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IEEE Transactions on Affective Computing最新文献

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Multi-Level Relation-Aware Knowledge Distillation With Hierarchical Fusion for Incomplete Multimodal Sentiment Analysis 面向不完全多模态情感分析的多层次关系感知知识蒸馏与层次融合
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-27 DOI: 10.1109/taffc.2026.3687649
Mingyang Ye, Ming Yin, Yi Guo
{"title":"Multi-Level Relation-Aware Knowledge Distillation With Hierarchical Fusion for Incomplete Multimodal Sentiment Analysis","authors":"Mingyang Ye, Ming Yin, Yi Guo","doi":"10.1109/taffc.2026.3687649","DOIUrl":"https://doi.org/10.1109/taffc.2026.3687649","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"25 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147753196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Strength in Numbers, Power in Subjectivity: Scalable Modeling of Individual Annotators for Emotion Recognition Within and Across Corpora 数量的力量，主体性的力量：语料库内部和跨语料库情感识别的个体注释器的可扩展建模
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-23 DOI: 10.1109/taffc.2026.3687422
James Tavernor, Emily Mower Provost
{"title":"Strength in Numbers, Power in Subjectivity: Scalable Modeling of Individual Annotators for Emotion Recognition Within and Across Corpora","authors":"James Tavernor, Emily Mower Provost","doi":"10.1109/taffc.2026.3687422","DOIUrl":"https://doi.org/10.1109/taffc.2026.3687422","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"1 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735971","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UCSM-TG: Utterance, Conversation and Speaker-level Speech Emotion Tracking Model in Conversations Using Transformer-GRU UCSM-TG：基于Transformer-GRU的会话中话语、会话和说话人层面的语音情感跟踪模型
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-23 DOI: 10.1109/taffc.2026.3686996
Kunxia Wang, Xudong Liu, Takashi Yamauchi, Li Liu
{"title":"UCSM-TG: Utterance, Conversation and Speaker-level Speech Emotion Tracking Model in Conversations Using Transformer-GRU","authors":"Kunxia Wang, Xudong Liu, Takashi Yamauchi, Li Liu","doi":"10.1109/taffc.2026.3686996","DOIUrl":"https://doi.org/10.1109/taffc.2026.3686996","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"20 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735970","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LPM-Aug: Latent Pathology-Informed Multimodal Augmentation for Generalized Cognitive Decline Detection Via Speech 基于潜在病理信息的多模态增强：通过言语检测广义认知衰退
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-22 DOI: 10.1109/taffc.2026.3686332
Xiaobao Wang, Bin Wen, Xiao Wei, Yuqin Lin, Kai Li, Yaru Cao, Tianrui Wang, Mingyang Gu, Yu Jiang, Jinyu Li, Longbiao Wang, Jianwu Dang
{"title":"LPM-Aug: Latent Pathology-Informed Multimodal Augmentation for Generalized Cognitive Decline Detection Via Speech","authors":"Xiaobao Wang, Bin Wen, Xiao Wei, Yuqin Lin, Kai Li, Yaru Cao, Tianrui Wang, Mingyang Gu, Yu Jiang, Jinyu Li, Longbiao Wang, Jianwu Dang","doi":"10.1109/taffc.2026.3686332","DOIUrl":"https://doi.org/10.1109/taffc.2026.3686332","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"25 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147735975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MA-DLE: Speech-based Automatic Depression Level Estimation via Memory Augmentation MA-DLE：基于记忆增强的语音自动抑郁水平估计
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-20 DOI: 10.1109/taffc.2026.3685963
Xuzhi Wang, Xinran Wu, Ziping Zhao, Jianhua Tao, Bj¨orn W. Schuller
