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Music emotion representation based on non-negative matrix factorization algorithm and user label information [PDF]
PeerJ Computer Science, 2023 Music emotion representation learning forms the foundation of user emotion recognition, addressing the challenges posed by the vast volume of digital music data and the scarcity of emotion annotation data.
Yuan Tian
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A Deep Learning Method Using Gender-Specific Features for Emotion Recognition
Sensors, 2023 Speech reflects people’s mental state and using a microphone sensor is a potential method for human–computer interaction. Speech recognition using this sensor is conducive to the diagnosis of mental illnesses.
Li-Min Zhang +5 more
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Empathy, Emotion Recognition, and Paranoia in the General Population
Frontiers in Psychology, 2022 BackgroundParanoia is associated with a multitude of social cognitive deficits, observed in both clinical and subclinical populations. Empathy is significantly and broadly impaired in schizophrenia, yet its relationship with subclinical paranoia is ...
Kendall Beals +2 more
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Sensors, 2023 In recent years, the rapid development of sensors and information technology has made it possible for machines to recognize and analyze human emotions. Emotion recognition is an important research direction in various fields.
Yujian Cai, Xingguang Li, Jinsong Li
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Mobile facial affect recognition and real-time social experiences in serious mental illness
Schizophrenia Research: Cognition, 2022 Background: Emotion recognition deficits are linked with social dysfunction in psychosis, as is inaccurate self-assessment of emotion recognition abilities.
Emma M. Parrish +7 more
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Kaohsiung Journal of Medical Sciences, 2022 Emotion recognition deficit is related to impaired community functioning. Loneliness is also associated with impaired social performance. However, the way in which emotion recognition and loneliness may contribute to social functioning remains unclear in
Chia Ning Lee +9 more
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Investigation of the Effect of Increased Dimension Levels in Speech Emotion Recognition
IEEE Access, 2022 In human-machine interaction systems, speech emotion recognition plays a key role. Recognition of categorical emotions has made a great improvement during the last few decades, but emotion recognition of spontaneous speech is still very challenging. This
Haiyan Wang, Xiaohui Zhao, Yanping Zhao
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Vocal emotion perception in schizophrenia and its diagnostic significance
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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Diagnostics, 2022 The Facial Feedback Hypothesis (FFH) states that facial emotion recognition is based on the imitation of facial emotional expressions and the processing of physiological feedback.
Anna-Maria Kuttenreich +2 more
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Emotion Recognition in Cats [PDF]
Animals, 2020 Recent studies demonstrated that cats form social bonds with both conspecifics and humans. One of the key factors regulating social interactions is the transfer of emotions between the individuals. The present study aimed at investigating cats’ spontaneous ability to match acoustic and visual signals for the recognition of both conspecific and human ...
Angelo Quaranta +3 more
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