基本介紹
- 中文名：楊瑩春
- 畢業院校：浙江大學
- 學位/學歷：博士
- 職業：教師
- 專業方向：語音識別、生物特徵識別、腦機接口、聽覺計算
- 職務：浙江大學碩士生導師
- 職稱：副教授
- 任職院校：浙江大學計算機科學與工程學院
- 性別：女
個人經歷,主講課程,研究方向,學術成果,
個人經歷
2000年畢業於浙江大學電氣學院，獲控制理論與控制工程專業博士學位。
2002年浙江大學計算機學院博士後出站留校任教。
主講課程
機器學習導引 （研究生）
語音語言處理與理解（研究生）
數字視音頻處理（本科生）
計算理論（本科生）
研究方向
語音識別
生物特徵識別
腦機接口
聽覺計算
模式識別與機器學習
研究興趣
生物特徵識別、語音處理、模式識別與機器學習。
研究方向
為說話人識別，涵蓋聲紋特徵提取與識別模型，著重於說話人內在變化導致的失配問題，譬如情感變化下的聲紋識別。
學術成果
曾主持國家自然科學基金、863計畫、浙江省自然科學基金等多項國家級、省級科研項目。目前開展包括聲紋識別、音樂分析、聽覺神經元計算建模在內的研究工作。迄今已在國內外相關領域權威期刊及會議上發表高質量學術論文60餘篇，出版專著1本，已獲授權中國發明專利近二十項、美國專利一項、軟體著作著作權6項。
近五年來，曾輔助主持或主持國家自然科學基金、863計畫、浙江省自然科學基金等十多項國家級、省級科研項目。迄今已在國內外語音處理相關領域重要期刊及會議上發表高質量學術論文40餘篇，已獲授權發明專利12項。
論文
以通訊作者發表文章39篇，期刊文章6篇，在語音處理、模式識別、生物特徵識別國際權威會議文章33篇。SCI檢索9篇，EI檢索28篇.
1．Z. Wu, Y. Yang, B. Xia, Z. Zhang, and G. Pan, Speech interaction with a rat, Chin. Sci. Bulletin, vol. 59, no. 28, pp. 3579–3584, 2014 (SCI 1.579)
2．Li Chen, Yingchun Yang, Zhaohui Wu. Mismatched Feature Detection with Finer Granularity for Emotional Speaker Recognition. Journal of Zhejiang University - SCIENCE C.pp. 903-916, Vol. 15, No.10, Oct. 2014 (SCI，0.415)
3．Q Zhao, Y Yang, H Li. A NEW AND EFFICIENT VOICE ACTIVITY DETECTOR USING SHAPE FEATURES. The 9th Chinese Conference on Biometric Recognition (CCBR) 2014:375-385(EI).
4．L Chen , Y Yang. Emotional Speaker Recognition based on i-vector through atom aligned sparse representation. ICASSP 2013（IEEE International Conference on Acoustics, Speech, and Signal Processing）:7760-7764，Vancouver, Canada (EI)
5．L Chen ,Y Yang: Emotional Speaker Recognition Based on Model Space Migration through Translated Learning. CCBR（Chinese Conference on Biometric Recognition）2013:394-401 (EI)
6．L Chen , Y Yang. A preliminary study on GMM weight transformation for Emotional Speaker Recognition. ACII 2013(International Humaine Conference on Affective Computing and Intelligent Interaction)，Geneva, Switzerland (EI)
7.陳力,楊瑩春,基於鄰居相似現象的情感說話人識別,浙江大學學報（工學版）, pp. 1790-1795, Vol. 46, No.10, Oct. 2012（一級）
8.李冬冬，吳朝暉，楊瑩春.基於基頻的情感語音聚類的說話人識別.模式識別與人工智慧.Volume 22, No.1, 136-141.2009（一級）
9. Yingchun Yang, Zhenyu Shan, Zhaohui Wu，Frequency Shifting for Emotional Speaker Recognition, pattern recognition, IN-TECH Pub, 2009, 305-318.（專著邀稿）
10. Yingchun Yang, Li Chen, Toward Emotional Speaker Recognition: Framework and Preliminary Results, The 6th Chinese Conference on Biometric Recognition,(CCBR 2012), Guangzhou, China, December 4‐5, 2012（EI）
11. Yingchun Yang, Li Chen and Wenyi Wang, Emotional Speaker Identification by Humans and Machines, p 167-173, The 6th Chinese Conference on Biometric Recognition,(CCBR 2011),December 3‐4, Beijing, China（EI）
12．Li Chen,Yingchun Yang, Applying Emotional Factor Analysis and I-Vector to Emotional Speaker Recognition, p 174-179, The 6th Chinese Conference on Biometric Recognition,(CCBR 2011),December 3‐4, Beijing, China（EI）
13. Li Chen, Yingchun Yang, Min Yao, Reliability detection by Fuzzy SVM with UBM Component feature for emotional speaker recognition, FSKD 2011（The 8th International Conference on Fuzzy Systems and Knowledge Discovery）PP.461-464, Vol.1, Shanghai, China, July 26‐28, 2011（EI）
