A New Approach for Speech Emotion Recognition Using Single Layered Convolutional Neural Network
Mannar Mannan. J, V Vinoth Kumar,
Shivakumara Palaiahnakote (Corresponding Author),
Surbhi Bhatia Khan
et al.
Abstract:Creating a computational device to identify human emotions via voice analysis represents a notable achievement in the sector of human-computer interaction, especially within the healthcare domain. We propose a new light-weight model for addressing challenges of emotions recognition. The model works based on CNN with change of kernel processing. The proposed model performs a direct matching to recognize speech emotions of different eight categories using a statistical model named Analysis of Variance (ANOVA) as… Show more
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