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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 671–680 of 2041 papers

Title	Date	Tasks	Status	Hype
MSM-VC: High-fidelity Source Style Transfer for Non-Parallel Voice Conversion by Multi-scale Style Modeling	Sep 3, 2023	Data AugmentationDisentanglement	—Unverified	0
Noise robust speech emotion recognition with signal-to-noise ratio adapting speech enhancement	Sep 3, 2023	Emotion RecognitionSpeech Emotion Recognition	—Unverified	0
An Emotion Recognition Embedded System using a Lightweight Deep Learning Model	Aug 31, 2023	Deep LearningEEG	CodeCode Available	0
Fuzzy Approach for Audio-Video Emotion Recognition in Computer Games for Children	Aug 31, 2023	Audio Emotion RecognitionEmotional Intelligence	—Unverified	0
Supervised Contrastive Learning with Nearest Neighbor Search for Speech Emotion Recognition	Aug 31, 2023	Contrastive LearningEmotion Recognition	—Unverified	0
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition	Aug 30, 2023	ClassificationEEG	CodeCode Available	1
AI-Based Facial Emotion Recognition Solutions for Education: A Study of Teacher-User and Other Categories	Aug 29, 2023	Emotion RecognitionFacial Emotion Recognition	—Unverified	0
A Comparison of Personalized and Generalized Approaches to Emotion Recognition Using Consumer Wearable Devices: Machine Learning Study	Aug 28, 2023	ClassificationEmotion Classification	—Unverified	0
Multiscale Contextual Learning for Speech Emotion Recognition in Emergency Call Center Conversations	Aug 28, 2023	Emotion RecognitionSpeech Emotion Recognition	—Unverified	0
A Unified Transformer-based Network for multimodal Emotion Recognition	Aug 27, 2023	Emotion RecognitionMultimodal Emotion Recognition	—Unverified	0

Show:10 25 50

← PrevPage 68 of 205Next →

All datasets Emomusic RAVDESS EMOTIC FER2013 MaSaC_ERC MPED MSP-Podcast SEED คลิปคุณพ่อให้ลูกสาวยืมโทรศัพท์และความสนุกสนาน

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	M2D-CLAP	EmoA	77.4	—	Unverified
2	M2D2	EmoA	76.7	—	Unverified
3	M2D	EmoA	76.1	—	Unverified
4	Jukebox (Pre-training: CALM)	EmoA	72.1	—	Unverified
5	CLMR (Pre-training: contrastive)	EmoA	67.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LogisticRegression on posteriors of xlsr-Wav2Vec2.0&bi-LSTM+Attention	Accuracy	86.7	—	Unverified
2	MultiMAE-DER	WAR	83.61	—	Unverified
3	Intermediate-Attention-Fusion	Accuracy	81.58	—	Unverified
4	Logistic Regression on posteriors of the CNN-14&biLSTM-GuidedST	Accuracy	80.08	—	Unverified
5	ERANN-0-4	Accuracy	74.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAGE	Top-3 Accuracy (%)	14.73	—	Unverified
2	FocusCLIP	Top-3 Accuracy (%)	13.73	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	VGG based	5-class test accuracy	66.13	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MaSaC-ERC-Z	F1-score (Weighted)	51.17	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BiHDM	Accuracy	40.34	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	w2v2-L-robust-12	Concordance correlation coefficient (CCC)	0.64	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	4D-aNN	Accuracy	96.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CNN	1'"	1	—	Unverified