeval; Mohamed Chetouani; Felix Weninger; Florian Eyben; Erik Marchi; Marcello Mortillaro; Hugues Salamin; et al. (INTERSPEECH, 2013)

Emotion Recognition in the Wild: Incorporating Voice and Lip Activity in Multimodal Decision-Level Fusion. - Fabien Ringeval; Shahin Amiriparian; Florian Eyben; Klaus R. Scherer; Björn W. Schuller (ICMI, 2014)

The INTERSPEECH 2014 computational paralinguistics challenge: cognitive & physical load. - Björn W. Schuller; Stefan Steidl; Anton Batliner; Julien Epps; Florian Eyben; Fabien Ringeval; Erik Marchi; Yue Zhang 014 (INTERSPEECH, 2014)

Bird sounds classification by large scale acoustic features and extreme learning machine. - Kun Qian 003; Zixing Zhang 001; Fabien Ringeval; Björn W. Schuller (GlobalSIP, 2015)

Face reading from speech - predicting facial action units from audio cues. - Fabien Ringeval; Erik Marchi; Marc Mehu; Klaus R. Scherer; Björn W. Schuller (INTERSPEECH, 2015)

The ICL-TUM-PASSAU Approach for the MediaEval 2015 "Affective Impact of Movies" Task. - George Trigeorgis; Eduardo Coutinho; Fabien Ringeval; Erik Marchi; Stefanos Zafeiriou; Björn W. Schuller (MediaEval, 2015)

AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Roddy Cowie; Maja Pantic (ACM Multimedia, 2015)

AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Shashank Jaiswal; Erik Marchi; Denis Lalanne; Roddy Cowie; Maja Pantic (AVEC@ACM Multimedia, 2015)

Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data. - Fabien Ringeval; Florian Eyben; Eleni Kroupi; Anil Yüce; Jean-Philippe Thiran; Touradj Ebrahimi; Denis Lalanne; Björn W. Schuller (Pattern Recognit. Lett., 2015)

Towards Cross-lingual Automatic Diagnosis of Autism Spectrum Condition in Children's Voices. - Maximilian Schmitt; Erik Marchi; Fabien Ringeval; Björn W. Schuller (ITG Symposium on Speech Communication, 2016)

Pairwise Decomposition with Deep Neural Networks and Multiscale Kernel Subspace Learning for Acoustic Scene Classification. - Erik Marchi; Dario Tonelli; Xinzhou Xu; Fabien Ringeval; Jun Deng; Stefano Squartini; Björn W. Schuller (DCASE, 2016)

Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network. - George Trigeorgis; Fabien Ringeval; Raymond Brueckner; Erik Marchi; Mihalis A. Nicolaou; Björn W. Schuller; Stefanos Zafeiriou (ICASSP, 2016)

Enhanced semi-supervised learning for multimodal emotion recognition. - Zixing Zhang 001; Fabien Ringeval; Bin Dong; Eduardo Coutinho; Erik Marchi; Björn W. Schuller (ICASSP, 2016)

Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio. - Felix Weninger; Fabien Ringeval; Erik Marchi; Björn W. Schuller (IJCAI, 2016)

Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children. - Fabien Ringeval; Erik Marchi; Charline Grossard; Jean Xavier; Mohamed Chetouani; David Cohen; Björn W. Schuller (INTERSPEECH, 2016)

At the Border of Acoustics and Linguistics: Bag-of-Audio-Words for the Recognition of Emotions in Speech. - Maximilian Schmitt; Fabien Ringeval; Björn W. Schuller (INTERSPEECH, 2016)

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks. - Zixing Zhang 001; Fabien Ringeval; Jing Han 010; Jun Deng; Erik Marchi; Björn W. Schuller (INTERSPEECH, 2016)

Spectral and Cepstral Audio Noise Reduction Techniques in Speech Emotion Recognition. - Jouni Pohjalainen; Fabien Ringeval; Zixing Zhang 001; Björn W. Schuller (ACM Multimedia, 2016)

