imadhou / multimodal-sentiment-analysisLinks
Multimodal sentiment analysis
☆23Updated 2 years ago
Alternatives and similar repositories for multimodal-sentiment-analysis
Users that are interested in multimodal-sentiment-analysis are comparing it to the libraries listed below
Sorting:
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆50Updated 2 years ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆70Updated 11 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆79Updated last year
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆121Updated 4 years ago
- ☆24Updated 2 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated last year
- ☆94Updated 2 years ago
- The implementation of CubeMLP☆47Updated 2 years ago
- ☆63Updated 4 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆59Updated last year
- depression detection by using tweets☆28Updated 6 years ago
- [Findings of NAACL 2024] Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation☆35Updated 10 months ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆29Updated last year
- Emotion recognition from IEMOCAP datasets.☆37Updated 5 years ago
- ☆79Updated 10 months ago
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆61Updated 6 months ago
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆28Updated 2 years ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆23Updated 5 years ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆146Updated last year
- ☆302Updated last year
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆35Updated last year
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆253Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆114Updated 4 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- ☆10Updated 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis (ALMT)☆128Updated 6 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆90Updated 2 years ago
- This repository applies Deep Learning techniques for depression detection in text, using LSTM, GRU, BiLSTM, BERT models, and a baseline F…☆16Updated 2 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆126Updated 7 months ago