Hybrid LSTM-Transformer Model for Emotion Recognition From Speech Audio Files

Hybrid LSTM-Transformer Model for Emotion Recognition From Speech Audio Files

Emotion is a vital component in daily human communication and it helps people understand each other. Emotion recognition plays a crucial role in developing human-computer interaction and computer-based speech emotion recognition. In a nutshell, Speech Emotion Recognition (SER) recognizes emotion sig...

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Bibliographic Details
Main Authors: Felicia Andayani, Lau Bee Theng, Mark Teekit Tsun, Caslon Chua
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Attention mechanism
long short-term memory network
speech emotion recognition
transformer encoder
Online Access:https://ieeexplore.ieee.org/document/9745599/

Internet

https://ieeexplore.ieee.org/document/9745599/

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