Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data
Ringeval, Fabien, Eyben, Florian, Kroupi, Eleni, Yuce, Anil, Thiran, Jean-Philippe, Ebrahimi, Touradj, Lalanne, Denis, Schuller, Björn·2015·Pattern Recognition Letters
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- Speech-based affective computing using attention with multimodal fusionYue Gu · 2020
- A Comprehensive Investigation on Emotional Detection in Deep LearningMamta Anand, S. Babu · 2022 · International Journal of Scientific Research in Computer Science Engineering and Information Technology
- Hybrid approaches for context recognition in Ambient Assisted Living systems : application to emotion recognition and human activity recognition and anticipationHazem Abdelkawy · 2021 · theses.fr (ABES)
- Decoupling Temporal Dynamics for Naturalistic Affect Recognition in a Two-Stage Regression FrameworkYona Falinie A. Gaus, Hongying Meng, Asim Jan · 2017 · IEEE International Conference on Cybernetics (CYBCONF)
- Linear and Non-Linear Multimodal Fusion for Continuous Affect Estimation In-the-WildYona Falinie A. Gaus, Hongying Meng · 2018 · International Conference on Automatic Face and Gesture Recognition
- Hyper-Parameter Optimization for Emotion Detection using Physiological SignalsAmani Abdulrahman Albraikan, Diana P. Tobón, Abdulmotaleb El Saddik · 2018 · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
- Decision Rule Ensemble Formation Via a Multicriteria Evolutionary Algorithm for the Problem of Human Emotion Analysis in Audio DataA S Polyakova, L. V. Lipinskiy · 2019 · Herald of the Bauman Moscow State Technical University Series Instrument Engineering
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