katerynaCh / multimodal-emotion-recognitionLinks
This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".
☆153Updated last year
Alternatives and similar repositories for multimodal-emotion-recognition
Users that are interested in multimodal-emotion-recognition are comparing it to the libraries listed below
Sorting:
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆122Updated 4 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆92Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆50Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆44Updated 11 months ago
- 多模态，语音和文本结合的情感识别，大模型finetune☆23Updated 2 years ago
- Repository with the code of the paper: A proposal for Multimodal Emotion Recognition using auraltransformers and Action Units on RAVDESS …☆112Updated last year
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆193Updated 2 years ago
- This repository provides the ability to recoginize the emotion from video using audiovisual modalities。端到端的多模态情感识别代码☆10Updated 2 years ago
- A Pytorch implementation of emotion recognition from videos☆19Updated 5 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆27Updated 5 years ago
- [IEEE ICPRS 2024 Oral] TensorFlow code implementation of "MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition"☆19Updated 3 months ago
- Automatic Depression Detection by Multi-model Ensemble. Based on DAIC-WOZ dataset.☆40Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆73Updated 2 months ago
- Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation☆29Updated 11 months ago
- depression-detect Predicting depression from AVEC2014 using ResNet18.☆56Updated last year
- ☆69Updated last year
- the baseline model of CMDC corpus☆51Updated 3 years ago
- Emotion recognition from IEMOCAP datasets.☆37Updated 5 years ago
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- ☆94Updated 2 years ago
- [AAAI 2020] Official implementation of VAANet for Emotion Recognition☆81Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 years ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆66Updated 4 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆259Updated 2 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆250Updated 4 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆60Updated last year
- ☆17Updated 2 years ago