Summary for AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. - Michel F. Valstar; Jonathan Gratch; Björn W. Schuller; Fabien Ringeval; Roddy Cowie; Maja Pantic (ACM Multimedia, 2016)

AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge. - Michel F. Valstar; Jonathan Gratch; Björn W. Schuller; Fabien Ringeval; Denis Lalanne; Mercedes Torres; Stefan Scherer; Giota Stratou; Roddy Cowie; Maja Pantic (AVEC@ACM Multimedia, 2016)

Speech-based Diagnosis of Autism Spectrum Condition by Generative Adversarial Network Representations. - Jun Deng; Nicholas Cummins; Maximilian Schmitt; Kun Qian 003; Fabien Ringeval; Björn W. Schuller (DH, 2017)

Reconstruction-error-based learning for continuous emotion recognition in speech. - Jing Han 010; Zixing Zhang 001; Fabien Ringeval; Björn W. Schuller (ICASSP, 2017)

Prediction-based learning for continuous emotion recognition in speech. - Jing Han 010; Zixing Zhang 001; Fabien Ringeval; Björn W. Schuller (ICASSP, 2017)

End-to-end learning for dimensional emotion recognition from physiological signals. - Gil Keren; Tobias Kirschstein; Erik Marchi; Fabien Ringeval; Björn W. Schuller (ICME, 2017)

Summary for AVEC 2017: Real-life Depression and Affect Challenge and Workshop. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Jonathan Gratch; Roddy Cowie; Maja Pantic (ACM Multimedia, 2017)

AVEC 2017: Real-life Depression, and Affect Recognition Workshop and Challenge. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Jonathan Gratch; Roddy Cowie; Stefan Scherer; Sharon Mozgai; Nicholas Cummins; Maximilian Schmitt; Maja Pantic (AVEC@ACM Multimedia, 2017)

Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals. - Jing Han 010; Zixing Zhang 001; Nicholas Cummins; Fabien Ringeval; Björn W. Schuller (Image Vis. Comput., 2017)

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models. - Arianna Mencattini; Eugenio Martinelli; Fabien Ringeval; Björn W. Schuller; Corrado Di Natale (IEEE Trans. Affect. Comput., 2017)

Towards Conditional Adversarial Training for Predicting Emotions from Speech. - Jing Han 010; Zixing Zhang 001; Zhao Ren; Fabien Ringeval; Björn W. Schuller (ICASSP, 2018)

Automatic Recognition of Affective Laughter in Spontaneous Dyadic Interactions from Audiovisual Signals. - Reshmashree B. Kantharaju; Fabien Ringeval; Laurent Besacier (ICMI, 2018)

Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech. - Jing Han 010; Zixing Zhang 001; Maximilian Schmitt; Zhao Ren; Fabien Ringeval; Björn W. Schuller (INTERSPEECH, 2018)

AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Roddy Cowie; Heysem Kaya; Maximilian Schmitt; Shahin Amiriparian; Nicholas Cummins; Denis Lalanne; Adrien Michaud; Elvan Çiftçi; Hüseyin Güleç; et al. (AVEC@MM, 2018)

Summary for AVEC 2018: Bipolar Disorder and Cross-Cultural Affect Recognition. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Roddy Cowie; Maja Pantic (ACM Multimedia, 2018)

Leveraging Unlabeled Data for Emotion Recognition With Enhanced Collaborative Semi-Supervised Learning. - Zixing Zhang 001; Jing Han 010; Jun Deng; Xinzhou Xu; Fabien Ringeval; Björn W. Schuller (IEEE Access, 2018)

A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. - Shaoling Jing; Xia Mao; Lijiang Chen; Maria Colomba Comes; Arianna Mencattini; Grazia Raguso; Fabien Ringeval; Björn W. Schuller; Corrado Di Natale; Eugenio Martinelli (Speech Commun., 2018)

