katerynaCh / MMA-DFERLinks
This repository provides the codes for MMA-DFER: multimodal (audiovisual) emotion recognition method. This is an official implementation for the paper MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild.
☆46Updated last year
Alternatives and similar repositories for MMA-DFER
Users that are interested in MMA-DFER are comparing it to the libraries listed below
Sorting:
- MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition (ACM MM 2023)☆130Updated last month
- Toolkits for Multimodal Emotion Recognition☆250Updated 4 months ago
- We achieved the 2nd and 3rd places in ABAW3 and ABAW5, respectively.☆31Updated last year
- FG2021: Cross Attentional AV Fusion for Dimensional Emotion Recognition☆32Updated 10 months ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆29Updated last year
- A Unimodal Valence-Arousal Driven Contrastive Learning Framework for Multimodal Multi-Label Emotion Recognition (ACM MM 2024 oral)☆25Updated 11 months ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆52Updated 7 months ago
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆47Updated last year
- Explainable Multimodal Emotion Reasoning (EMER), OV-MER （ICML), and AffectGPT （ICML, Oral)☆259Updated 2 months ago
- [Information Fusion 2024] HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition☆114Updated last month
- ☆67Updated last year
- [CVPR 2023] This is the official implementation of "Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Era…☆38Updated 8 months ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆43Updated 10 months ago
- ☆39Updated 3 years ago
- [CVPR 2024] EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning☆36Updated 5 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆132Updated 2 years ago
- Official repository for our CVPR 2024 Workshop paper "Multi-Task Multi-Modal Self-Supervised Learning for Facial Expression Recognition".☆24Updated 9 months ago
- [ACM ICMR'25]Official repository for "eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos"☆35Updated 2 months ago
- GPT-4V with Emotion☆95Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆70Updated 11 months ago
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Updated 3 years ago
- This paper presents our winning submission to Subtask 2 of SemEval 2024 Task 3 on multimodal emotion cause analysis in conversations.☆23Updated last year
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆108Updated last year
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆146Updated last year
- ☆36Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated last year
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆80Updated 2 years ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆23Updated 9 months ago
- A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild.☆52Updated last month
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago