Speech Emotion Recognition | List of Frontiers open access articles

Original Research

Published on 09 Feb 2023

Multistage linguistic conditioning of convolutional layers for speech emotion recognition

in Human-Media Interaction

Andreas Triantafyllopoulos
Uwe Reichel
Shuo Liu
Stephan Huber
Florian Eyben
Björn W. Schuller

Frontiers in Computer Science

doi 10.3389/fcomp.2023.1072479

3,365 views
16 citations

Original Research

Published on 22 May 2023

Multimodal transformer augmented fusion for speech emotion recognition

Yuanyuan Wang
Yu Gu
Yifei Yin
Yingping Han
He Zhang
Shuang Wang
Chenyu Li
Dou Quan

Frontiers in Neurorobotics

doi 10.3389/fnbot.2023.1181598

15,195 views
52 citations

Original Research

Published on 09 May 2022

Intelligent Aging Home Control Method and System for Internet of Things Emotion Recognition

in Human-Media Interaction

Xu Wu
Qian Zhang

Frontiers in Psychology

doi 10.3389/fpsyg.2022.882699

3,085 views
7 citations

Original Research

Published on 04 May 2022

Design of Aging Smart Home Products Based on Radial Basis Function Speech Emotion Recognition

in Human-Media Interaction

Xu Wu
Qian Zhang

Frontiers in Psychology

doi 10.3389/fpsyg.2022.882709

3,267 views
6 citations

Systematic Review

Published on 06 Nov 2025

Speech analysis and speech emotion recognition in mental disease: a scoping review

in Emotion Science

Clara Lombardo
Giulia Esposito
Silvia Carbone
Salvatore Serrano
Carmela Mento

Frontiers in Psychology

doi 10.3389/fpsyg.2025.1645860

5,008 views
1 citation

Original Research

Published on 11 Nov 2022

Establishment and psychometric characteristics of emotional words list for suicidal risk assessment in speech emotion recognition

in Computational Psychiatry

Juan Shen
Shuo Zhang
Yongsheng Tong
Xiangmin Dong
Xuelian Wang
Guanghui Fu
Liting Zhao
Mengjie Wu
Yi Yin
Yuehua Wang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2022.1022036

3,719 views
6 citations

Original Research

Published on 09 Feb 2022

Evaluating the Impact of Voice Activity Detection on Speech Emotion Recognition for Autistic Children

in Human-Media Interaction

Manuel Milling
Alice Baird
Katrin D. Bartl-Pokorny
Shuo Liu
Alyssa M. Alcorn
Jie Shen
Teresa Tavassoli
Eloise Ainger
Elizabeth Pellicano
Maja Pantic

Frontiers in Computer Science

doi 10.3389/fcomp.2022.837269

6,767 views
22 citations

Original Research

Published on 15 Sep 2022

Progressive distribution adapted neural networks for cross-corpus speech emotion recognition

Yuan Zong
Hailun Lian
Jiacheng Zhang
Ercui Feng
Cheng Lu
Hongli Chang
Chuangao Tang

Frontiers in Neurorobotics

doi 10.3389/fnbot.2022.987146

2,514 views

Original Research

Published on 02 Mar 2021

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition

in Computational Physiology and Medicine

Hua Zhang
Ruoyun Gou
Jili Shang
Fangyao Shen
Yifan Wu
Guojun Dai

Frontiers in Physiology

doi 10.3389/fphys.2021.643202

16,061 views
37 citations

Original Research

Published on 09 Jan 2023

Speech emotion recognition based on improved masking EMD and convolutional recurrent neural network

in Human-Media Interaction

Congshan Sun
Haifeng Li
Lin Ma

Frontiers in Psychology

doi 10.3389/fpsyg.2022.1075624

5,718 views
19 citations

Original Research

Published on 25 Jun 2025

Exploring the impact of noise, language familiarity, and experimental settings on emotion recognition

in Emotion Science

Terry Amorese
Marialucia Cuciniello
Anna Alterio
Daniele Pepe
Odette Scharenborg
Gennaro Cordasco
Anna Esposito

Frontiers in Psychology

doi 10.3389/fpsyg.2025.1548975

2,149 views

Original Research

Published on 26 May 2020

Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding

in Human-Media Interaction

Margaret Lech
Melissa Stolar
Christopher Best
Robert Bolia

Frontiers in Computer Science

doi 10.3389/fcomp.2020.00014

87,445 views
114 citations

Original Research

Published on 04 May 2023

GCF2-Net: global-aware cross-modal feature fusion network for speech emotion recognition

in Neuroprosthetics

Feng Li
Jiusong Luo
Lingling Wang
Wei Liu
Xiaoshuang Sang

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1183132

5,538 views
8 citations

Review

Published on 29 Nov 2021

Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives

Shiqing Zhang
Ruixin Liu
Xin Tao
Xiaoming Zhao

Frontiers in Neurorobotics

doi 10.3389/fnbot.2021.784514

13,360 views
32 citations

Original Research

Published on 15 May 2020

A Waveform-Feature Dual Branch Acoustic Embedding Network for Emotion Recognition

in Human-Media Interaction

Jeng-Lin Li
Tzu-Yun Huang
Chun-Min Chang
Chi-Chun Lee

Frontiers in Computer Science

doi 10.3389/fcomp.2020.00013

4,331 views
3 citations

Articles

Multistage linguistic conditioning of convolutional layers for speech emotion recognition

Multimodal transformer augmented fusion for speech emotion recognition

Intelligent Aging Home Control Method and System for Internet of Things Emotion Recognition

Design of Aging Smart Home Products Based on Radial Basis Function Speech Emotion Recognition

Speech analysis and speech emotion recognition in mental disease: a scoping review

Establishment and psychometric characteristics of emotional words list for suicidal risk assessment in speech emotion recognition

Evaluating the Impact of Voice Activity Detection on Speech Emotion Recognition for Autistic Children

Progressive distribution adapted neural networks for cross-corpus speech emotion recognition

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition

Speech emotion recognition based on improved masking EMD and convolutional recurrent neural network

Exploring the impact of noise, language familiarity, and experimental settings on emotion recognition

Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding

GCF2-Net: global-aware cross-modal feature fusion network for speech emotion recognition

Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives

A Waveform-Feature Dual Branch Acoustic Embedding Network for Emotion Recognition