Introduction to the Special Section on Multimedia Computing and Applications of Socio-Affective Behaviors in the Wild. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Jonathan Gratch; Roddy Cowie; Maja Pantic (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Context-Aware Voice-Based Interaction in Smart Home - VocADom@A4H Corpus Collection and Empirical Assessment of Its Usefulness. - François Portet; Sybille Caffiau; Fabien Ringeval; Michel Vacher; Nicolas Bonnefond; Solange Rossato; Benjamin Lecouteux; Thierry Desot (DASC/PiCom/DataCom/CyberSciTech, 2019)

AVEC'19: Audio/Visual Emotion Challenge and Workshop. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Nicholas Cummins; Roddy Cowie; Maja Pantic (ACM Multimedia, 2019)

AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. - Fabien Ringeval; Björn W. Schuller; Michel F. Valstar; Nicholas Cummins; Roddy Cowie; Leili Tavabi; Maximilian Schmitt; Sina Alisamir; Shahin Amiriparian; Eva-Maria Meßner; Siyang Song; Shuo Liu 012; et al. (AVEC@MM, 2019)

From Speech to Facial Activity: Towards Cross-modal Sequence-to-Sequence Attention Networks. - Lukas Stappen; Vincent Karas; Nicholas Cummins; Fabien Ringeval; Klaus R. Scherer; Björn W. Schuller (MMSP, 2019)

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. - Jean Kossaifi; Robert Walecki; Yannis Panagakis; Jie Shen 008; Maximilian Schmitt; Fabien Ringeval; Jing Han 010; Vedhas Pandit; Björn W. Schuller; Kam Star; Elnar Hajiyev; Maja Pantic (CoRR, 2019)

Affective and behavioural computing: Lessons learnt from the First Computational Paralinguistics Challenge. - Björn W. Schuller; Felix Weninger; Yue Zhang 014; Fabien Ringeval; Anton Batliner; Stefan Steidl; Florian Eyben; Erik Marchi; Alessandro Vinciarelli; Klaus R. Scherer; Mohamed Chetouani; Marcello Mortillaro (Comput. Speech Lang., 2019)

THERADIA: Digital Therapies Augmented by Artificial Intelligence. - Franck Tarpin-Bernard; Joan Fruitet; Jean-Philippe Vigne; Patrick Constant; Hanna Chainay; Olivier Koenig; Fabien Ringeval; Béatrice Bouchot; Gérard Bailly; François Portet; Sina Alisamir; Yongxin Zhou 004; et al. (AHFE (1), 2021)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (Interspeech, 2021)

Social Signals and Multimedia: Past, Present, Future. - Hayley Hung; Cathal Gurrin; Martha A. Larson; Hatice Gunes; Fabien Ringeval; Elisabeth André; Louis-Philippe Morency (ACM Multimedia, 2021)

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (NeurIPS Datasets and Benchmarks, 2021)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (CoRR, 2021)

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. - Jean Kossaifi; Robert Walecki; Yannis Panagakis; Jie Shen 008; Maximilian Schmitt; Fabien Ringeval; Jing Han 010; Vedhas Pandit; Antoine Toisoul; Björn W. Schuller; Kam Star; Elnar Hajiyev; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

On the Evolution of Speech Representations for Affective Computing: A brief history and critical overview. - Sina Alisamir; Fabien Ringeval (IEEE Signal Process. Mag., 2021)

Multi-Corpus Affect Recognition with Emotion Embeddings and Self-Supervised Representations of Speech. - Sina Alisamir; Fabien Ringeval; François Portet (ACII, 2022)

Effectiveness of French Language Models on Abstractive Dialogue Summarization Task. - Yongxin Zhou 004; François Portet; Fabien Ringeval (LREC, 2022)

Dynamic Time-Alignment of Dimensional Annotations of Emotion using Recurrent Neural Networks. - Sina Alisamir; Fabien Ringeval; François Portet (CoRR, 2022)

Cross-domain Voice Activity Detection with Self-Supervised Representations. - Sina Alisamir; Fabien Ringeval; François Portet (CoRR, 2022)

