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multimodal emotion recognition

56 papers

MER

Papers

CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition AAAI 2024 CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024 EASUM: Enhancing Affective State Understanding Through Joint Sentiment and Emotion Modeling for Multimodal Tasks WACV 2024 Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NeurIPS 2024 Enhancing Modal Fusion by Alignment and Label Matching for Multimodal Emotion Recognition Interspeech 2024 Enhancing Multimodal Emotion Recognition through ASR Error Compensation and LLM Fine-Tuning Interspeech 2024 Integrating Representation Subspace Mapping with Unimodal Auxiliary Loss for Attention-based Multimodal Emotion Recognition COLING 2024 LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information Interspeech 2024 MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models SemEval 2024 Multimodal Fusion of Music Theory-Inspired and Self-Supervised Representations for Improved Emotion Recognition Interspeech 2024 Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition EMNLP 2024 SAMSEMO: New dataset for multilingual and multimodal emotion recognition Interspeech 2024 UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause EMNLP 2024 A Dual Attention-based Modality-Collaborative Fusion Network for Emotion Recognition Interspeech 2023 Decoupled Multimodal Distilling for Emotion Recognition CVPR 2023 Incomplete Multimodality-Diffused Emotion Recognition NeurIPS 2023 Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition EMNLP 2023 "Select language, modality or put on a mask!" Experiments with Multimodal Emotion Recognition Interspeech 2023 Self-adaptive Context and Modal-interaction Modeling For Multimodal Emotion Recognition ACL 2023 SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition Interspeech 2023 Topic and Style-aware Transformer for Multimodal Emotion Recognition ACL 2023 Video Multimodal Emotion Recognition System for Real World Applications Interspeech 2023 COGMEN: COntextualized GNN based Multimodal Emotion recognitioN NAACL 2022 M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition Interspeech 2022