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Speech emotion recognition based on emotion perception
EURASIP Journal on Audio, Speech, and Music Processing, 2023 Speech emotion recognition (SER) is a hot topic in speech signal processing. With the advanced development of the cheap computing power and proliferation of research in data-driven methods, deep learning approaches are prominent solutions to SER nowadays.
Gang Liu, Shifang Cai, Ce Wang
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Multiple sclerosis, emotion perception and social functioning
Journal of Neuropsychology, 2021 People with multiple sclerosis (MS) can experience problems in interpreting others' emotions from faces or voices. However, to date little is known about whether difficulties in emotion perception in MS are related to broader aspects of social ...
Louise H Phillips
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Vocal emotion perception in schizophrenia and its diagnostic significance [PDF]
BMC Psychiatry, 2023 Background Cognitive and emotional impairment are among the core features of schizophrenia; assessment of vocal emotion recognition may facilitate the detection of schizophrenia. We explored the differences between cognitive and social aspects of emotion
Wenxuan Zhao +8 more
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Impact of partial occlusion of the face on multisensory emotion perception: Comparison of pre- and post-COVID-19 pandemic. [PDF]
PLoS ONEWe perceive and understand others' emotional states from multisensory information such as facial expressions and vocal cues. However, such cues are not always available or clear. Can partial loss of visual cues affect multisensory emotion perception?
Misako Kawahara, Akihiro Tanaka
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Language access differentially alters functional connectivity during emotion perception across cultures [PDF]
Frontiers in Psychology, 2023 IntroductionIt is often assumed that the ability to recognize the emotions of others is reflexive and automatic, driven only by observable facial muscle configurations.
Joseph Leshin +4 more
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Improving emotion perception in cochlear implant users: insights from machine learning analysis of EEG signals [PDF]
BMC NeurologyBackground Although cochlear implants can restore auditory inputs to deafferented auditory cortices, the quality of the sound signal transmitted to the brain is severely degraded, limiting functional outcomes in terms of speech perception and emotion ...
Sebastien Paquette +2 more
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Trends in Hearing, 2018 The question of how hearing loss and hearing rehabilitation affect patients’ momentary emotional experiences is one that has received little attention but has considerable potential to affect patients’ psychosocial function.
Erin M. Picou +8 more
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The perception of changing emotion expressions
Cognition and Emotion, 2012 The utility of recognising emotion expressions for coordinating social interactions is well documented, but less is known about how continuously changing emotion displays are perceived. The nonlinear dynamic systems view of emotions suggests that mixed emotion expressions in the middle of displays of changing expressions may be decoded differently ...
David Sander, Klaus R Scherer
exaly +4 more sources
Examining Emotion Perception Agreement in Live Music Performance
IEEE Transactions on Affective Computing, 2023 Current music emotion recognition (MER) systems rely on emotion data averaged across listeners and over time to infer the emotion expressed by a musical piece, often neglecting time- and listener-dependent factors.
Simin Yang +3 more
semanticscholar +1 more source
Reading emotions, reading people: Emotion perception and inferences drawn from perceived emotions.
Current Opinion in Psychology, 2021 Emotional expressions play an important role in coordinating social interaction. We review research on two critical processes that underlie such coordination: (1) perceiving emotions from emotion expressions and (2) drawing inferences from perceived ...
Jens Lange +2 more
semanticscholar +1 more source