Enhanced Speech Emotion Recognition Using DCGAN-Based Data Augmentation

Although emotional speech recognition has received increasing emphasis in research and applications, it remains challenging due to the diversity and complexity of emotions and limited datasets. To address these limitations, we propose a novel approach utilizing DCGAN to augment data from the RAVDESS...

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Bibliographic Details
Main Authors: Ji-Young Baek, Seok-Pil Lee
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/18/3966