周素平 博士研究生 清华大学计算机科学与技术系 媒体所人机交互与情感计算实验室 导师: 贾珈 邮箱: supingzhou@qq.com 英文版

研究方向

主要包括情感计算和人机语音交互。

研究成果

[1] Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen. Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional modelling. In Proceedings of the 27th ACM International Conference on Multimedia. (MM’19)(CCF A, full paper)[pdf1] [pdf2]

[2] Jia Jia, Suping Zhou, Yufeng Yin, Boya Wu, Wei Chen, Fanbo Meng and Yanfeng Wang. Inferring Emotions From Large-scale Internet Voice Data. IEEE Transactions on Multimedia, 2019 (TMM’19) (SCI Q1 分区, IF=5.452) [pdf]

[3] Suping Zhou, Jia Jia, Qi Wang, Yufei Dong, Yufeng Yin and Kehua Lei. Inferring Emotion from Conversational Voice Data: A Semi-supervised Multi-path Generative Neural Network Approach. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence. (AAAI’18).(CCF A, full paper)[pdf]

[4] Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng, Fei Yu, Jialie Shen. Inferring Emphasis for Real Voice Data: an Attentive Multimodal Neural Network Approach. The 26th Anniversary International Conference on MultiMedia Modeling. (MMM’2020)(CCF C, full paper)[pdf]

[5] Suping Zhou, Jia Jia, Yanfeng Wang, Wei Chen, Fanbo Meng, Ya Li, Jianhua Tao. Emotion Inferring from Large-scale Internet Voice Data: A Multimodal Deep Learning Approach. 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia’18)(EI, full paper)[pdf].

[6] Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu and Zijian Tong. Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach. In Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI’17)(CCF A, full paper)

[7]Long Zhang, Jia Jia, Fanbo Meng, Suping Zhou, Wei Chen, Cunjun Zhang, Runnan Li. Emphasis Detection for Voice Dialogue Applications Using Multi-channel Convolutional Bidirectional Long Short-Term Memory Network In Proceedings of the 11th International Symposium on Chinese Spoken Language Processing (ISCSLP’18)(EI, full paper)

项目经历

科研合作项目-华为2012实验室中央媒体技术院音频工程部（09/2019- ）

• 情感语音合成: 主要负责其中的文本与语音情感分析部分。

搜狗公司AI交互技术部实习（04/2017- ）

• 同声传译中的情感迁移: 源语言的重音分析以及目标语言的重音合成.(涉及语言主要为中文、英文)

科研合作项目-好未来AILab（04/2018-07/2019）

• 教师授课风格分析: 对教师授课风格进行量化分析建模，并辅助教学质量检测。

科研合作项目-清华大学-阿里巴巴人机自然交互联合实验室（06/2018-04/2019）

• 多模态情感分析: 主要负责其中的语音模态情感分析以及多模态融合。

字节跳动数据挖掘部实习（10/2015-04/2016）

• 数据挖掘: 网页文本抽取及过滤。

获奖经历

• 2019年 清华之友-董氏东方奖学金

• 第十一届国际博士生论坛最佳论文奖 (清华、港中文、西工大联合举办)

• ACM亚洲区域赛:2015上海站银奖，2014鞍山站铜奖， 2015上海邀请赛银奖

• 2014~2016 连续3年国家奖学金(获奖比例，前%1)