简介

赵欢，女，湖南长沙人，1967年9月出生，博士，教授，博士生导师，现任湖南大学教务处副处长。国家级精品课程和国家精品资源共享课程“计算机系统组成与体系结构”负责人，省级教学团队“计算机体系结构”主要成员，国家级精品课程“大学信息技术基础”主讲教师。曾获湖南省三八红旗手称号，湖南大学第二届“天语教师奖”及第四届“刘銮雄本科优秀教学杰出教师奖”获得者。

研究方向

1. 语音信息处理

2. 自然语言处理

3. 图像处理

4. 情感计算

5. 人工智能

论文与著作

(一) 期刊论文

[1]     Zhao Huan, Cao Jie, Xu Mingquan, and Lu Jian.Variational neural decoder for abstractive text summarization. Computer scienceand Information Systems, 2020, 17(2):537-552. JCR三区, SCI四区

[2]     Huan Zhao, Tingting Li, Yufeng Xiao and Yu Wang.Improving Multi-Agent Generative Adversarial Nets with Variational LatentRepresentation. Entropy, 2020,22,1055: 1-18. JCR二区, SCI三区

[3]     Huan Zhao, Yufeng Xiao, Zixing Zhang. RobustSemisupervised Generative Adversarial Networks for Speech Emotion Recognitionvia Distribution Smoothness. IEEE Access, 2020, 8(6): 106889-106900. JCR一区, SCI二区, EI

[4]     Huan Zhao, Song Wang, Xiaolin She, Chenghui Su.Supervised Matrix Factorization Hashing with Quantitative Loss for Image-TextSearch. IEEE Access, 2020, 8(5): 102051-102064. JCR一区, SCI二区, EI

[5]     Yufeng xiao, Huan zhao, Tingting Li. LearningClass-aligned and Generalized Domain-invariant Representations for SpeechEmotion Recognition. IEEE Transactions on Emerging Topics in ComputationalIntelligence, 2020, 4(4): 480-489

[6]     Shaofang He, Huan Zhao.Automatic SyllableSegmentation Algorithm of Chinese Speech based on MF-DFA. Speech Communication,2017,92(9): 42-51. 语音信号处理顶刊，CCF B

[7]     Huan Zhao, Shaofang He. Analysis of speech signals'characteristics based on MF-DFA with moving overlapping windows. PhysicaA:Statistical Mechanics and its Applications, 2016, 442(1): 343-349. 二区

[8]     Huan Zhao, Shaofang He, Zuo Chen, and XixiangZhang. Dual Key Speech Encryption Algorithm Based Underdetermined BSS. TheScientific World Journal, 2014.5. 二区

[9]     Aboubakar Nasser Samatin Njikam, Huan Zhao. A novelactivation function for Multilayer feed-forward neural networks. AppliedIntelligence, 2016, 45(1): 75–82. CCF C, 三区

[10]  Huan Zhao, Gangjin Wang, Cheng Xu, Fei Yu. VoiceActivity Detection Method Based on Multi-valued Coarse-graining Lempel-ZivComplexity. Computer Science and Information Systems, 2011, 8(3): 869-888. 三区

[11]  Zhao Huan, Zhang Xixiang, Li Keqin. A Sentiment ClassificationModel Using Group Characteristics of Writing Style Features. InternationalJournal of Pattern Recognition and Artificial Intelligence, 2017,31(12):1756016(19 pages). CCF C, 四区

[12]  He Shaofang, Zhao Huan. A Retrieval Algorithm ofEncrypted Speech based on Syllable-level Perceptual Hashing. Computer Scienceand Information System, 2017,14(3):703-718. 四区

[13]  Huan Zhao, Zhiqiang Lu, Fei Yu,Cheng Xu. A NovelMagnitude-Squared Spectrum Cost Function for Speech Enhancement. Elektronika IrElektrotechnika, 2012, 122(6):11-14. 四区

