Feature selection enhancement and feature space visualization for speech-based emotion recognition

Robust speech emotion recognition relies on the quality of the speech features. We present speech features enhancement strategy that improves speech emotion recognition. We used the INTERSPEECH 2010 challenge feature-set. We identified subsets from the features set and applied principle component an...

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Bibliographic Details
Main Authors: Sofia Kanwal, Sohail Asghar, Hazrat Ali
Format: Article
Language:English
Published: PeerJ Inc. 2022-11-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1091.pdf