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 1551–1600 of 2041 papers

TitleStatusHype
An Ensemble with Shared Representations Based on Convolutional Networks for Continually Learning Facial Expressions—0
An Event-comment Social Media Corpus for Implicit Emotion Analysis—0
A New Amharic Speech Emotion Dataset and Classification Benchmark—0
A new model for the implementation of positive and negative emotion recognition—0
A New View of Multi-modal Language Analysis: Audio and Video Features as Text ``Styles''—0
An experimental study in Real-time Facial Emotion Recognition on new 3RL dataset—0
An Explainable Fast Deep Neural Network for Emotion Recognition—0
An Exploration into the Performance of Unsupervised Cross-Task Speech Representations for "In the Wild'' Edge Applications—0
Angry or Climbing Stairs? Towards Physiological Emotion Recognition in the Wild—0
An Iterative Emotion Interaction Network for Emotion Recognition in Conversations—0
Annotated Corpus of Tweets in English from Various Domains for Emotion Detection—0
Annotation, Modelling and Analysis of Fine-Grained Emotions on a Stance and Sentiment Detection Corpus—0
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets—0
A Novel Approach to for Multimodal Emotion Recognition : Multimodal semantic information fusion—0
A Novel Bi-hemispheric Discrepancy Model for EEG Emotion Recognition—0
A Novel Dialect-Aware Framework for the Classification of Arabic Dialects and Emotions—0
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices—0
A Novel Exploitative and Explorative GWO-SVM Algorithm for Smart Emotion Recognition—0
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding—0
A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition—0
A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface—0
A Novel Trajectory-based Spatial-Temporal Spectral Features for Speech Emotion Recognition—0
A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition—0
A Parallel Corpus of Music and Lyrics Annotated with Emotions—0
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System—0
A Peek at Peak Emotion Recognition—0
APEX: Attention on Personality based Emotion ReXgnition Framework—0
APPReddit: a Corpus of Reddit Posts Annotated for Appraisal—0
Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition—0
A Pre-trained Audio-Visual Transformer for Emotion Recognition—0
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis—0
A Question Answering Approach for Emotion Cause Extraction—0
A Real Time Facial Expression Classification System Using Local Binary Patterns—0
Are Generative Language Models Multicultural? A Study on Hausa Culture and Emotions using ChatGPT—0
Are Large Language Models More Empathetic than Humans?—0
Are Mamba-based Audio Foundation Models the Best Fit for Non-Verbal Emotion Recognition?—0
A Review of Deep Learning Techniques for Speech Processing—0
"Are you okay, honey?": Recognizing Emotions among Couples Managing Diabetes in Daily Life using Multimodal Real-World Smartwatch Data—0
A Robust Framework for Deep Learning Approaches to Facial Emotion Recognition and Evaluation—0
A Robust Incomplete Multimodal Low-Rank Adaptation Approach for Emotion Recognition—0
ArPanEmo: An Open-Source Dataset for Fine-Grained Emotion Recognition in Arabic Online Content during COVID-19 Pandemic—0
Artificial Behavior Intelligence: Technology, Challenges, and Future Directions—0
Artificial Empathy Classification: A Survey of Deep Learning Techniques, Datasets, and Evaluation Scales—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
A Siamese Neural Network with Modified Distance Loss For Transfer Learning in Speech Emotion Recognition—0
Aspect-Based Emotion Analysis and Multimodal Coreference: A Case Study of Customer Comments on Adidas Instagram Posts—0
A Spontaneous Driver Emotion Facial Expression (DEFE) Dataset for Intelligent Vehicles—0
ASR and Emotional Speech: A Word-Level Investigation of the Mutual Impact of Speech and Emotion Recognition—0
ASR-based Features for Emotion Recognition: A Transfer Learning Approach—0
A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition—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