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

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Showing 551–600 of 2041 papers

TitleStatusHype
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices—0
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding—0
ClimaEmpact: Domain-Aligned Small Language Models and Datasets for Extreme Weather Analytics—0
CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition—0
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network—0
Classifying Emotional Utterances by Employing Multi-modal Speech Emotion Recognition—0
A Novel Dialect-Aware Framework for the Classification of Arabic Dialects and Emotions—0
A Controlled Set-Up Experiment to Establish Personalized Baselines for Real-Life Emotion Recognition—0
A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition—0
Classifier-based Polarity Propagation in a WordNet—0
A Novel Approach to for Multimodal Emotion Recognition : Multimodal semantic information fusion—0
CKERC : Joint Large Language Models with Commonsense Knowledge for Emotion Recognition in Conversation—0
A Contextualized Real-Time Multimodal Emotion Recognition for Conversational Agents using Graph Convolutional Networks in Reinforcement Learning—0
CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition—0
Churn Prediction via Multimodal Fusion Learning:Integrating Customer Financial Literacy, Voice, and Behavioral Data—0
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets—0
Chat-Capsule: A Hierarchical Capsule for Dialog-level Emotion Analysis—0
Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus—0
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition—0
Tracking Emotional Dynamics in Chat Conversations: A Hybrid Approach using DistilBERT and Emoji Sentiment Analysis—0
EMERSK -- Explainable Multimodal Emotion Recognition with Situational Knowledge—0
Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition—0
Annotated Corpus of Tweets in English from Various Domains for Emotion Detection—0
A Computational Analysis of Mahabharata—0
CG-MER: A Card Game-based Multimodal dataset for Emotion Recognition—0
An Iterative Emotion Interaction Network for Emotion Recognition in Conversations—0
Electroencephalogram Emotion Recognition via AUC Maximization—0
CEFER: A Four Facets Framework based on Context and Emotion embedded features for Implicit and Explicit Emotion Recognition—0
CAT: Credibility Analysis of Arabic Content on Twitter—0
4D Attention-based Neural Network for EEG Emotion Recognition—0
CAST-Phys: Contactless Affective States Through Physiological signals Database—0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition—0
Affective Music Information Retrieval—0
ELAL: An Emotion Lexicon for the Analysis of Alsatian Theatre Plays—0
EMA at SemEval-2018 Task 1: Emotion Mining for Arabic—0
CASA-Based Speaker Identification Using Cascaded GMM-CNN Classifier in Noisy and Emotional Talking Conditions—0
Angry or Climbing Stairs? Towards Physiological Emotion Recognition in the Wild—0
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams—0
Capturing Spectral and Long-term Contextual Information for Speech Emotion Recognition Using Deep Learning Techniques—0
Affective Image Content Analysis: Two Decades Review and New Perspectives—0
E-ICL: Enhancing Fine-Grained Emotion Recognition through the Lens of Prototype Theory—0
Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition—0
Can We Estimate Purchase Intention Based on Zero-shot Speech Emotion Recognition?—0
An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild'' Edge Applications—0
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
EiTAKA at SemEval-2018 Task 1: An Ensemble of N-Channels ConvNet and XGboost Regressors for Emotion Analysis of Tweets—0
Embedded Deep Learning for Face Detection and Emotion Recognition with Intel© Movidius (TM) Neural Compute Stick—0
CA-MHFA: A Context-Aware Multi-Head Factorized Attentive Pooling for SSL-Based Speaker Verification—0
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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