shamanez / Self-Supervised-Embedding-Fusion-Transformer
The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.
☆120Updated 3 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
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆44Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆103Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆137Updated 7 months ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆183Updated 2 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆39Updated 8 months ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆232Updated 2 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 5 months ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆27Updated 4 years ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆23Updated 4 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆112Updated 4 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 7 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆63Updated 9 months ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆212Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆86Updated 2 years ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆124Updated 2 months ago
- A survey of deep multimodal emotion recognition.☆52Updated 3 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆81Updated 3 years ago
- The implementation of CubeMLP☆44Updated last year
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- "MULTIMODAL EMOTION RECOGNITION BASED ON DEEP TEMPORAL FEATURES USING CROSS-MODAL TRANSFORMER AND SELF-ATTENTION" ICASSP'23☆19Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 8 months ago
- ☆33Updated 8 months ago
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆58Updated last month
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆115Updated 4 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆84Updated 6 years ago
- ☆88Updated 2 years ago
- ☆14Updated 6 years ago