melanchthon19 / multimodal_cnn
Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.
☆26Updated 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
- MultiModal Sentiment Analysis architectures for CMU-MOSEI.☆43Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 6 months ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆101Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- ☆33Updated 7 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆38Updated 8 months ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆74Updated 2 years ago
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆30Updated last year
- ☆14Updated last month
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆119Updated 3 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆34Updated 8 months ago
- ☆60Updated 8 months ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆67Updated last year
- This paper list is about multimodal sentiment analysis.☆32Updated 3 years ago
- ☆22Updated last year
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆65Updated 5 months ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆12Updated 7 months ago
- Sentiment Knowledge Enhanced Self-supervised Learning☆9Updated last year
- ☆14Updated 10 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆52Updated 3 years ago
- 多模态,语音和文本结合的情感识别,大模型finetune☆17Updated last year
- ☆16Updated 7 months ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 4 months ago
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆32Updated 2 years ago
- M-SENA: All-in-One Platform for Multimodal Sentiment Analysis☆86Updated 3 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆123Updated last month
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis(MM2020)☆112Updated 4 years ago
- ☆63Updated 4 months ago