14. Ting Huang, Yingchun Yang. Learning Virtual HD Model for Bi-model Emotional Speaker Recognition. 20th International Conference on Pattern Recognition (ICPR). pp.1614-1617. Istanbul, Turkey, 2010（EI）
15. Zhenyu Shan, Yingchun Yang, Scores Selection for Emotional Speaker Recognition，The 3rd
International Conference on Biometrics（ICB2009），Sardinia，Italy，Jun. 2-5, 2009
16. Yingchun Yang，Tian Wu,Hongbing Lv，SIMPLIFIED DEFORMATION COMPENSATION FOR
EMOTIONAL SPEAKER RECOGNITION，International Symposium on Chinese Spoken Language
Processing(ISCSLP2008), Kunming, Yunnan，China，December 16-19, 2008
17. Zhenyu Shan, Yingchun Yang, Polynomial Based Neutral-Emotion GMM Transformation
Function for Emotional Speaker Recognition，19th International Conference on Pattern Recognition（ICPR2008），Tampa, Florida，US，Dec. 8-11, 2008（EI）
18. Ting Huang, Yingchun Yang, Applying pitch-dependent difference detection and modification to emotional speaker recognition, Interspeech’08, Brisbane, Australia, Sep. 22-26, 2008 (EI)
19.張立華，楊瑩春，情感語音變化規律的實驗分析研究初步，清華大學學報（增刊，第九屆全國人機語音通信會議專刊），2008,4
20. Yufeng Shen, Yingchun Yang,A NOVEL DATA DESCRIPTION KERNEL BASED ON ONE-CLASS SVM FOR SPEAKER VERIFICATION, IEEE ICASSP2007 (International Conference on Acoustics, Speech,and Signal Processing), II-489-II-492,Honolulu, Hawai, USA, April 15 - 20,2007.（EI）
21. Zhenyu Shan,Yingchun Yang,Ye Ruiz，NATURAL-EMOTION GMM TRANSFORMATION ALGORITHM FOR EMOTIONAL SPEAKER RECOGNITION，10th European Conference on Speech Communication and Technology(Interspeech’07- Eurospeech), Anterwep, Belgium, Aug 27-31,
2007
22. Dongdong Li and Yingchun Yang，Affect-insensitive Speaker Recognition by Feature Variety
Training，Second International Conference Affective Computing and Intelligent Interaction（ACII2007）, Lisbon, Portugal, September 12-14, 2007, Lecture Notes in Computer Science , Vol. 4738，
P743-744 (EI)
23. Dongdong Li, Yingchun Yang, and Zhaohui Wu, “Dynamic Bayesian Networks for Audio-Visual
Speaker Recognition”，International Conference of Biometrics(ICB06), 2006, LNCS 3832, pp. 539–545, 2006，Hong Kong（SCI/EI）
24. Zhaohui Wu, Dongdong Li and Yingchun Yang，“Rules Based feature Modification for Affective
Speaker Recognition”，Vol 1, PP: 661 - 664 , IEEE ICASSP2006 (International Conference onAcoustics, Speech, and Signal Processing), 14-19 May 2006，Toulouse, France（EI）
25. Zhenchun Lei, Yingchun Yang, and Zhaohui Wu，“An UBM-Based Reference Space for Speaker
Recognition”，Vol. 4, p 318-321，18th International Conference on Pattern Recognition（ICPR2006），20-24 Aug, Hong Kong（EI）
26. Yingchun Yang，Min Yang，Zhaohui Wu，“A Rank based Metric of Anchor Models for Speaker
Verification”，p 1097-1100，IEEE International Conference on Multimedia & Expo
(ICME2006), Toronto, Ontario，Canada，July 9-12, 2006（EI）
27. Tian Wu; Yingchun Yang; Zhaohui Wu; Dongdong Li, MASC: A Speech Corpus in Mandarin for
Emotion Analysis and Affective Speaker Recognition, The Speaker and Language Recognition
