melanchthon19 / multimodal_cnnLinks
Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.
☆27Updated 4 years ago
Alternatives and similar repositories for multimodal_cnn
Users that are interested in multimodal_cnn are comparing it to the libraries listed below
Sorting:
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆47Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆88Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆105Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆120Updated 3 years ago
- ☆33Updated 11 months ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆63Updated 11 months ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆143Updated 11 months ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆113Updated 4 years ago
- ☆64Updated last year
- ☆17Updated last year
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆77Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆126Updated 6 months ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆69Updated 9 months ago
- ☆26Updated 3 years ago
- ☆196Updated 2 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆91Updated 3 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆81Updated 2 years ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆89Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated last year
- This is a short tutorial for using the CMU-MultimodalSDK.☆86Updated 6 years ago
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆219Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆249Updated 2 years ago
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆189Updated 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 3 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆41Updated last year
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆38Updated 2 years ago
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆35Updated 2 years ago
- ☆16Updated 5 months ago