{"title":"MA-DLE: Speech-based Automatic Depression Level Estimation via Memory Augmentation","authors":"Xuzhi Wang, Xinran Wu, Ziping Zhao, Jianhua Tao, Bj¨orn W. Schuller","doi":"10.1109/taffc.2026.3685963","DOIUrl":"https://doi.org/10.1109/taffc.2026.3685963","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"283 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation 基于可逆图神经网络的面部反应分布学习
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-20 DOI: 10.1109/taffc.2026.3682774
Tong Xu, Micol Spitale, Hao Tang, Lu Liu, Hatice Gunes, Siyang Song
{"title":"Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation","authors":"Tong Xu, Micol Spitale, Hao Tang, Lu Liu, Hatice Gunes, Siyang Song","doi":"10.1109/taffc.2026.3682774","DOIUrl":"https://doi.org/10.1109/taffc.2026.3682774","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"33 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
SLAB: A Self-supervised Label Generation Framework to Reduce Annotation Overhead SLAB：一个减少标注开销的自监督标签生成框架
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-20 DOI: 10.1109/taffc.2026.3685365
Kshitish Ghate, Hrithik Nambiar, Alfiya M. Shaikh, Swarnali Banik, Surjya Ghosh, Niloy Ganguly, Snehanshu Saha
{"title":"SLAB: A Self-supervised Label Generation Framework to Reduce Annotation Overhead","authors":"Kshitish Ghate, Hrithik Nambiar, Alfiya M. Shaikh, Swarnali Banik, Surjya Ghosh, Niloy Ganguly, Snehanshu Saha","doi":"10.1109/taffc.2026.3685365","DOIUrl":"https://doi.org/10.1109/taffc.2026.3685365","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"22 3 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data Distribution Evolution for Robust EEG Emotion Recognition with Limited Data Resource 有限数据资源下鲁棒脑电情绪识别的数据分布演化
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-20 DOI: 10.1109/taffc.2026.3684827
Tiehang Duan, Zhenyi Wang, Li Shen, Shuteng Niu, Gianfranco Doretto, Donald A. Adjeroh, Cui Tao
{"title":"Data Distribution Evolution for Robust EEG Emotion Recognition with Limited Data Resource","authors":"Tiehang Duan, Zhenyi Wang, Li Shen, Shuteng Niu, Gianfranco Doretto, Donald A. Adjeroh, Cui Tao","doi":"10.1109/taffc.2026.3684827","DOIUrl":"https://doi.org/10.1109/taffc.2026.3684827","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"39 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Context-Aware Toxicity-Adaptive Sampling for Affective Language Generation 情境感知毒性-情感语言生成的自适应采样
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-20 DOI: 10.1109/taffc.2026.3685346
Xueyao Sun, Kaize Shi, Qika Lin, Qing Li, Guandong Xu
{"title":"Context-Aware Toxicity-Adaptive Sampling for Affective Language Generation","authors":"Xueyao Sun, Kaize Shi, Qika Lin, Qing Li, Guandong Xu","doi":"10.1109/taffc.2026.3685346","DOIUrl":"https://doi.org/10.1109/taffc.2026.3685346","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"23 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147725646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hierarchical Dynamics Aggregation Network for Speech-based Depression Detection 基于语音抑制检测的层次动态聚合网络
IF 11.2 2区 计算机科学
IEEE Transactions on Affective Computing Pub Date : 2026-04-16 DOI: 10.1109/taffc.2026.3684889
Li Zhou, Ling Li, Rushi Lan, Zhenyu Liu, Xiaonan Luo, Bin Hu
{"title":"Hierarchical Dynamics Aggregation Network for Speech-based Depression Detection","authors":"Li Zhou, Ling Li, Rushi Lan, Zhenyu Liu, Xiaonan Luo, Bin Hu","doi":"10.1109/taffc.2026.3684889","DOIUrl":"https://doi.org/10.1109/taffc.2026.3684889","url":null,"abstract":"","PeriodicalId":13131,"journal":{"name":"IEEE Transactions on Affective Computing","volume":"22 1","pages":""},"PeriodicalIF":11.2,"publicationDate":"2026-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147695305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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