ando-hub / MSA_Pretrain
Official pytorch implementation of "On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis"
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MSA_Pretrain
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆58Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆52Updated last month
- The implementation of CubeMLP☆41Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆65Updated last year
- ☆170Updated last year
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆38Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆23Updated last year
- ☆53Updated 4 months ago
- A Tool for extracting multimodal features from videos.☆141Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆14Updated 10 months ago
- Pytorch implementation for Tailor Versatile Multi-modal Learning for Multi-label Emotion Recognition☆55Updated 2 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆22Updated 2 years ago
- UniSA: Unified Generative Framework for Sentiment Analysis☆47Updated 6 months ago
- ☆21Updated last year
- ☆28Updated 2 months ago
- Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"☆57Updated 2 weeks ago
- PS-Mixer: A Polar-Vector and Strength-Vector Mixer Model for Multimodal Sentiment Analysis☆30Updated last year
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆82Updated 2 years ago
- Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis☆71Updated last month
- ☆33Updated 2 years ago
- ☆13Updated 5 months ago
- [TMM2022] Source codes of CENet☆22Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆25Updated last year
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆107Updated 4 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆30Updated 3 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations"☆83Updated last year
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆191Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆50Updated last year
- ☆13Updated 2 months ago
- An official implementation of "Decoupled Multimodal Distilling for Emotion Recognition" in PyTorch. (CVPR 2023 highlight)☆96Updated last year