A Survey of Evaluation Methods of Generated Medical Textual Reports. - Yongxin Zhou 004; Fabien Ringeval; François Portet (ClinicalNLP@ACL, 2023)

Speaker Identification Enhancement Using Emotional Features. - Jihed Jabnoun; Ahmed Zrigui; Anwer Slimi; Fabien Ringeval; Didier Schwab; Mounir Zrigui (ICCCI, 2023)

Verbal and nonverbal feedback signals in response to increasing levels of miscommunication. - Maeva Garnier; Éric Le Ferrand; Fabien Ringeval (INTERSPEECH, 2023)

REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Germán Barquero; Cristina Palmero; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (ACM Multimedia, 2023)

REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Germán Barquero; Cristina Palmero; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (CoRR, 2023)

Evaluating Emotional Nuances in Dialogue Summarization. - Yongxin Zhou 004; Fabien Ringeval; François Portet (CoRR, 2023)

Can GPT models Follow Human Summarization Guidelines? Evaluating ChatGPT and GPT-4 for Dialogue Summarization. - Yongxin Zhou 004; Fabien Ringeval; François Portet (CoRR, 2023)

PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization. - Yongxin Zhou 004; Fabien Ringeval; François Portet (LREC/COLING, 2024)

Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. - Vincent Segonne; Aidan Mannion; Laura Cristina Alonzo Canul; Alexandre Daniel Audibert; Xingyu Liu; Cécile Macaire; Adrien Pupier; Yongxin Zhou 004; Mathilde Aguiar; Felix Herron; Magali Norré; Massih-Reza Amini; et al. (LREC/COLING, 2024)

REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Cristina Palmero; Germán Barquero; Hengde Zhu; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (FG, 2024)

EVAC 2024 - Empathic Virtual Agent Challenge: Appraisal-based Recognition of Affective States. - Fabien Ringeval; Björn W. Schuller; Gérard Bailly; Safaa Azzakhnini; Hippolyte Fournier (ICMI, 2024)

Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français. - Vincent Segonne; Aidan Mannion; Laura Cristina Alonzo Canul; Alexandre Audibert; Xingyu Liu; Cécile Macaire; Adrien Pupier; Yongxin Zhou 004; Mathilde Aguiar; Felix Herron; Magali Norré; Massih-Reza Amini; et al. (TALN (2), 2024)

THERADIA WoZ: An Ecological Corpus for Appraisal-based Affect Research in Healthcare. - Hippolyte Fournier; Sina Alisamir; Safaa Azzakhnini; Hanna Chainay; Olivier Koenig; Isabella Zsoldos; Eléeonore Trân; Gérard Bailly; Frédéric Elisei; Béatrice Bouchot; Brice Varini; Patrick Constant; et al. (CoRR, 2024)

LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. - Titouan Parcollet; Ha Nguyen; Solène Evain; Marcely Zanon Boito; Adrien Pupier; Salima Mdhaffar; Hang Le 001; Sina Alisamir; Natalia A. Tomashenko; Marco Dinarelli; Shucong Zhang; Alexandre Allauzen; et al. (Comput. Speech Lang., 2024)

Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains: Data. - Vincent Segonne; Aidan Mannion; Laura Cristina Alonzo Canul; Alexandre Audibert; Xingyu Liu; Cécile Macaire; Adrien Pupier; Yongxin Zhou 004; Mathilde Aguiar; Felix Herron; Magali Norré; Massih-Reza Amini; et al. (Zenodo, 2024)

Beyond Static Emotions: Leveraging Multitask Learning to Model Dynamics of Dimensional Affect in Speech. - Yuxuan Zhang; Hippolyte Fournier; Ruslan Kalitvianski; Marco Dinarelli; Fabien Ringeval (TSD (1), 2025)

REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Xiangyu Kong; Hengde Zhu; Cheng Luo; Cristina Palmero; Germán Barquero; Sergio Escalera; Michel F. Valstar; Mohamed Daoudi; Tobias Baur 001; Fabien Ringeval; et al. (CoRR, 2025)