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  • 吳宗憲

    吳宗憲講座教授

    聯絡方式

    系所別：資訊系 / 資訊所 / AI學程

    電話：06-2757575 ext 62521

    E-mail：chunghsienwu@gmail.com; chwu@csie.ncku.edu.tw

    實驗室：多媒體人機通訊實驗室 (資訊系館新大樓8F 65801)

    個人網頁：http://chinese.csie.ncku.edu.tw/web_tw/professor/
    專長及研究領域

    人工智慧與深度學習、語音與語者識別、語音合成與變音、口述語言對話與理解、多媒體情緒辨識與追蹤、影音多媒體摘要與檢索、聽語障口/手語學習輔具、電腦輔助口說語言學習、多媒體人機互動

    學歷

    中華民國 \ 國立成功大學 \ 電機工程研究所 \ 博士(1987 ~ 1991)

    中華民國 \ 國立成功大學 \ 電機工程研究所 \ 碩士(1985 ~ 1987)

    中華民國 \ 國立交通大學 \ 電子工程系 \ 學士(1977 ~ 1981)

    經歷

    國立成功大學 \ 資訊工程學系 \ 講座教授 (2017 ~ now)

    中央研究院 \ 資訊科學研究所 \ 合聘研究員 (2014 ~ now)

    國立成功大學 \ 資訊工程學系 \ 教授 (1997 ~ now)

    國立成功大學 \ 多媒體系統與智慧型運算博士學位學程 \ 主任 (2014 ~ 2015)

    國立成功大學 \ 電機資訊科技及人文研發中心 \ 主任 (2011 ~ 2015)

    國立成功大學 \ 電資學院 \ 副院長 (2009 ~ 2015)

    IEEE Tainan Section \ \ Vice Chair (2009 ~ 2015)

    中華民國計算語言學會 \ \ 理事長 (2009 ~ 2011)

    中華民國計算語言學會 \ 副理事長 \ (2007 ~ 2009)

    中央研究院 \ 資訊科學所 \ 訪問學者 (2005 ~ 2005)

    國立成功大學 \ 資訊工程學系 \ 特聘教授 (2004 ~ 2017)

    Massachusetts Institute of Technology (MIT) \ Computer Science & Artificial Intelligence Lab \ Visiting Scientist (2003 ~ 2003)

    國立成功大學 \ 資訊工程學系 \ 系主任 (1999 ~ 2002)

    國立成功大學 \ 電算中心 \ 作業組組長 (1997 ~ 1999)

    國立成功大學 \ 資訊工程學系 \ 副教授 (1991 ~ 1997)

    私立南榮工商專校 \ 電子科 \ 講師 (1987 ~ 1990)

    中國鋼鐵公司 \ 設備處 \ 股長 (1983 ~ 1985)

    吉悌(GTE)電信公司 \ 測試部門 \ 工程師 (1983 ~ 1983)

