multimodal-sentiment-analysis

declare-lab/multimodal-deep-learning

This repository contains various models targetting multimodal representation learning, multimodal fusion for downstream tasks such as multimodal sentiment analysis.

thuiar/MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

microsoft/UniVL

An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"

YeexiaoZheng/Multimodal-Sentiment-Analysis

多模态情感分析——基于BERT+ResNet的多种融合方法

declare-lab/Multimodal-Infomax

This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.

thuiar/MMSA-FET

A Tool for extracting multimodal features from videos.

declare-lab/contextual-utterance-level-multimodal-sentiment-analysis

Context-Dependent Sentiment Analysis in User-Generated Videos

shamanez/Self-Supervised-Embedding-Fusion-Transformer

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

thuiar/Cross-Modal-BERT

CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）

abikaki/awesome-speech-emotion-recognition

😎 Awesome lists about Speech Emotion Recognition

Haoyu-ha/ALMT

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)

PreferredAI/vista-net

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

anita-hu/MSAF

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

declare-lab/BBFN

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

NUSTM/FacialMMT

A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)

Vincent-ZHQ/DMER

A survey of deep multimodal emotion recognition.

Haoyu-ha/LNLN

Towards Robust Multimodal Sentiment Analysis with Incomplete Data

declare-lab/hfusion

Multimodal sentiment analysis using hierarchical fusion with context modeling

XL2248/MSCTD

Code and Data for the ACL22 main conference paper "MSCTD: A Multimodal Sentiment Chat Translation Dataset"

MKMaS-GUET/KuDA

Codebase for EMNLP 2024 Findings Paper "Knowledge-Guided Dynamic Modality Attention Fusion Framework for Multimodal Sentiment Analysis"

Kaicheng-Yang0828/Multimodal-Sentiment-Analysis-Paper-list

This paper list is about multimodal sentiment analysis.

roshansridhar/Multimodal-Sentiment-Analysis

Engaged in research to help improve to boost text sentiment analysis using facial features from video using machine learning.

taco-group/DecAlign

A novel cross-modal decoupling and alignment framework for multimodal representation learning.

declare-lab/MSA-Robustness

NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis

declare-lab/MM-Align

[EMNLP 2022] This repository contains the official implementation of the paper "MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences"

imadhou/multimodal-sentiment-analysis

Multimodal sentiment analysis

sverma88/DeepCU-IJCAI19

DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19

WangJingyao07/Multimodal-Sentiment-Analysis-for-Health-Navigation

Emotion recognition methods through facial expression, speeches, audios, and multimodal data

vkeswani/IITK_Memotion_Analysis

Bimodal and Unimodal Sentiment Analysis of Internet Memes (Image+Text)

Vamos66/MTAMW

mongodb-developer/Google-Cloud-Sentiment-Chef

Sentiment Analysis, Summarization, Tagging with MongoDB Atlas and Gemini — Google Cloud's AI model

cleopatra-itn/fair_multimodal_sentiment

Code and Splits for the paper "A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods", In Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding (MMPT ’21), August 21, 2021,Taipei, Taiwan

Baibhav-nag/Multimodal-emotion-recognition

Multimodal emotion recognition on two benchmark datasets RAVDESS and SAVEE from audio-visual information using CNN(Convolutional Neural Networks)

ichalkiad/cryptogpcausality

This repository contains the code for the paper "Sentiment-driven statistical causality in multimodal systems", by Ioannis Chalkiadakis, Anna Zaremba, Gareth W. Peters and Michael J. Chantler.

ttrikn/EMVAS

Open source code for paper: End-to-End Multimodal Emotion Visualization Analysis System