Task-specific speech enhancement and data augmentation for improved multimodal emotion recognition under noisy conditions

Automatic emotion recognition (AER) systems are burgeoning and systems based on either audio, video, text, or physiological signals have emerged. Multimodal systems, in turn, have shown to improve overall AER accuracy and to also provide some robustness against artifacts and missing data. Collecting...

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Bibliographic Details
Main Authors: Shruti Kshirsagar, Anurag Pendyala, Tiago H. Falk
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.1039261/full