SOTAVerified

Emotion Recognition

Emotion Recognition is an important area of research to enable effective human-computer interaction. Human emotions can be detected using speech signal, facial expressions, body language, and electroencephalography (EEG). Source: Using Deep Autoencoders for Facial Expression Recognition

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 601–650 of 2041 papers

TitleStatusHype
CAN-GRU: a Hierarchical Model for Emotion Recognition in Dialogue—0
Can Emotion Fool Anti-spoofing?—0
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning—0
Emotional Voice Messages (EMOVOME) database: emotion recognition in spontaneous voice messages—0
Emotion Analysis on EEG Signal Using Machine Learning and Neural Network—0
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification—0
Camera-based implicit mind reading by capturing higher-order semantic dynamics of human gaze within environmental context—0
An Explainable Fast Deep Neural Network for Emotion Recognition—0
CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations—0
CALLM: Understanding Cancer Survivors' Emotions and Intervention Opportunities via Mobile Diaries and Context-Aware Language Models—0
A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective—0
3D Model-Based Continuous Emotion Recognition—0
CAKE: Compact and Accurate K-dimensional representation of Emotion—0
An experimental study in Real-time Facial Emotion Recognition on new 3RL dataset—0
Building a Multimodal Laughter Database for Emotion Recognition—0
A New View of Multi-modal Language Analysis: Audio and Video Features as Text ``Styles''—0
Survey on Emotion Recognition through Posture Detection and the possibility of its application in Virtual Reality—0
Emotional Intelligence of Large Language Models—0
EmotiCrafter: Text-to-Emotional-Image Generation based on Valence-Arousal Model—0
A new model for the implementation of positive and negative emotion recognition—0
EmotiEffNet Facial Features in Uni-task Emotion Recognition in Video at ABAW-5 competition—0
A New Amharic Speech Emotion Dataset and Classification Benchmark—0
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick—0
EMA at SemEval-2018 Task 1: Emotion Mining for Arabic—0
AER-LLM: Ambiguity-aware Emotion Recognition Leveraging Large Language Models—0
An Event-comment Social Media Corpus for Implicit Emotion Analysis—0
Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approaches—0
EmoTech: A Multi-modal Speech Emotion Recognition Using Multi-source Low-level Information with Hybrid Recurrent Network—0
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions—0
Efficient Neural Architecture Search for Emotion Recognition—0
A Comparison of Time-based Models for Multimodal Emotion Recognition—0
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle—0
Emotional Images: Assessing Emotions in Images and Potential Biases in Generative Models—0
Emotionally-Informed Models for Detecting Moments of Change and Suicide Risk Levels in Longitudinal Social Media Data—0
Emotion Analysis on Twitter: The Hidden Challenge—0
EmotionCaps: Enhancing Audio Captioning Through Emotion-Augmented Data Generation—0
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation—0
Brain Computer Interface: Deep Learning Approach to Predict Human Emotion Recognition—0
An Empirical Study and Improvement for Speech Emotion Recognition—0
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations—0
EffMulti: Efficiently Modeling Complex Multimodal Interactions for Emotion Analysis—0
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams—0
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory—0
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets—0
ELAL: An Emotion Lexicon for the Analysis of Alsatian Theatre Plays—0
Electroencephalogram Emotion Recognition via AUC Maximization—0
Boosting Continuous Emotion Recognition with Self-Pretraining using Masked Autoencoders, Temporal Convolutional Networks, and Transformers—0
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions—0
Embedded Emotions -- A Data Driven Approach to Learn Transferable Feature Representations from Raw Speech Input for Emotion Recognition—0
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition—0
Show:102550
← PrevPage 13 of 41Next →
All datasetsEmomusicRAVDESSEMOTICFER2013MaSaC_ERCMPEDMSP-PodcastSEEDคลิปคุณพ่อให้ลูกสาวยืมโทรศัพท์และความสนุกสนาน

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1M2D-CLAPEmoA77.4—Unverified
2M2D2EmoA76.7—Unverified
3M2DEmoA76.1—Unverified
4Jukebox (Pre-training: CALM)EmoA72.1—Unverified
5CLMR (Pre-training: contrastive)EmoA67.8—Unverified
#ModelMetricClaimedVerifiedStatus
1LogisticRegression on posteriors of xlsr-Wav2Vec2.0&bi-LSTM+AttentionAccuracy86.7—Unverified
2MultiMAE-DERWAR83.61—Unverified
3Intermediate-Attention-FusionAccuracy81.58—Unverified
4Logistic Regression on posteriors of the CNN-14&biLSTM-GuidedSTAccuracy80.08—Unverified
5ERANN-0-4Accuracy74.8—Unverified
#ModelMetricClaimedVerifiedStatus
1CAGETop-3 Accuracy (%)14.73—Unverified
2FocusCLIPTop-3 Accuracy (%)13.73—Unverified
#ModelMetricClaimedVerifiedStatus
1VGG based5-class test accuracy66.13—Unverified
#ModelMetricClaimedVerifiedStatus
1MaSaC-ERC-ZF1-score (Weighted)51.17—Unverified
#ModelMetricClaimedVerifiedStatus
1BiHDMAccuracy40.34—Unverified
#ModelMetricClaimedVerifiedStatus
1w2v2-L-robust-12Concordance correlation coefficient (CCC)0.64—Unverified
#ModelMetricClaimedVerifiedStatus
14D-aNNAccuracy96.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CNN1'"1—Unverified