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Emotion recognition from unimodal to multimodal analysis: A review
K Ezzameli, H Mahersia - Information Fusion, 2023 - Elsevier
The omnipresence of numerous information sources in our daily life brings up new
alternatives for emotion recognition in several domains including e-health, e-learning …
alternatives for emotion recognition in several domains including e-health, e-learning …
Multimodal emotion recognition with deep learning: advancements, challenges, and future directions
In recent years, affective computing has become a topic of considerable interest, driven by
its ability to enhance several domains, such as mental health monitoring, human–computer …
its ability to enhance several domains, such as mental health monitoring, human–computer …
A review of dynamic datasets for facial expression research
Temporal dynamics have been increasingly recognized as an important component of facial
expressions. With the need for appropriate stimuli in research and application, a range of …
expressions. With the need for appropriate stimuli in research and application, a range of …
Survey on emotional body gesture recognition
Automatic emotion recognition has become a trending research topic in the past decade.
While works based on facial expressions or speech abound, recognizing affect from body …
While works based on facial expressions or speech abound, recognizing affect from body …
The MUG facial expression database
N Aifanti, C Papachristou… - … Workshop on Image …, 2010 - ieeexplore.ieee.org
This paper presents a new extended collection of posed and induced facial expression
image sequences. All sequences were captured in a controlled laboratory environment with …
image sequences. All sequences were captured in a controlled laboratory environment with …
DEMoS: an Italian emotional speech corpus: Elicitation methods, machine learning, and perception
E Parada-Cabaleiro, G Costantini, A Batliner… - Language Resources …, 2020 - Springer
Abstract We present DEMoS (Database of Elicited Mood in Speech), a new, large database
with Italian emotional speech: 68 speakers, some 9 k speech samples. As Italian is under …
with Italian emotional speech: 68 speakers, some 9 k speech samples. As Italian is under …
Towards a small set of robust acoustic features for emotion recognition: challenges
M Tahon, L Devillers - … ACM transactions on audio, speech, and …, 2015 - ieeexplore.ieee.org
The search of a small acoustic feature set for emotion recognition faces three main
challenges. Such a feature set must be robust to large diversity of contexts in real-life …
challenges. Such a feature set must be robust to large diversity of contexts in real-life …
Context-aware personality inference in dyadic scenarios: Introducing the udiva dataset
This paper introduces UDIVA, a new non-acted dataset of face-to-face dyadic interactions,
where interlocutors perform competitive and collaborative tasks with different behavior …
where interlocutors perform competitive and collaborative tasks with different behavior …
On-line emotion recognition in a 3-D activation-valence-time continuum using acoustic and linguistic cues
For many applications of emotion recognition, such as virtual agents, the system must select
responses while the user is speaking. This requires reliable on-line recognition of the user's …
responses while the user is speaking. This requires reliable on-line recognition of the user's …
Exploring contactless techniques in multimodal emotion recognition: insights into diverse applications, challenges, solutions, and prospects
In recent years, emotion recognition has received significant attention, presenting a plethora
of opportunities for application in diverse fields such as human–computer interaction …
of opportunities for application in diverse fields such as human–computer interaction …