melanchthon19 / multimodal_cnn
Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.
☆27Updated 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.☆44Updated 2 years ago
- Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis (TAC 2023)☆59Updated 7 months ago
- Source code for ICASSP 2022 paper "MM-DFN: Multimodal Dynamic Fusion Network For Emotion Recognition in Conversations".☆86Updated 2 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆103Updated 2 years ago
- MultiEMO: An Attention-Based Correlation-Aware Multimodal Fusion Framework for Emotion Recognition in Conversations (ACL 2023)☆69Updated last year
- ☆15Updated last month
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆71Updated 2 years ago
- ☆33Updated 8 months ago
- A Fully End2End Multimodal System for Fast Yet Effective Video Emotion Recognition☆39Updated 8 months ago
- This repository contains the official implementation code of the paper Transformer-based Feature Reconstruction Network for Robust Multim…☆35Updated 2 years ago
- ☆59Updated 9 months ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆33Updated 8 months ago
- This repository provides implementation for the paper "Self-attention fusion for audiovisual emotion recognition with incomplete data".☆137Updated 7 months ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- Sentiment Knowledge Enhanced Self-supervised Learning☆9Updated last year
- Make Acoustic and Visual Cues Matter: CH-SIMS v2.0 Dataset and AV-Mixup Consistent Module☆75Updated 2 years ago
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆112Updated 4 years ago
- ☆23Updated last year
- IEEE T-BIOM : "Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention"☆38Updated 5 months ago
- A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations (ACL 2023)☆64Updated 6 months ago
- A demo for multi-modal emotion recognition.(多模态情感识别demo)☆88Updated last year
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆12Updated 8 months ago
- Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition☆74Updated last year
- Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities, in SIGIR2022☆31Updated last year
- [EMNLP2023] Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction☆63Updated 9 months ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆120Updated 3 years ago
- ☆64Updated 5 months ago
- ☆14Updated 10 months ago
- [TMM2022] Source codes of CENet☆31Updated 2 years ago
- 多模态，语音和文本结合的情感识别，大模型finetune☆19Updated last year