JugalGajjar / Multimodal-Sentiment-Analysis-with-MOSEI-DatasetLinks
Multimodal sentiment analysis using transformer encoders and fusion across text, audio, and visual features on the CMU-MOSEI dataset using BERT.
☆11Updated 7 months ago
Alternatives and similar repositories for Multimodal-Sentiment-Analysis-with-MOSEI-Dataset
Users that are interested in Multimodal-Sentiment-Analysis-with-MOSEI-Dataset are comparing it to the libraries listed below
Sorting:
- 多模态情感分析——基于BERT+ResNet的多种融合方法☆349Updated 3 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆35Updated last year
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆91Updated last year
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆65Updated last year
- 多模态融合情感分析☆139Updated 5 years ago
- The source code and manually annotated datasets for our paper "Joint Multimodal Sentiment Analysis Based on Information Relevance"☆11Updated 3 years ago
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆33Updated last year
- ☆79Updated last year
- ☆16Updated 2 years ago
- ☆37Updated last year
- Towards Robust Multimodal Sentiment Analysis with Incomplete Data☆102Updated 9 months ago
- 多模态情感分析☆12Updated last year
- [NAACL-2024 Finidngs] The official implement of CLGSI☆33Updated 11 months ago
- This repository implements the Tensor Fusion Network (TFN) for multimodal sentiment analysis using the CMU-MOSI dataset. TFN integrates l…☆13Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆77Updated 4 months ago
- Multi-Modality Multi-Loss Fusion Network☆141Updated last year
- ☆23Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Updated 2 years ago
- A Tool for extracting multimodal features from videos.☆202Updated 2 years ago
- ☆19Updated last year
- code for paper 'Spatial-Temporal Attention Network for Depression Recognition from Facial Videos'☆34Updated last year
- ☆14Updated 2 years ago
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆56Updated 3 years ago
- The code for our paper Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis☆20Updated 2 years ago
- ☆18Updated last year
- ☆16Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- 该仓库存放了多模态情感分析实验的配套代码。☆42Updated 3 years ago
- [TMM2022] Source codes of CENet☆40Updated 2 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆267Updated 2 years ago