教育背景 1993年、1996年 分别获南京大学理学学士、硕士学位 2001年 清华大学工学博士学位 工作履历 2001.07-2003.02 清华大学计算机系 助理研究员 2003.03-2022.12 中国科学院自动化研究所 历任副研究员、研究员、模式识别国家重点实验室副主任、学术委员会委员、学位委员会委员 2022.12-至今 清华大学自动化系 长聘教授 学术兼职 Board Member, International Speech Communication Association(ISCA ) Steering Committee Member, IEEE Transactions on Affective Computing Associate Editor, Machine Intelligence Research (MIR) Chairperson, ISCA SIG-CSLP 中国人工智能学会，常务理事、情感智能专委副主任 中国计算机学会，会士、常务理事、语音对话听觉专委副主任 中国图形图像学会，理事、人机交互专委主任 计算机研究与发展，编委 国家标准化委员会人工智能分委员会，副主任、智能感知集成工作组组长 奖励与荣誉 2022年，第九届中国电子学会十佳优秀科技工作者 2021年，获得中国电子学会技术发明奖一等奖 2021年，中国科学院大学研究生优秀课程 2020年，中国科学院大学唐立新教学名师奖 2018年，获得中国电子学会科学技术奖一等奖 2018年，国务院政府特殊津贴人员 2015年，国家杰出青年科学基金 2014年，获得北京市科学技术奖二等奖

智能信息融合与处理、语音处理、情感计算、大数据分析

Jianhua Tao, Tieniu Tan (Eds)，Affective Information Processing,Springer,2008 Keikichi Hirose，Jianhua Tao,Speech Prosody in Speech Synthesis：Modeling and generation of prosody for high quality and flexible speech synthesis,Springer,2015 Pengpeng Shao, Guohua Yang, Dawei Zhang, Jianhua Tao, Feihu Che, Tong Liu,Tucker decomposition-based Temporal Knowledge Graph Completion,Knowledge-Based Systems,Volume 238,2022 Xiao Sun,Jingyuan Li,and Jianhua Tao,Emotional Conversation Generation Orientated Syntactically Constrained Bidirectional-Asynchronous Framework,IEEE TRANSACTIONS ON AFFECTIVE COMPUTING,VOL.13,NO. 1,2022 Wang,Tao,Fu,Ruibo,Yi,Jiangyan,Tao,Jianhua,Wen,Zhengqi,NeuralDPS: Neural Deterministic Plus Stochastic Model With Multiband Excitation for Noise-Controllable Waveform Generation, IEEE/ACM Transactions on Audio, Speech, and Language Processing ,30:865-878,2022 Tao Wang,Jiangyan Yi,Ruibo Fu,Jianhua Tao, Zhengqi Wen,CampNet: Context-Aware Mask Prediction for End-to-End Text-Based Speech Editing, IEEE/ACM Transactions on Audio, Speech, and Language Processing,Volume30,2022 Zhengkun Tian, Jiangyan Yi, Jianhua Tao, Shuai Zhang; Zhengqi Wen, Hybrid Autoregressive and Non-Autoregressive Transformer Models for Speech Recognition, IEEE Signal Processing Letters,Volume29,2022 Zheng Lian, Bin Liu, Jianhua Tao, PIRNet: Personality-enhanced Iterative Refinement Network for Emotion Recognition in Conversation, IEEE Transactions on Neural Networks and Learning Systems,2022 Zheng Lian, Bin Liu, Jianhua Tao,SMIN: Semi-supervised Multi-modal Interaction Network for Conversational Emotion Recognition, IEEE Transactions on Affective Computing,DOI:10.1109,2022 Ke Xu, Bin Liu, Jianhua Tao, Zhao Lv, Cunhang Fan, Leichao Song,AHRNN: Attention‐Based Hybrid Robust Neural Network for emotion recognition,Cognitive Computation and Systems,4(1):85-95,2022 Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen and Shuai Zhang,Integrating Knowledge Into End-to-End Speech Recognition From External Text-Only Data,IEEE/ACM Transactions on Audio, Speech, and Language Processing,Vol 29,1340-1351,2021 Ye Bai, Jiangyan Yi, Jianhua Tao, Zhengkun Tian, Zhengqi Wen and Shuai Zhang, Fast End-to-End Speech Recognition Via Non-Autoregressive Models and Cross-Modal Knowledge Transferring From BERT, IEEE/ACM Transactions on Audio, Speech, and Language Processing,Vol 29,1897-1911,2022 Feihu Che, Jianhua Tao, Guohua Yang, Tong Liu, Dawei Zhang,Multi-aspect self-supervised learning for heterogeneous information network,Knowledge-Based Systems,Volume 233,2021 Yongwei Li, Jianhua Tao, Donna Erickson, Bin Liu, Masato Akagi,F0-Noise-Robust Glottal Source and Vocal Tract Analysis Based on ARX-LF Model,IEEE/ACM Transactions on Audio, Speech, and Language Processing,Vol.29, 3375-3383.2021 Zheng Lian, Bin Liu, Jianhua Tao, CTNet: Conversational Transformer Network for Emotion Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing,Vol 29,985-1000,2021 Zheng Lian, Bin Liu, Jianhua Tao, DECN: Dialogical Emotion Correction Network for Conversational Emotion Recognition, Neurocomputing,Vol 454,483-495,2021 Mingyue Niu, Bin Liu, Jianhua Tao, Qifei Li,A time-frequency channel attention and vectorization network for automatic depression level prediction, Neurocomputing, Vol 450,208-218,2021 Feihu Che, Guohua Yang, Dawei Zhang, Jianhua Tao, Tong Liu,Self-supervised graph representation learning via bootstrapping, Neurocomputing, Vol 456,88-96,2021 Fan Cunhang; Yi Jiangyan; Tao Jianhua; Tian Zhengkun; Liu Bin; Wen Zhengqi,Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing,Vol 29, 198-209,2021 Xiao Sun,Jia Li,Xing Wei, Changliang