[14]  Huan Zhao, Fei Wang, Zuo Chen. A Robust AudioWatermarking Algorithm Based on SVD-DWT. Elektronika Ir Elektrotechnika, 2014,20(1): 75-80. 四区

[15]  Huan Zhao, Jun Liu, Zuo Chen, Fei Wang. A New SoftMasking Method for Speech Enhancement in Frequency Domain. Elektronika IrElektrotechnika, 2014,20(2): 58-63. 四区

[16]  赵欢, 李仁发, 王家琴, 张在美. 一种综合多层信息的本体概念相似度计算方法研究. 通信学报, 2009, 30(6): 135-141. EI

[17]  赵欢, 王纲金, 胡炼, 彭秀娟. 车载环境下基于样本熵的语音端点检测方法. 计算机研究与发展, 2011, 48(3): 471-476. EI

[18]  赵欢, 谭华. Apriori算法在语音合成应用中的一种改进. 湖南大学学报自然科学版, 2004, 31(5): 94-98. EI

[19]  赵欢, 王纲金, 赵丽霞. 一种新的对数能量谱熵语音端点检测方法. 湖南大学学报自然科学版, 2010, 37(7): 72-77. EI

[20]  San Shibing, Zhao Huan. Research on the RegressionAlgorithm Analysis and its Application. Data Science Journal, 2007, 6(SUPPL):S485-S491. EI

[21]  Huan Zhao, Xiujuan Peng, Lian Hu, Gangjin Wang, FeiYu, Cheng Xu. An Improved Speech Enhancement Method Based on Teager EnergyOperator and Perceptual Wavelet Packet Decomposition. Journal of Multimedia,2011, 6(3):308-315. EI

[22]  Huan Zhao, Lian Hu, Xiujuan Peng, Gangjin Wang, FeiYu, Cheng Xu. An Improving MFCC Features Extraction Based on Fast ICA AlgorithmPlus RASTA Filtering. Journal of Computers, 2011, 6(7): 1477-1484. EI

[23]  Huan Zhao, He Liu, Kai Zhao, Yong Yang. RobustSpeech Feature Extraction Using the Hilbert Transform Spectrum EstimationMethod. International Journal of Digital Content Technology and its Applications,2011, 5(12): 85-95. EI

[24]  Zhao Huan, Zhao Kai, Liu He, Yu Fei. Improved MFCCfeature extraction combining symmetric ICA algorithm for robust speechrecognition. Journal of Multimedia, 2012,7(1): 74-81. EI

[25]  Huan Zhao, Yufeng Xiao. A Novel Robust MFCC ExtractionMethod Using Sample-ISOMAP for Speech Recognition. International Journal ofDigital Content Technology and its Applications, 2012, 6(19): 393-400. EI

[26]  Huan Zhao, Yong Yang, Zhiqiang Lu, Yu Fei.Efficient β-order Perceptually Motivated Spectral Amplitude Bayesian EstimatorBased on Chi-distribution for Speech Enhancement. Journal of Computers, 2012,7(11): 2829-2835. EI

[27]  Huan Zhao, Wenjie Gan. A New Pitch EstimationMethod Based on AMDF. Journal of Multimedia, 2013, 8(5): 618-625. EI

[28]  Zhao huan, Guo shaobin, Liu jun. Use of modifiedgain function with speech presence uncertainty for speech enhancement. Journalof Computational Information Systems, 2014,10(1): 385-393. EI

[29]  Rui Zheng, Huan Zhao, Xixiang Zhang. A WordSimilarity Algorithm with Sememe Probability Density Ratio Based on HowNet.International Journal of Hybrid Information Technology, 2015, 8(10): 417-426. EI

[30]  Huan Zhao, Jiaolong Wan, Zuo Chen. A noveldummy-based KNN query anonymization method in mobile services. InternationalJournal of Smart Home,2016, 10(6): 137-154. EI

