shamanez / Self-Supervised-Embedding-Fusion-TransformerLinks
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
☆122Updated 4 years ago
Alternatives and similar repositories for Self-Supervised-Embedding-Fusion-Transformer
Users that are interested in Self-Supervised-Embedding-Fusion-Transformer are comparing it to the libraries listed below
Sorting:
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆51Updated 3 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆153Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆107Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆261Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆194Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆125Updated 9 months ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆25Updated 5 years ago
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆115Updated 5 years ago
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆63Updated 8 months ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 4 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆28Updated 5 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆45Updated last year
- ☆36Updated last year
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆66Updated 4 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆233Updated 3 years ago
- A Pytorch implementation of emotion recognition from videos☆19Updated 5 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆92Updated 2 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆194Updated 2 years ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆30Updated last year
- ☆94Updated 3 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆73Updated 3 months ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆40Updated last year
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆31Updated 5 years ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆23Updated 2 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆86Updated 6 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆41Updated 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
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆90Updated last year