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:
- This repository applies Deep Learning techniques for depression detection in text, using LSTM, GRU, BiLSTM, BERT models, and a baseline F…☆18Updated 2 years ago
- Official source code for the paper: "It’s Just a Matter of Time: Detecting Depression with Time-Enriched Multimodal Transformers"☆60Updated 2 years ago
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆62Updated last year
- ☆64Updated 4 years ago
- [Findings of NAACL 2024] Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation☆39Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆57Updated 3 years ago
- The implementation of CubeMLP☆51Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆123Updated 4 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆51Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆74Updated last year
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆34Updated 2 years ago
- ☆96Updated 3 years ago
- MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis☆274Updated 2 years ago
- PyTorch implementation of the models described in the IEEE ICASSP 2022 paper "Is cross-attention preferable to self-attention for multi-m…☆63Updated 10 months ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆26Updated 5 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆26Updated 3 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆92Updated 2 years ago
- ABAW6 (CVPR-W) We achieved second place in the valence arousal challenge of ABAW6☆31Updated last year
- A survey of deep multimodal emotion recognition.☆54Updated 3 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Updated 5 years ago
- ☆34Updated last year
- GCNet, official pytorch implementation of our paper "GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation"☆94Updated 9 months ago
- Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities☆71Updated 3 years ago
- ☆323Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- depression detection by using tweets☆27Updated 7 years ago
- ☆37Updated last year
- Emotion recognition from IEMOCAP datasets.☆41Updated 5 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆37Updated 2 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆36Updated last year