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 6 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☆342Updated 3 years ago
- 多模态情感分析模型实现☆10Updated last year
- Official implement of AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis☆31Updated last year
- 多模态融合情感分析☆138Updated 5 years ago
- Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"☆65Updated last year
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆91Updated last year
- 多模态情感分析☆12Updated last year
- Multi-Modality Multi-Loss Fusion Network☆141Updated last year
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆35Updated last year
- 多模态融合情感分析☆38Updated 4 years ago
- Source codes of the our paper titled "Multi-level Textual-Visual Alignment and Fusion Network for Multimodal Aspect-based Sentiment Analy…☆15Updated last year
- 该仓库存放了多模态情感分析实验的配套代码。☆42Updated 3 years ago
- ☆79Updated last year
- A baseline for Weibo User Depression Detection Dataset (WU3D)☆35Updated 3 years ago
- ☆37Updated last year
- The source code and manually annotated datasets for our paper "Joint Multimodal Sentiment Analysis Based on Information Relevance"☆11Updated 3 years ago
- ☆18Updated last year
- ☆14Updated 2 years ago
- ☆15Updated last year
- Codes for "UniMF: A Unified Multimodal Framework for Multimodal Sentiment Analysis in Missing Modalities and Unaligned Multimodal Sequenc…☆26Updated last year
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Updated last year
- ☆12Updated last year
- The code for our paper Hierarchical Interactive Multimodal Transformer for Aspect-Based Multimodal Sentiment Analysis☆20Updated 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆135Updated 8 months ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆28Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆36Updated 2 years ago
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆25Updated last year
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆929Updated 11 months ago
- A Tool for extracting multimodal features from videos.☆198Updated 2 years ago