MultiModal Sentiment Analysis architectures for CMU-MOSEI.
☆62Dec 9, 2022Updated 3 years ago
Alternatives and similar repositories for MultiModalSA
Users that are interested in MultiModalSA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Paper "SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis", COLING2020☆13Oct 6, 2023Updated 3 years ago
- Multimodal (text, acoustic, visual) Sentiment Analysis and Emotion Recognition on CMU-MOSEI dataset.☆33Nov 8, 2020Updated 5 years ago
- MultimodalSDK provides tools to easily apply machine learning algorithms on well-known affective computing datasets such as CMU-MOSI, CMU…☆15Jan 18, 2018Updated 8 years ago
- Multimodal Transformer for Korean Sentiment Analysis with Audio and Text Features☆28Sep 7, 2021Updated 5 years ago
- Code for MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis https://arxiv.org/abs/2201.09828 (to be presented in ICASSP…☆34Mar 7, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official PyTorch implementation of Multilogue-Net (Best paper runner-up at Challenge-HML @ ACL 2020)☆58Dec 8, 2022Updated 3 years ago
- Data parser for the CMU-MultimodalSDK package including parsing for CMU-MOSEI, CMU-MOSI, and POM datasets☆38Aug 15, 2024Updated 2 years ago
- Codes for paper "Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis"☆265Jun 25, 2022Updated 4 years ago
- Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.☆66Apr 23, 2021Updated 5 years ago
- MMSA is a unified framework for Multimodal Sentiment Analysis.☆1,067Jan 15, 2025Updated last year
- This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment An…☆73Apr 16, 2023Updated 3 years ago
- This is a short tutorial for using the CMU-MultimodalSDK.☆87Mar 20, 2019Updated 7 years ago
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated 2 years ago
- Code for NAACL 2021 paper: MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences☆41Feb 22, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information M…☆205Mar 14, 2023Updated 3 years ago
- Code for the winning solution in the SE&R 2022 Challenge - SER track.☆16Mar 28, 2023Updated 3 years ago
- The official implementation for paper: Multimodal Emotion Recognition Calibration in Conversations, MM '24.☆18Sep 4, 2024Updated 2 years ago
- [ACL'19] [PyTorch] Multimodal Transformer☆1,007Sep 12, 2022Updated 4 years ago
- Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"☆80Jun 16, 2021Updated 5 years ago
- DeepCU: Integrating Both Common and Unique Latent Information for Multimodal Sentiment Analysis, IJCAI-19☆19Nov 21, 2019Updated 6 years ago
- A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis☆129Feb 25, 2025Updated last year
- ☆28Aug 2, 2023Updated 3 years ago
- Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities, in EMNLP2022☆28Jun 21, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning☆116Aug 4, 2020Updated 6 years ago
- Contextual inter modal attention for multimodal sentiment analysis☆45Aug 28, 2021Updated 5 years ago
- This is the code for Coupled-translation Fusion Network.☆11Dec 2, 2021Updated 4 years ago
- ☆15May 3, 2023Updated 3 years ago
- ☆371Dec 4, 2023Updated 2 years ago
- The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.☆124Sep 20, 2021Updated 5 years ago
- ☆13Jan 11, 2024Updated 2 years ago
- AdaFN-AG: Enhancing Multimodal Interaction with Adaptive Feature Normalization for Multimodal Sentiment Analysis☆14Dec 18, 2024Updated last year
- The source code for the paper titled "Sentiment Knowledge Enhanced Attention Fusion Network (SKEAFN)".☆31Aug 17, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- CM-BERT: Cross-Modal BERT for Text-Audio Sentiment Analysis（MM2020）☆115Oct 14, 2020Updated 5 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆15May 10, 2022Updated 4 years ago
- The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".☆108Feb 9, 2023Updated 3 years ago
- ☆27Oct 7, 2021Updated 5 years ago
- 多模态融合情感分析☆142May 15, 2020Updated 6 years ago
- ☆14Oct 10, 2024Updated last year
- [ICME 2023 Oral] Pytorch implementation for Multimodal Sentiment Analysis with Preferential Fusion and Distance-aware Contrastive Learnin…☆24Jan 2, 2024Updated 2 years ago