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Emo-STCapsnet: A spatio-temporal modeling approach with enhanced CapsNet for speech emotion recognition | Synapse
March 3, 2026
Emo-STCapsnet: A spatio-temporal modeling approach with enhanced CapsNet for speech emotion recognition
YF
Yonghong Fan
Qinghai Normal University
HH
Heming Huang
HZ
Huiyun Zhang
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Key Points
Effective speech emotion recognition achieves high accuracy using enhanced capsule networks.
The model processes both spatial and temporal features in audio to classify emotions accurately.
Deep learning techniques enable improved feature extraction and classification in real-time.
The results indicate that advanced models may enable more accurate emotion detection across various contexts.
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Fan et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76091c6e9836116a2d72b
https://doi.org/https://doi.org/10.1016/j.knosys.2026.115447