AIMC Topic: Emotions

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Building a Gender-Bias-Resistant Super Corpus as a Deep Learning Baseline for Speech Emotion Recognition.

Sensors (Basel, Switzerland) Mar 22, 2025
The focus on Speech Emotion Recognition has dramatically increased in recent years, driven by the need for automatic speech-recognition-based systems and intelligent assistants to enhance user experience by incorporating emotional content. While deep...
Humans Female Emotions Male Deep Learning Speech
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Day-to-day dynamics of facial emotion expressions in posttraumatic stress disorder.

Journal of affective disorders Mar 21, 2025
Facial expressions are an essential component of emotions that may reveal mechanisms maintaining posttraumatic stress disorder (PTSD). However, most research on emotions in PTSD has relied on self-reports, which only capture subjective affect. The fe...
Humans Female Adult Emotions Male Facial Expression Facial Recognition Middle Aged Stress Disorders, Post-Traumatic
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Multidisciplinary characterization of embarrassment through behavioral and acoustic modeling.

Scientific reports Mar 20, 2025
Embarrassment is a social emotion that shares many characteristics with social anxiety (SA). Most people experience embarrassment in their daily lives, but it is quite overlooked in research. We characterized embarrassment through an interdisciplinar...
Emotions Acoustics Adult Male Anxiety Female Young Adult Humans Machine Learning
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A randomized controlled trial of the effects of dog-assisted versus robot dog-assisted therapy for children with autism or Down syndrome.

PloS one Mar 19, 2025
Research with controlled or crossover designs in animal-assisted therapy have largely used control groups receiving no treatment or treatment as usual, which can potentially inflate the effects of these interventions. It is therefore not always clear...
Animal Assisted Therapy Child Animals Down Syndrome Male Humans Treatment Outcome Autistic Disorder Adolescent Emotions Female Robotics Dogs
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Exploring emotional climate recognition in peer conversations through bispectral features and affect dynamics.

Computer methods and programs in biomedicine Mar 18, 2025
BACKGROUND AND OBJECTIVE: Emotion recognition in conversations using artificial intelligence (AI) has gained significant attention due to its potential to provide insights into human social behavior. This study extends AI-based emotion recognition to...
Emotions Peer Group Humans Artificial Intelligence Machine Learning Speech
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The analysis of Chinese National ballad composition education based on artificial intelligence and deep learning.

Scientific reports Mar 17, 2025
This study focuses on generating national ballads with ethnic characteristics through algorithms, and exploring the application of artificial intelligence in music composition. As an important component of Chinese traditional culture, national ballad...
Humans Neural Networks, Computer Artificial Intelligence Music China Algorithms Emotions Deep Learning Markov Chains
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Deep learning and robotics enabled approach for audio based emotional pragmatics deficits identification in social communication disorders.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Mar 13, 2025
The aim of this study is to develop Deep Learning (DL) enabled robotic systems to identify audio-based emotional pragmatics deficits in individuals with social pragmatic communication deficits. The novelty of the work stems from its integration of de...
Humans Deep Learning Emotions Robotics Social Communication Disorder
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Portable and Self-Powered Sensing AI-Enabled Mask for Emotional Recognition in Virtual Reality.

ACS applied materials & interfaces Mar 12, 2025
With the increasing development of metaverse and human-computer interaction (HMI) technologies, artificial intelligence (AI) applications in virtual reality (VR) environments are receiving significant attention. This study presents a self-sensing fac...
Emotions Automated Facial Recognition Masks Facial Recognition Machine Learning Algorithms Virtual Reality Humans Artificial Intelligence
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Overconfident, but angry at least. AI-Based investigation of facial emotional expressions and self-assessment bias in human adults.

BMC psychology Mar 10, 2025
Metacognition and facial emotional expressions both play a major role in human social interactions [1, 2] as inner narrative and primary communicational display, and both are limited by self-monitoring, control and their interaction with personal and...
Young Adult Adult Male Artificial Intelligence Female Anger Facial Recognition Metacognition Emotions Facial Expression Self-Assessment Humans
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A multi-dilated convolution network for speech emotion recognition.

Scientific reports Mar 10, 2025
Speech emotion recognition (SER) is an important application in Affective Computing and Artificial Intelligence. Recently, there has been a significant interest in Deep Neural Networks using speech spectrograms. As the two-dimensional representation ...
Humans Algorithms Emotions Deep Learning Neural Networks, Computer Speech
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