Multi-modal emotion recognition using EEG and speech signals

Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine

(2021) Beibei Shi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Emotion Recognition From Multiple Modalities: Fundamentals and methodologies

(2021) Sicheng Zhao et al.   IEEE SIGNAL PROCESSING MAGAZINE

Extreme Learning Machine (ELM) based Performance Analysis and Epilepsy Identification from EEG Signals

(2021) R. Harikumar et al.   IETE JOURNAL OF RESEARCH

Working With Environmental Noise and Noise-Cancelation: A Workload Assessment With EEG and Subjective Measures

(2021) Kerstin Pieper et al.   Frontiers in Neuroscience

Effect on speech emotion classification of a feature selection approach using a convolutional neural network

(2021) Ammar Amjad et al.   PeerJ Computer Science

Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review

(2020) Jianhua Zhang et al.   Information Fusion

EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network

(2020) Heng Cui et al.   KNOWLEDGE-BASED SYSTEMS

Biometric identification of listener identity from frequency following responses to speech

(2019) Fernando Llanos et al.   Journal of Neural Engineering

Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation

(2019) Yi Luo et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Challenge for Affective Brain-Computer Interfaces: Non-stationary Spatio-spectral EEG Oscillations of Emotional Responses

(2019) Yi-Wei Shen et al.   Frontiers in Human Neuroscience

A snapshot research and implementation of multimodal information fusion for data-driven emotion recognition

(2019) Yingying Jiang et al.   Information Fusion

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

(2018) Shiqing Zhang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

(2018) Wei-Long Zheng et al.   IEEE Transactions on Cybernetics

Video Analytics for Customer Emotion and Satisfaction at Contact Centers

(2018) Kah Phooi Seng et al.   IEEE Transactions on Human-Machine Systems

Feature Pooling of Modulation Spectrum Features for Improved Speech Emotion Recognition in the wild

(2018) Anderson Raymundo Avila et al.   IEEE Transactions on Affective Computing

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

(2018) Jianfeng Zhao et al.   Biomedical Signal Processing and Control

EEG classification using sparse Bayesian extreme learning machine for brain–computer interface

(2018) Zhichao Jin et al.   NEURAL COMPUTING & APPLICATIONS

End-to-End Multimodal Emotion Recognition Using Deep Neural Networks

(2017) Panagiotis Tzirakis et al.   IEEE Journal of Selected Topics in Signal Processing

BAUM-1: A Spontaneous Audio-Visual Face Database of Affective and Mental States

(2017) Sara Zhalehpour et al.   IEEE Transactions on Affective Computing

Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals

(2017) Yong-Jin Liu et al.   IEEE Transactions on Affective Computing

Combining facial expression and touch for perceiving emotional valence

(2016) Mohamed Yassine Tsalamlal et al.   IEEE Transactions on Affective Computing

Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection

(2016) Mohammad Soleymani et al.   IEEE Transactions on Affective Computing

Speech Emotion Recognition Using Fourier Parameters

(2015) Kunxia Wang et al.   IEEE Transactions on Affective Computing

Adaptive estimation of EEG for subject-specific reactive band identification and improved ERD detection

(2012) Yubo Wang et al.   NEUROSCIENCE LETTERS

Face recognition based on extreme learning machine

(2011) Weiwei Zong et al.   NEUROCOMPUTING

A Multimodal Database for Affect Recognition and Implicit Tagging

(2011) M. Soleymani et al.   IEEE Transactions on Affective Computing

The SEMAINE Database: Annotated Multimodal Records of Emotionally Colored Conversations between a Person and a Limited Agent

(2011) G. McKeown et al.   IEEE Transactions on Affective Computing

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

(2011) S. Koelstra et al.   IEEE Transactions on Affective Computing

Speech Emotion Analysis: Exploring the Role of Context

(2010) Ashish Tawari et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Automatic speech emotion recognition using modulation spectral features

(2010) Siqing Wu et al.   SPEECH COMMUNICATION

IEMOCAP: interactive emotional dyadic motion capture database

(2008) Carlos Busso et al.   Language Resources and Evaluation