katerynaCh / MMA-DFER
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.
☆25Updated 4 months ago
Alternatives and similar repositories for MMA-DFER:
Users that are interested in MMA-DFER are comparing it to the libraries listed below
- MAE-DFER: Efficient Masked Autoencoder for Self-supervised Dynamic Facial Expression Recognition (ACM MM 2023)☆99Updated 3 months ago
- [CVPR 2023] Code for "Learning Emotion Representations from Verbal and Nonverbal Communication"☆43Updated last year
- Official repository for "eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos"☆32Updated 7 months ago
- ABAW3 (CVPRW): A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition☆38Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆34Updated last month
- [CVPR 2023] This is the official implementation of "Weakly Supervised Video Emotion Detection and Prediction via Cross-Modal Temporal Era…☆36Updated this week
- ☆51Updated 5 months ago
- We achieved the 2nd and 3rd places in ABAW3 and ABAW5, respectively.☆26Updated 10 months ago
- A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild.☆36Updated 3 months ago
- [TAFFC 2024] The official implementation of paper: From Static to Dynamic: Adapting Landmark-Aware Image Models for Facial Expression Rec…☆57Updated last month
- FG2021: Cross Attentional AV Fusion for Dimensional Emotion Recognition☆26Updated last month
- Toolkits for Multimodal Emotion Recognition☆177Updated 7 months ago
- GPT-4V with Emotion☆89Updated last year
- Expression Snippet Transformer for Robust Video-based Facial Expression Recognition☆13Updated 11 months ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆99Updated 9 months ago
- Explainable Multimodal Emotion Reasoning (EMER) and AffectGPT☆125Updated 8 months ago
- Official implementation of the NeurIPS2023 paper: Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognit…☆26Updated last year
- ☆30Updated 2 years ago
- code for: POSTER: A Pyramid Cross-Fusion Transformer Network for Facial Expression Recognition☆49Updated last year
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆105Updated last year
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆15Updated 7 months ago
- PyTorch implementation for Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition☆12Updated 2 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆32Updated 5 months ago
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆76Updated last year
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- [Information Fusion 2024] HiCMAE: Hierarchical Contrastive Masked Autoencoder for Self-Supervised Audio-Visual Emotion Recognition☆97Updated 2 months ago
- FRAME-LEVEL EMOTIONAL STATE ALIGNMENT METHOD FOR SPEECH EMOTION RECOGNITION☆18Updated 3 weeks ago
- [BMVC'23] Prompting Visual-Language Models for Dynamic Facial Expression Recognition☆117Updated last month
- Project to infere emotional expressions and benchmark datasets by Niklas Wagner, Felix Mätzler, Samed R. Vossberg, Helen Schneider and Sv…☆16Updated 8 months ago