Ighina / MultiModalSA
MultiModal Sentiment Analysis architectures for CMU-MOSEI.
☆42Updated 2 years ago
Alternatives and similar repositories for MultiModalSA:
Users that are interested in MultiModalSA are comparing it to the libraries listed below
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆70Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 5 months ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated 2 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆24Updated 4 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 6 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated last year
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆32Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- ☆32Updated 6 months ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆29Updated last year
- ☆22Updated last year
- ☆58Updated 3 months ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆24Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆64Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆86Updated 2 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆69Updated 2 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆36Updated 7 months ago
- ☆57Updated 7 months ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated 8 months ago
- ☆14Updated 9 months ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆121Updated 2 weeks ago
- ☆23Updated 5 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆11Updated 6 months ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆110Updated 4 years ago
- This paper list is about multimodal sentiment analysis.☆31Updated 3 years ago
- The implementation of CubeMLP☆43Updated last year
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆79Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆220Updated last year
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆178Updated last year