A Novel Multi-Task and Ensembled Optimized Parallel Convolutional Autoencoder and Transformer for Speech Emotion Recognition

Recognizing the emotions from speech signals is very important in different applications of human-computer-interaction (HCI). In this paper, we present a novel model for speech emotion recognition (SER) based on new multi-task parallel convolutional autoencoder (PCAE) and transformer networks. The P...

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Bibliographic Details
Main Authors: Zahra Sharifzadeh Jafari, Sanaz Seyedin
Format: Article
Language:English
Published: Amirkabir University of Technology 2024-03-01
Series:AUT Journal of Electrical Engineering
Subjects:
Online Access:https://eej.aut.ac.ir/article_5336_945e73b38cfede1308072d0f634d7969.pdf
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