[31]  Xixiang Zhang, Huan Zhao. A Long-Term FeatureSelection Based on Heuristic Strategy for Speaker Diarization. Journal ofInformation Hiding and Multimedia Signal Processing, 2017, 8(2): 381-391. EI

[32]  Zhang Xixiang, Zhao Huan. Cold-start RecommendationBased on Speech Personality Traits. Journal of Computational and TheoreticalNanoscience. 2017,14(3):1314-1323. EI

[33]  Zhao Huan, Tan Biao, Zhang Xixiang. Improved SpeechEmotion Recognition using Attributes Evaluation and Multi-layer Perceptron.Journal of Computational and Theoretical Nanoscience. 2017, 14(8): 3983-3987.EI

(二) 会议论文

[1]     Huan Zhao, Yu Wang, Tingting Li and YuqingZhao.  An Asymmetric Two-sided PenaltyTerm for CT-GAN. In Proc of MMM 2021(The 27st International Conference onMultiMedia Modeling), 22-24 June 2021, Czech Republic, Prague. CCF C类会议. (Accepted)

[2]     Huan Zhao, Xiaolin She, Song Wang and Kaili Ma.Fast Discrete Matrix Factorization Hashing for Large-Scale Cross-ModalRetrieval. In Proc of MMM 2021(The 27st International Conference on MultiMediaModeling), 22-24 June 2021, Czech Republic, Prague. CCF C类会议. (Accepted)

[3]     Huan Zhao*, Mingquan Xu, Jie Cao. Pre-trainedLanguage Model Transfer on Chinese Named Entity Recognition. HPCC-SmartCity-DSS2019(21st IEEE International Conference on High Performance Computing andCommunications/17th IEEE International Conference on Smart City/5th IEEEInternational Conference on Data Science and Systems), 10-12 August 2019,Zhangjiajie, China: 2150-2155. CCF C类会议.

[4]     Huan Zhao, Yufeng xiao, Jing Han, Zixing Zhang.Compact Convolutional recurrent Neural Networks Via Binarization for SpeechEmotion Recognition. ICASSP 2019, 12-17 May, 2019. Brighton, UK.ICASSP:6690-6694. 语音信号处理顶会，CCF B

[5]     Huan Zhao, Li Meng. Centroid-based KNN Query inMobile Service of LBS. NOMS 2018, 23-27 April, 2018. Taipei, Taiwan. NOMS 2018:1-6. CCF C

[6]     Huan Zhao, Zeying Yang, Zuo Chen, and XixiangZhang. Automatic Chinese Personality Recognition Based on Prosodic Features.MMM 2015, 5-7 January, 2015, Sydney, Australia. Part I, LNCS 8935:180–190,2015. CCF C

[7]     Huan Zhao, Qian Zhang, Liang Zhang and Yan Wang. ANovel Sensor Deployment Approach Using Fruit Fly Optimization Algorithm inWireless Sensor Networks. IEEE Trust Com 2015, 20-22 August 2015. Helsinki,Finland. 2015 IEEE Trustcom/BigDataSE/ISPA(Volume 1): 1292-1297. CCF C

[8]     Huan Zhao, Chaoming Hu, Rui Zheng and Bin Lv. Studyon the Coverage of Adaptive Wireless Sensor Network Based on Trust. IEEETrustCom 2015, 20-22August 2015. Helsinki, Finland. IEEE Trustcom/BigDataSE/ISPA(Volume 1):1312-1317. CCF C

[9]     Huan Zhao, Xixiang Zhang. A Mobile Security-relatedBehavior Prevention Model Based on Speech Personality Traits. IEEE TrustCom2016, 23-26 August2016. Tianjin, China. 2016 IEEE Trustcom/BigDataSE/ISPA:1803-1810. CCF C

专利及软件著作权

（一） 发明专利

[1]     赵欢, 王松, 陈佐, 谭彪. 一种融合特征评估和多层感知器的语音情感识别方法, 2017年. 发明专利, 授权, 专利号：201710607479.9.

[2]     赵欢, 李婷婷, 李祎颖. 一种基于主体增强的文本摘要生成方法, 2020年. 发明专利, 实审中.

[3]     赵欢, 李博, 李祎颖. 基于复制机制和变分神经推理的增强性文本摘要生成方法, 2020年. 发明专利, 实审中.

[4]     赵欢, 周晓晓, 肖宇锋, 陈佐. 基于DIS-NV特征的语音情感识别方法, 2017年. 发明专利，实审中.

[5]     赵欢, 张希翔, 谭彪. 基于即时语音内容检测的推荐方法及系统, 2015年. 发明专利, 授权, 专利号ZL 2015 1 0662383.3.

[6]     赵欢, 郑睿, 陈佐, 杨泽英, 张谦. 一种用于移动平台的无线语音控制方法及系统, 2014年. 发明专利, 授权, 专利号ZL 2014 1 0285216.7.

[7]     赵欢, 郑睿, 陈佐, 张希翔, 杨泽英. 一种声音模仿方法及装置, 2013年. 发明专利, 授权, 专利号ZL 2013 1 0423715.3.

[8]     赵欢, 王飞, 陈佐, 干文洁. 具有语音控制和哼唱检索功能的多媒体播放方法及装置, 2013年. 发明专利, 授权, 专利号ZL 2013 1 0298771.9.

(二) 实用新型专利

[1]     赵欢, 王飞, 陈佐, 干文洁. 具有语音控制和哼唱检索功能的多媒体播放装置, 实用新型专利, 授权, 专利号: ZL 2013 2 0422658.2.

[2]     赵欢, 冯璐, 陈佐, 王飞. 具有语音及文本输出选择功能的移动通信装置, 实用新型专利, 授权, 专利号ZL 2013 2 0461679.5.

[3]     赵欢, 陈佐. 面向实时音视频流的字幕叠加系统. 实用新型专利, 授权, 专利号: ZL 2011 2 0558388.9.

[4]     徐成, 李仁发, 刘彦, 秦云川, 罗正钦, 黄春毅, 彭蔓蔓, 吴蓉晖, 赵欢. 无线多媒体实时学习系统与方法, 实用新型专利, 授权(受理号200610032349.9, 公开号CN101155089).

(三) 软件著作权

[1]     赵欢(湖南大学).文本摘要自动生成软件. 计算机软件著作权, 登记号：2020SR0391470.

[2]     赵欢(湖南大学). 基于Seq2Seq 框架的闲聊对话系统,V1.0,2019.12. 计算机软件著作权, 登记号：2019R11L1950501.

[3]     赵欢(湖南大学). 基于微博话题的情感多分类系统V1.0, 2018.11. 计算机软件著作权, 登记号：2019SR0216837.

[4]     赵欢(湖南大学). 基于信任关系的协同过滤推荐系统V1.0, 2018.1. 计算机软件著作权, 登记号：2018SR329655.

[5]     赵欢(湖南大学). 基于语音的人格特征评估系统, 2016.3. 计算机软件著作权, 登记号：2016SR108509.

[6]     彭飞(湖南大学). 互联网中图文与版式文件的涉密信息检测系统,2015.12. 计算机软件著作权, 登记号：2016SR031982.

[7]     赵欢(湖南大学). 支持视音频动态迁移的媒体播放器软件. 2010.9. 计算机软件著作权, 登记号：2011SR007494.

[1]     物联网若干关键技术及其行业应用. 湖南省技术发明二等奖, 第四. 2019

[2]     新型嵌入式计算机系统结构及其应用. 湖南省科技进步二等奖, 第五. 2006

[3]     WYBT-998无线遥控变频调速控制系统. 湖南省科技厅科技进步二等奖, 第十. 2000

[4]     CB-928长沙北站装卸微机综合管理系统. 湖南省科技进步四等奖, 第四. 1994