Multi-Path and Group-Loss-Based Network for Speech Emotion Recognition in Multi-Domain Datasets

Multi-Path and Group-Loss-Based Network for Speech Emotion Recognition in Multi-Domain Datasets

Speech emotion recognition (SER) is a natural method of recognizing individual emotions in everyday life. To distribute SER models to real-world applications, some key challenges must be overcome, such as the lack of datasets tagged with emotion labels and the weak generalization of the SER model fo...

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Bibliographic Details
Main Authors: Kyoung Ju Noh, Chi Yoon Jeong, Jiyoun Lim, Seungeun Chung, Gague Kim, Jeong Mook Lim, Hyuntae Jeong
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
speech emotion recognition
domain adaptation
SER generalization
Korean Emotional Speech Database
ensemble model
multi-path
Online Access:https://www.mdpi.com/1424-8220/21/5/1579

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