AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition

F Ringeval, B Schuller, M Valstar, N Cummins… - Proceedings of the 9th …, 2019 - dl.acm.org
The Audio/Visual Emotion Challenge and Workshop (AVEC 2019)'State-of-Mind, Detecting
Depression with AI, and Cross-cultural Affect Recognition'is the ninth competition event …

Transformer encoder with multi-modal multi-head attention for continuous affect recognition

H Chen, D Jiang, H Sahli - IEEE Transactions on Multimedia, 2020 - ieeexplore.ieee.org
Continuous affect recognition is becoming an increasingly attractive research topic in
affective computing. Previous works mainly focused on modelling the temporal dependency …

Visual-to-EEG cross-modal knowledge distillation for continuous emotion recognition

S Zhang, C Tang, C Guan - Pattern Recognition, 2022 - Elsevier
Visual modality is one of the most dominant modalities for current continuous emotion
recognition methods. Compared to which the EEG modality is relatively less sound due to its …

Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset

DC Ong, Z Wu, ZX Tan, M Reddan… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Human emotions unfold over time, and more affective computing research has to prioritize
capturing this crucial component of real-world affect. Modeling dynamic emotional stimuli …

[PDF][PDF] Continuous emotion recognition in speech: do we need recurrence?

M Schmitt, N Cummins, B Schuller - 2019 - opus.bibliothek.uni-augsburg.de
Emotion recognition in speech is a meaningful task in affective computing and human-
computer interaction. As human emotion is a frequently changing state, it is usually …

Predicting depression and emotions in the cross-roads of cultures, para-linguistics, and non-linguistics

H Kaya, D Fedotov, D Dresvyanskiy, M Doyran… - Proceedings of the 9th …, 2019 - dl.acm.org
Cross-language, cross-cultural emotion recognition and accurate prediction of affective
disorders are two of the major challenges in affective computing today. In this work, we …

Evidence for cultural differences in affect during mother–infant interactions

M Abu Salih, M Abargil, S Badarneh, N klein Selle… - Scientific Reports, 2023 - nature.com
Maternal care is considered a universal and even cross-species set of typical behaviors,
which are necessary to determine the social development of children. In humans, most …

Jointly aligning and predicting continuous emotion annotations

S Khorram, MG McInnis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Time-continuous dimensional descriptions of emotions (eg, arousal, valence) allow
researchers to characterize short-time changes and to capture long-term trends in emotion …

Affect-salient event sequence modelling for continuous speech emotion recognition

Y Dong, X Yang - Neurocomputing, 2021 - Elsevier
Continuous speech emotion recognition, which faces the problems of delay caused by
annotators' reaction time and noise caused by non-emotional segments, is a challenging …

Continuous emotion prediction from speech: Modelling ambiguity in emotion

D Bose - 2023 - unsworks.unsw.edu.au
There is growing interest in emotion research to model perceived emotion labelled as
intensities along the affect dimensions such as arousal and valence. These labels are …