    專利

    類別
    專利名稱
    國別
    專利權人
    發明人
    專利號碼
    專利期間
    語音變異模型建立裝置、方法及應用該裝置之語音辨識系統和方法(中華民國發明第I 391915號) 2013.04.1~ 2029.11.16
    Phonetic Variation Model Building Apparatus and Method and Phonetic Recognition System and Method and Thereof (US Patent No.8,478,591B2) 2013.July 2~
    中文自發性語音合成中發音變異產生之方法(中華民國發明第I402824號) 2013.7.21~2029.10.14
    Behavior Recognition System and Method by Combining Image and Speech (US Patent No.8,487,867B2, 2013 US No.8,487,867B2 2013.July 16~
    結合影音之行為辨識系統、辨識方法及其電腦程式產品(日本發明特許第4971413號) 2012.4.13~
    語音情緒的分類方法及其情緒語意模型的建立方法(中華人民共和國發明第ZL 2008 1 0179497.2號) 2012.4.18 ~2032.4.17
    語音變異模型建立裝置、方法及應用該裝置之語音辨識系統和方法(中華人民共和國發明第1010296號) 2012.07.25~ 2029.11.18
    英語辨識變異發音模型之建構方法 (日本發明特許第4885160號) 2011.12.16~
    中文語音音韻轉換系統與方法(中華民國發明第I350521號) 2011.10.11 ~2028.1.31
    中文語音音韻轉換系統與方法 (中華民國發明第I350521號) 2011.10.11 ~2028.1.31
    管理多媒體資料的方法與裝置 (日本發明特許第4699954號) 2011.3.11~
    英語辨識變異發音模型之建構方法 (中華民國發明第I348152號) 2011.9.1 ~2027.12.11
    Method of Constructing Model of Recognizing English Pronunciation Variation (US Patent No.8,000,964B2) 2011.8.16~
    Multimedia Data Management by Speech Recognizer Annotation (US Patent No. US7739110B2) Jun. 15, 2010
    Unit Selection Module and Method for Chinese Text-to-Speech Synthesis (US Patent No. US7574360B2) 2009.8.11
    管理多媒體資料的方法與裝置 (中華民國發明第I312945號) 2009.8.1~2026.6.6
    多媒體鏡 (新型第M 328569號) 2008.3.11~2017.8.23
    手語影像串接生成系統 (發明第I250476號) 2006.3.1 ~2023.8.10
    一種中文語音合成單元挑選方法 (發明第I258731號) 2006.7.21~2024.11.3
    語意情緒分類系統(中華民國發明第I269192號) 2006.12.21~2023.8.10
    搭配手語鍵盤、文句生成及視聽覺回饋輸出之溝通輔助系統 (發明第152550號) 2002.3.21 ~2020.12.07
    音中仙：巨量詞彙語音輸入法 (發明第092303號) 1998.1.21-2014.5.30
    中文轉譯手語文句生成系統 (申請中)
    結合語音與文字語意之情緒辨認(申請中, 中華民國, USA,日本)

    榮譽及獲獎

    主持科技部特約研究計畫 (2019.8~2022.7)

    獲選APSIPA BoG Member (2019~2021)

    論文榮獲2018 APSIPA Sadaoki Furui Prize Paper Award (2018.10)

    論文獲選Finalist of the World’s FIRST 10K Best Paper Award of IEEE ICME 2017 (as top 3% papers of the main program paper submissions)

    榮獲106學年度成功大學講座教授 (2017.8~)

    榮獲105學年度成功大學特聘教授 (連續五次, 2004.8~ 2019.7)

    榮獲105年度科技部傑出研究獎(2016.8)

    論文獲選列入Most Influential Articles of IEEE Trans. Affective Computing (2010創刊迄今) (2015.6)

    榮獲International Workshop -ASMMC 2015 “The Most Interesting Paper Award” (2015)

    榮獲102學年度成功大學特聘教授 (連續四次, 2004.8~ 2016.7)

    榮獲中國工程學會高雄分會103年度「工程教授獎」(2014.5)

    The Asia Pacific Signal and Information Processing Association (APSIPA), Distinguished Lecturer, 2013~2014.

    榮獲中國電機工程學會100年度「傑出電機工程教授獎」(2011.10)

    榮獲中華民國電腦學會99年度論文獎資訊工程類優等(2011.9)

    Invited Attendee for Microsoft Research Faculty Summit 2011, July 18-20, 2011

    榮獲第22屆自然語言與語音研討會(ROCLING2010)最佳論文獎(2010.9)

    榮獲2010國際計算機研討會(ICS2010)最佳論文獎(2010.12)

    榮獲99年度國科會傑出研究獎(2010.8~2013.7)

    當選中華民國計算機語言學會第十一屆理事長(2009.9-2011.8)

    連續榮獲成功大學95,96及97年度『A級研究教授』之榮譽

    International Scientist of the Year for 2008 (2008)

    榮獲成功大學96學年度『教學特優教師』之榮譽 (2008.9)

    Inclusion in the 2006-2007 (9th) Who’s Who in Science and Engineering, September, 2006.

    中華民國計算機語言學會第六、七、八、九屆理事及第十屆副理事長(1999.9-2009.8)

    榮獲國科會第二級計畫主持費(94~95學年度)

    當選中國電機工程學會高雄分會候補監事(2003-2005)

    IEEE Senior Member (2003)

    榮獲九十學年度教育部校園軟體創作獎勵教學應用類優等獎 (比手話語聽語障口手語教學輔助系統)

    榮獲八十九年國科會全國大專生關懷創意活動身心障礙輔具設計比賽第一名(台灣手語轉語音溝通輔助系統)

    榮獲八十六學年度教育部校園軟體創作獎勵電腦應用類優等獎

    榮獲國科會甲種獎助(81~83, 85~90)

    榮獲八十三學年度教育部校園軟體創作獎勵電腦應用類優等獎

    榮獲八十一年台南區資訊應用展榮譽獎

    榮獲中華民國電腦學會八十一年論文佳作獎

    榮獲1991第一屆TI科技獎設計競賽第二名

    榮獲1990教育部微電腦硬體比賽第一名優等獎
    著作

    Refereed Papers

    1. Chien-Yao Wang, Tzu-Chiang Tai, Jia-Ching Wang, Andri Santoso, Seksan Mathulaprangsan, Chin-Chin Chiang, and Chung-Hsien Wu* "Sound Events Recognition and RetrievalUsing Multi-Convolutional-Channel Sparse Coding Convolutional Neural Networks" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2020.2964959, Vol. 28, No. 2, February 2020, pp.X-X

    2. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, and Tsung-Hsien Yang "Cell-Coupled Long Short-Term Memory with L-Skip Fusion Mechanism for Mood Disorder Detection through Elicited Audiovisual Features" IEEE Transactions on Neural Networks and Learning Systems, Vol. 31, No. 1, DOI: 10.1109/TNNLS.2019.2899884, January 2020, pp.124-135

    3. Ming-Hsiang Su, Chung-Hsien Wu*, and Liang-Yu Chen "Attention-based Response Generation Using Parallel Double Q-Learning for Dialog Policy Decision in a Conversational System" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2019.2949687, Vol. 28, No. 1, January 2020, pp.131-142.

    4. Qian-Bei Hong, Chung-Hsien Wu*, Ming-Hsiang Su, and Chia-Cheng Chang "Exploring Macroscopic and Microscopic Fluctuations of Elicited Facial Expressions for Mood Disorder Classification" IEEE Trans. Affective Computing, DOI: 10.1109/TAFFC.2019.2909873, 2019

    5. Kun-Yi Huang, Chung-Hsien Wu*, and Ming-Hsiang Su "Attention-based Convolutional Neural Network and Long Short-term Memory for Short-term Detection of Mood Disorders based on Elicited Speech Responses" Pattern Recognition, DOI: 10.1016/j.patcog.2018.12.016, Vol. 88, April 2019, pp.668-678

    6. Kun-Yi Huang, Chung-Hsien Wu*, Ming-Hsiang Su, and Yu-Ting Kuo "Detecting Unipolar and Bipolar Depressive Disorders from Elicited Speech Responses Using Latent Affective Structure Model" IEEE Trans. Affective Computing, DOI:10.1109/TAFFC.2018.2803178, 2018

    7. Chung-Hsien Wu* "Affective Computing for Mental Health Care" APSIPA 10th Anniversary Magazine, November 2018, pp. 111-114

    8. Kun-Yi Huang, Chung-Hsien Wu*, Ming-Hsiang Su, and Yu-Ting Kuo "Detecting Unipolar and Bipolar Depressive Disorders from Elicited Speech Responses Using Latent Affective Structure Model" IEEE Trans. Affective Computing, DOI:10.1109/TAFFC.2018.2803178, 2018

    9. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, and Wu-Hsuan Lin "Response Selection and Automatic Message-Response Expansion in Retrieval-Based QA Systems using Semantic Dependency Pair Model" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2017.2738443, Vol. 26, No. 8, August 2018, pp.1336-1351

    10. Chien Yao Wang, