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学术成果
| 一、主要科研项目 |
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1)
国家高技术研究发展计划（863计划）：基于多模态特征整合的大数据模式发现技术，项目负责人，2014年 |
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2)
自然科学基金：面向网络舆情分析的微博社会化短文本分析技术研究，参与，2014年 |
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3)
国家自然科学基金基金：面上项目，项目负责人，2012年1月-2015年12月 |
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4)
北京市自然科学基金：面上项目，项目负责人，2011年1月-2013年6月 |
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5)
国家发改委项目：新一代宽带流媒体增值业务支撑平台研发及产业化，参加，2008年4月-2010年4月 |
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6)
国家发改委项目：下一代互联网示范工程2006年产业化及应用试验专项，项目负责人，2006年3月-2007年12月 |
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7)
国家自然科学基金基金：面上项目，网络金融信息流时间序列分析，2009年1月至2011年12月，参加 |
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8)
国家自然科学基金基金：面上项目，前馈神经网络变结构理论研究，参加 |
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9)
国家自然科学基金基金：面上项目，基于图像的Visuall Hull的立体感实时绘制及其高速图形处理硬件（GPU）的实现机制，参加 |
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二、国际评测 |
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三、主要论文 |
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2018
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1) Xiaoyu Qi, Deshun Yang, Xiaoou Chen, Triplet Convolutional Network for Music Version Identification , MMM 2018, February 5-7, 2018, Bangkok, Thailand
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2）Xiaoshuo Xu, Xiaoou Chen, Deshun Yang, Efficient Two-Layer Model Towards Cover Song Identification, MMM 2018, February 5-7, 2018, Bangkok, Thailand
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3）Xiaoshuo Xu, Xiaoou Chen, Deshun Yang, EFFECTIVE COVER SONG IDENTIFICATION BASED ON SKIPPING BIGRAMS , ICASSP 2018 April 15-20 2018 2018, Calgary, Alberta, Canada
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4）Xiaoshuo Xu, Xiaoou Chen, Deshun Yang, Key-invariant convolutional neural network toward efficient cover song identification, ICME 2018,July 23-27, 2018, San Diego, USA
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5) Jianchao Zhou, Xiaoou Chen, Deshun Yang, Robust polyphonic sound event detection by using multi frame size denoising autoencoder, MMSP 2018, August 29-31 2018, Vancouver, BC, Canada
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2017
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1) Yao Cheng,Xiaoou Chen,Deshun Yang,Xiaoshuo Xu, Effective Music Feature NCP: Enhancing Cover Song Recognition with Music Transcription, SIGIR2017, August 7-11 2017, Tokyo, Japan
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2）Xiaoyu Qi, Deshun Yang, Xiaoou Chen，Audio feature learning with triplet-based embedding network , AAAI-17, February 4–9 2017, San Francisco, California, USA
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2016
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1) Yao Cheng, Xiaoou Chen, Deshun Yang, Exploring Multi-Task Feature Learning:Learning Specific Features For Music Genre Classification，CMMR2016, 5-8 July 2016, S?o Paulo, Brazil
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2）Jianchao Zhou, Liqun Peng, Xiaoou Chen, Deshun Yang, Robust Sound Event Classification by Using Denosing Autoencoder, MMSP 2016, 21-23 September 2016, Montreal, Canada
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3）Kang Cai, Xiaoou Chen, Deshun Yang, Two-layer Large-scale Cover Song Identification System Based on Music Structure Segmentation, MMSP 2016, 21-23 September 2016, Montreal, Canada
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4）Kang Cai, Xiaoou Chen, Deshun Yang, Cross-Similarity Measurement of Music Sections A Framework for Large-scale Cover Song Identification, IIH-MSP 2016, November 21-23, 2016 Kaohsiung, Taiwan
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2015 |
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1) Wanyi Yang, Xiaoou Chen, Deshun Yang， Pyramid Continuous Conditional Random Fields: An Exploration on dynamic music emotion recognition CMMR 2015 |
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2）Guang Yang, Xiaoou Chen, Deshun Yang， Robust Music Identication By Using Deep Denoising Auto-encoder CMMR 2015 |
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3）Yi Lin , Xiaoou Chen, Deshun Yang， The Emotion Recognition of Non-vocal Music， CMMR 2015 |
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4）Wanyi Yang, Deshun Yang, Xiaoou Chen, haiqian He , MUSIC IDENTIFICATION BASED ON MUSIC WORD MODEL,ICME 2015 |
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5) Feng guo, Xiaoou Chen, Deshun Yang, Using Deep Belief Network to capture temporal information for audio event classification，IIH-MSP 2015 |
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6) Feng guo, Xiaoou Chen, Deshun Yang, Audio Event Recognition Based On DBN Features From Multiple Filter-bank Representations“ MMSP’2015 |
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2014 |
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1) Yaowen Guan, Xiaoou Chen, Deshun Yang, Yuqian Wu, MULTI-PERSON TRACKING-BY-DETECTION WITH LOCAL PARTICLE FILTERING AND GLOBAL OCCLUSION HANDLING, The 2014 IEEE International Conference on Multimedia and Expo (ICME 2014) |
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2）Guang Yang, Xiaoou Chen, Deshun Yang, EFFICIENT MUSIC IDENTIFICATION BY UTILIZING SPACE-SAVING AUDIO FINGERPRINGTING SYSTEM,The 2014 IEEE International Conference on Multimedia and Expo (ICME 2014) |
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3）Liqun Peng, Xiaoou Chen, Deshun Yang, Multi Frame Size Feature Extraction for Acoustic Event Detection, The Asia-Pacific Signal and Information Processing Association (APSIPA ASC 2014) |
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4）Haiqian He, Liqun Peng, Xiaoou Chen, Deshun Yang, A SEMI-SUPERVISED CLUSTERING MODEL FOR SMOKE DETECTION, MultiMedia Modeling 20th Anniversary International Conference (MMM 2014) |
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2013 |
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1) Yi Lin, Xiaoou Chen, Deshun Yang, EXPLORATION
OF MUSIC EMOTION RECOGNITION BASED ON MIDI, 14th International
Society for Music Information Retrieval Conference (ISMIR
2013) , Curitiba, Brazil. November 4-8, 2013 |
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2）Xing Wang, Yuqian Wu, Xiaoou Chen, Deshun Yang, Enhance
Popular Music Emotion Regression by Importing Structure
Information, The Asia-Pacific Signal and Information Processing
Association ( APSIPA ASC 2013), Taiwan. October 29-November 1,
2013 |
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3）Xing Wang, Yuqian Wu, Xiaoou Chen, Deshun Yang, "A TWO-LAYER
MODEL FOR MUSIC PLEASURE REGRESSION", The 2013 IEEE
International Conference on Multimedia and Expo (ICME 2013)
California, USA. July 15-19, 2013 |
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4）Xing Wang, Yuqian Wu, Xiaoou Chen, Deshun Yang, Improving
Music Emotion Classification By Importing Text Feature from
Playlists, 14th International Conference on Web Information
System and Mining (WISM’13) , Guili, China. August 13-15,2013 |
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5）Yaowen Guan, Yuqian Wu, Xiaoou Chen, Deshun Yang, An Improved
Particle Filter Approach for Real-time Pedestrian Tracking in
Surveillance Video, International Conference on Information
Science and Technology Application (ICISTA 2013), Macau, China.
Jun 17-19, 2013 |
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| 2012 |
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1）Di Guan, Xiaoou Chen, Deshun Yang, Music Emotion Regression
Based on Multi-Model Features, In proceedings of CMMR2012,
London |
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| 2011 |
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1)
Xing Wang, Xiaoou Chen, Deshun Yang, Music Emotion
Classification Using TF*IDF And Rhyme
Based on Lyrics, ISMIR2011, Miami,
USA |
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2)
Deshun Yang, Xiaoou Chen, Yongkai Zhao, A LDA-Based Approach to
Lyric Emotion Regression, In proceedings of ISKE 2011,
shanghai,China |
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3) Qinxiao ,Wu Yuqian,An algorithm for segmentation of CAPTCHA
characters based on color-clustering and feedback mechanism,on
page(s) 733-736,iTAP2011 (EI/ISTP) |
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4) Zhao Lihong，Wan
Xiaojun，Wu
Yuqian，“Integrating
Feature Ranking and Clustering Method to Discover Person
Relations in Web News”，FSKD
2011 (EI/ISTP) |
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| 2010 |
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1)
Qi Lu, Xiaoou Chen, Deshun Yang, Jun Wang BOOSTING FOR
MULTI-MODAL MUSIC EMOTION CLASSIFICATION 11th
International Society for Music Information Retrieval Conference
(ISMIR 2010) August.9-13,2010. Utrecht, Netherlands 105-110 |
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2)
Jun Wang, Xiaoou Chen, Yajie Hu, Tao Feng Predicting High-level
Music Semantics using Social Tags via Ontology-based
Reasoning 11th International Society for Music Information
Retrieval Conference (ISMIR 2010) August.9-13,2010. Utrecht,
Netherlands 405-410 |
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3) Jun Wang, Xavier Anguera, Xiaoou Chen, Deshun Yang Enriching
Music Mood Annotation by Semantic Association Reasoning
AdMIRe 2010: 2nd International Workshop on Advances in Music
Information Research.IEEE International Conference on Multimedia
and Expo (ICME) July.23,2010. Singapore |
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4) Yongkai Zhao, Xiaoou Chen and Deshun Yang MULTI-MODEL MUSIC
MOOD CLASSIFICATION USING CO-TRAINING the 2010 International
Conference on Computational Intelligence and Software
Engineering (CiSE 2010) Decenber.10-12,2010. Wuhan, China
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5) Yongkai zhao, deshun yang, xiaoou chen，Multi-model
music mood classification using cotraining，CiSE
2010，12，2010 |
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6)
Xiao Qin,Liang Zong,Yuqian Wu,Xiaojun Wan and Jianwu Yang.CRF-based
Experiments for Cross-Domain Chinese Word Segmentation at
CIPS-SIGHAN-2010 |
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7)
Liang Zong, Xiaojun Wan, Lihong Zhao, Jianwu
Yang, Yuqian Wu. Named Entity Resolution in Chinese News
Comments on the Web. In APWeb2010 |
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| 2009 |
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1)
Hu Y J, Chen X O, Yang D S LYRIC-BASED SONG SENTIMENT
DETECTION WITH AFFECTIVE LEXICON AND FUZZY CLUSTERING METHOD
ISMIR2009 10th International Society for Music Information
Retrieval Conference October, 2009
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2)
Bin He,Yuqian Wu,Kai Kang,Wei Guo: A Robust Binary Text Digital Watermarking Algorithm
for Print-Scan Process. CSIE (7) 2009 |
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| 2008 |
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1)
Yu J, Chen X O, Yang D S Chinese Folk Musical Instruments
Recognition in Polyphonic Music 2008 International
Conference on Audio,Language and Image Processing (IEEE ICALIP
2008) July, 2008, Shanghai, China |
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2)
Liu X B,Yang D S,Chen X O New Approach to Classification of
Chinese Folk Music Based on Extension of HMM 2008
International Conference on Audio,Language and Image Processing
(IEEE ICALIP 2008) July, 2008, Shanghai, China |
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3)
Yu J, Chen X O, Yang D S A Study on automatic recognition of
Chinese folk musical instruments "Journal of Computational
Information Systems, v 4, n 3, p 867-874, June 2008" June,
2008 |
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