Workshop, 2006(IEEE Odyssey 2006) , San Juan, Puerto Rico, June 27-29, 2006（EI）
28. Zhenchun Lei, Yingchun Yang, and Zhaohui Wu,“A Discriminative Method for Speaker
Verification Using the Difference Information”, ICSLP2006
29. Zhenchun Lei, Yingchun Yang, Zhaohui Wu, “Ensemble of Support Vector Machine for
Text-independent Speaker Recognition”, International Journal of Computer Science and Network
Security (IJCSNS), 2006
30. Dongdong Li, Yingchun Yang, Shan, Zhenyu,Pan, Gang and Zhaohui Wu, “AVAS: An audio-visual
attendance system”. Lecture Notes in Computer Science (including subseries Lecture Notes inArtificial Intelligence and Lecture Notes in Bioinformatics), v 4261 LNCS, Advances in Multimedia
Information Processing - PCM 2006: 7th Pacific Rim Conference on Multimedia, Proceedings, 2006, p 667-675（SCI/EI）
31. Zhenchun Lei, Yingchun Yang, and Zhaohui Wu，“Constructing the Discriminative Kernels Using
GMM for Text-independentSpeaker Identification”, International Workshop on Biometric
Recognition Systems(IWBRS 2005), Beijing, China, Oct. 22-23, LNCS 3781,p165-171,2005（SCI/EI）
32. Dongdong Li, Yingchun Yang, Zhaohui Wu and TianWu, “Emotion-State Conversion for Speaker
Recognition”, Proceedings of ACII 2005, LNCS 3784, pp. 403–410, 2005.（SCI/EI）
33. TianWu, Yingchun Yang, Zhaohui Wu, “Improving Speaker Recognition by Training on
Emotion-added Models”, Proceedings of ACII 2005, LNCS 3784, pp. 382-389, 2005.（SCI/EI）
34. Zhenchun Lei, Yingchun Yang, and Zhaohui Wu，“Mixture of Support vector machines for
Text-independent Speaker Identification”, 9th European Conference on Speech Communication and Technology(Interspeech’05- Eurospeech), Lisbon, Portugal, September 4-8, p2041-2044, 2005（EI）
35. Dongdong Li, Yingchun Yangand Zhaohui Wu, ”Combining Voiceprint and Face Biometrics for
Speaker Identification Using SDWS”, 9th European Conference on Speech Communication and
Technology(Interspeech’05- Eurospeech), Lisbon, Portugal, September 4-8, p1209-1212, 2005（EI）
36. Zhenchun Lei, Yingchun Yang, and Zhaohui Wu，“Speaker Identification Using the VQ-Based
Discriminative Kernels”, Audio- and Video-based Biometric Person Authentication 2005
(AVBPA’05), Hilton Rye Town, Rye Brook, NY, July 20 - 22, p 797-803，2005（SCI/EI）
37. Pu Yang, Yingchun Yang, and Zhaohui Wu, “Exploiting Glottal Information in Speaker
Recognition using Parallel GMMs”, Audio- and Video-based Biometric Person Authentication 2005
(AVBPA’05), Hilton Rye Town, Rye Brook, NY, July 20 - 22, p 2943-2946，2005（SCI/EI）
38. Min Yang, Zhaohui Wu , Yingchun Yang, “Enhance Speaker Segmentation by Elaborating
Utterance Detection”, IEEE International Conference on Multimedia & Expo (ICME2005), Amsterdam, The Netherlands, July 6-8, p 297 - 300 ,2005（EI）
39. Dongdong Li, Yingchun Yang, Zhaohui Wu, and Ting Huang, “Add prior knowledge to speaker
recognition”, SPIE Conf. on Multisensor, Multisource Information Fusion: Architectures, Algorithms,
and Applications, Proc. of SPIE, vol.5813, pp.192-200, March 2005（EI）
專利
獲得授權發明專利 13 項，軟著 8 項
