A Deep Learning Method Using Gender-Specific Features for Emotion Recognition

A Deep Learning Method Using Gender-Specific Features for Emotion Recognition

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Speech reflects people’s mental state and using a microphone sensor is a potential method for human–computer interaction. Speech recognition using this sensor is conducive to the diagnosis of mental illnesses. The gender difference of speakers affects the process of speech emotion recognition based...

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Bibliographic Details
Main Authors: Li-Min Zhang, Yang Li, Yue-Ting Zhang, Giap Weng Ng, Yu-Beng Leau, Hao Yan
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Sensors
Subjects:
speech emotion recognition
gender classification
CNN
BiLSTM
Online Access:https://www.mdpi.com/1424-8220/23/3/1355

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https://www.mdpi.com/1424-8220/23/3/1355

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