melanchthon19 / multimodal_cnn
Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.
☆22Updated 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.☆42Updated 2 years ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆85Updated last year
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆98Updated 2 years ago
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆68Updated last year
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆57Updated 4 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆34Updated last year
- This paper list is about multimodal sentiment analysis.☆31Updated 3 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆116Updated 3 years ago
- ☆11Updated 6 months ago
- ☆32Updated 5 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
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆62Updated 3 months ago
- AuxFormer: Robust Approach to Audiovisual Emotion Recognition☆14Updated last year
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆30Updated 4 years ago
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆66Updated 2 years ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆70Updated 11 months ago
- ☆22Updated last year
- The PyTorch code for paper: "CONSK-GCN: Conversational Semantic- and Knowledge-Oriented Graph Convolutional Network for Multimodal Emotio…☆11Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆62Updated last year
- Source code for paper Multi-Task Learning for Depression Detection in Dialogs (SIGDial 2022)☆10Updated 3 weeks 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 last year
- Multimodal Emotion Recognition in Conversation Challenge( CCAC 2023)☆39Updated 9 months ago
- Implementation of the paper "Multimodal Transformer With Learnable Frontend and Self Attention for Emotion Recognition" submitted to ICAS…☆24Updated 3 years ago
- Code for Findings of ACL 2022 Paper "Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors"☆25Updated 2 years ago
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆36Updated 2 months ago
- Multimodal Fusion, Multimodal Sentiment Analysis☆22Updated 4 years ago
- A survey of deep multimodal emotion recognition.☆53Updated 2 years ago
- [TMM2022] Source codes of CENet☆28Updated last year
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆32Updated 6 months ago