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systems emotion detection personality profiling emotion recognition personality traits conversational ai multimodal interactions multimodal sentiment analysis multimodal emotion recognition emotion recognition in conversation updated may 17 2026 python thuiar mmsa star 1k code issues pull requests mmsa is a unified framework for multimodal sentiment analysis framework dataset multi task learning multimodal sentiment analysis updated jan 15 2025 python declare lab multimodal deep learning star 922 code issues pull requests this repository contains various models targetting multimodal representation learning multimodal fusion for downstream tasks such as multimodal sentiment analysis multimodal interactions multimodal learning multimodal sentiment analysis multimodal deep learning updated mar 15 2023 openedge abl yeexiaozheng multimodal sentiment analysis star 369 code issues pull requests 多模态情感分析 基于bert resnet的多种融合方法 pytorch transformer attention multimodal sentiment analysis multimodal torchvision updated nov 20 2022 python microsoft univl star 366 code issues pull requests an official implementation for univl a unified video and language pre training model for multimodal understanding and generation video localization caption alignment segmentation coin multimodality joint multimodal sentiment analysis pretrain pretraining msrvtt video text retrieval video text video language youcookii retrieval task caption task updated jul 25 2024 python thuiar mmsa fet star 212 code issues pull requests a tool for extracting multimodal features from videos multimodal sentiment analysis multimodal deep learning updated feb 11 2023 python declare lab multimodal infomax star 203 code issues pull requests this repository contains the official implementation code of the paper improving multimodal fusion with hierarchical mutual information maximization for multimodal sentiment analysis accepted at emnlp 2021 multimodal sentiment analysis multimodal deep learning multimodal fusion updated mar 14 2023 python haoyu ha almt star 152 code issues pull requests learning language guided adaptive hyper modality representation for multimodal sentiment analysis almt sentiment analysis transformer multimodal learning multimodal sentiment analysis updated apr 9 2025 python declare lab contextual utterance level multimodal sentiment analysis star 126 code issues pull requests context dependent sentiment analysis in user generated videos sentiment analysis keras lstm lstm neural networks multimodal interactions multimodal sentiment analysis updated mar 14 2023 python shamanez self supervised embedding fusion transformer star 123 code issues pull requests the code for our ieee access 2020 paper multimodal emotion recognition with transformer based self supervised feature fusion bert emotion recognition multimodal sentiment analysis multimodal deep learning self supervised learning multimodal emotion recognition updated sep 20 2021 python haoyu ha lnln star 118 code issues pull requests towards robust multimodal sentiment analysis with incomplete data multimodal learning multimodal sentiment analysis robust msa updated feb 24 2026 python thuiar cross modal bert star 115 code issues pull requests cm bert cross modal bert for text audio sentiment analysis mm2020 multimodal sentiment analysis acmmm2020 cross modal bert updated oct 14 2020 python taco group decalign star 106 code issues pull requests iclr 2026 decalign aligning cross modal semantics for multimodal foundation models video alignment decoupling video understanding emotion recognition interpretability multimodal learning multimodal sentiment analysis multimodal multimodal deep learning updated jul 2 2026 javascript abikaki awesome speech emotion recognition star 101 code issues pull requests awesome lists about speech emotion recognition machine learning awesome deep neural networks deep learning emotion artificial intelligence awesome list human computer interaction speech processing affective computing sentiment classification emotion detection emotion recognition multimodal sentiment analysis speech emotion recognition expressive speech synthesis multimodal emotion recognition emotional speech speech emotion classification updated dec 24 2024 preferredai vista net star 87 code issues pull requests code for the paper vistanet visual aspect attention network for multimodal sentiment analysis aaai 19 sentiment analysis attention mechanism multimodal learning multimodal sentiment analysis updated apr 1 2023 python anita hu msaf star 80 code issues pull requests offical implementation of paper msaf multimodal split attention fusion pytorch action recognition multimodal learning multimodal sentiment analysis multimodal deep learning ntu rgbd cmu mosei multimodal emotion recognition ravdess updated jun 16 2021 python nustm facialmmt star 75 code issues pull requests a facial expression aware multimodal multi task learning framework for emotion recognition in multi party conversations acl 2023 face detection facial expression recognition emotion recognition multi task learning multimodal sentiment analysis updated nov 4 2024 python mkmas guet kuda star 73 code issues pull requests codebase for emnlp 2024 findings paper knowledge guided dynamic modality attention fusion framework for multimodal sentiment analysis sentiment analysis dynamic fusion multimodal sentiment analysis updated nov 27 2024 python declare lab bbfn star 72 code issues pull requests this repository contains the implementation of the paper bi bimodal modality fusion for correlation controlled multimodal sentiment analysis multimodal sentiment analysis multimodal deep learning multimodal representation huggingface transformers updated apr 16 2023 python vincent zhq dmer star 57 code issues pull requests a survey of deep multimodal emotion recognition review survey emotion recognition multimodal sentiment analysis multimodal emotion recognition updated may 6 2022 load more improve this 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