Li , Jianhua Tao ,Emotional Conversation Generation Based on a Bayesian Deep Neural Network,ACM TRANSACTIONS ON INFORMATION SYSTEMS,VOL.38,NO.1,2020 Xiao Sun , Jia Li, Xing Wei , Changliang Li, Jianhua Tao,Emotional editing constraint conversation content generation based on reinforcement learning, Information Fusion,VOL.56,70-80,2020 Ziping Zhao,Zhongtian Bao,Zixing Zhang,Nicholas Cummins,Haishuai Wang,Jianhua Tao, Bj?rn Schuller,Automatic Assessment of Depression From Speech via a Hierarchical Attention Transfer Network and Attention Autoencoders, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING,VOL.14, NO.2,2020 Fan, Cunhang; Tao, Jianhua; Liu, Bin; Yi, Jiangyan; Wen, Zhengqi; Liu, Xuefei,End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features, IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING,VOL.28, 1303-1314,2020 Bocheng Zhao, Jianhua Tao, Minghao Yang, Zhengkun Tian,Cunhang Fan,Ye Bai,Deep imitator: handwriting calligraphy imitation via deep attention networks, Pattern Recognition,VOL.104,107080-107080,2020 Zheng Lian, Ya Li, Jianhua Tao, Jian Huang ,Mingyue Niu,Expression Analysis Based on Face Regions in Read-world Conditions, International Journal of Automation and Computing,Vol 17,96-107,2020 Yibin Zheng , Jianhua Tao, Zhengqi Wen, Jiangyan Yi ,Forward–Backward Decoding Sequence for Regularizing End-to-End TTS, IEEE/ACM Trans. Audio, Speech & Language Processing,Vol 12,2067-2079,2019 Jianhua Tao, Jian Huang, Ya Li, Zheng Lian, Mingyue Niu, Semi-supervised Ladder Networks for Speech Emotion Recognition, International Journal of Automation and Computing,Vol.16 No.4, 437-448,2019 Jiangyan Yi,Jianhua Tao,Zhengqi Wen, Ye Bai, Language-Adversarial Transfer Learning for Low-Resource Speech Recognition, IEEE/ACM Trans. Audio, Speech & Language Processing,Vol 3(27), 621-630,2019 Ya Li, Jianhua Tao, Wei Lai, Xiaoying Xu,Quantitative intonation modeling of interrogative sentences for Mandarin speech synthesis, Speech Communication,Volume 89, PP:92-102,2017 Ya Li, Jianhua Tao, Linlin Chao,Wei Bao, Yazhu Liu, CHEAVD: a Chinese natural emotional audio–visual database, Journal of Ambient Intelligence and Humanized Computing,Vol 8(6),913-924,2016 Su-Jing Wang,Wen-Jing Yan,Xiaobai Li,Guoying Zhao,Chun-Guang Zhou,Xiaolan Fu,Minghao Yang,Jianhua Ta, Micro-Expression Recognition Using Color Spaces,IEEE Transactions on Image Processing,Vol.24, No.12, 6034-6047,2015 Wang Xiaoyan,Yang Minghao,Xia Ming,Zhan Yongsong,Shi Lihui，Ma,Chuanyan Tao,Jianhua,Chen Shengyong, Fast unsupervised texture segmentation using Texel similarity map, Journal Of Modern Optics,Vol. 62, 1211-1222,2015 Minghao Yang,Jianhua Tao,Linlin Chao,Hao Li,Dawei Zhang,Hao Che,Tingli Gao,Bin Liu, User behavior fusion in dialog management with multi-modal history cues,Multimedia Tools and Applications,Volume 74, Issue 22, 10025-10051,2015 J Tao,K Hirose,K Tokuda,AW Black,Introduction to the Issue on Statistical Parametric Speech Synthesis,IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 8 (2) :170-172,2014 Zhengqi Wen,Jianhua Tao,Shifeng Pan,Yang Wang,Pitch-Scaled Spectrum Based Excitation Model for HMM-based Speech Synthesis, Journal of Signal Processing Systems,Vol74,423-435,2014 Minghao Yang, Jianhua Tao, Kaihui Mu, Ya Li, Jianfeng Che,A Multimodal Approach of Generating 3D Human-like Talking Agent,Journal on Multimodal User Interfaces,Vol.5(1-2),61-68,2012 Jianhua Tao, Shifeng Pan, Minghao Yang, Ya Li, Kaihui Mu and Jianfeng Che,Utterance independent bimodal emotion recognition in spontaneous communication,Journal on Advances in Signal Processing,Vol.4,1-11,2011 Jianhua Tao, Meng Zhang, Jani Nurminen, Jilei Tian, Xia Wang, Supervisory Data Alignment for Text-independent Voice Conversion, IEEE Transactions on Audio, Speech and Language Processing, Vol. 18, No. 5, 932-943,2010 Jianhua Tao, Le Xin, Panrong Yin, Realistic Visual Speech Synthesis based on Hybrid Concatenation Method, IEEE Transactions on Audio, Speech and Language Processing, Vol. 17, No. 3, 469-477,2009 Jianhua Tao, Yongguo Kang, Aijun Li,Prosody conversion from neutral speech to emotional speech, IEEE Transactions on Audio, Speech, and Language Processing, Vol. 14, No. 4,1145-1154,2006 Ren-Hua Wang, Sin-Horng Chen, Jianhua Tao, Min Chu,MANDARIN TEXT-TO-SPEECH SYNTHESIS,Advanced Chinese Spoken Language Processing,Vol.5,2006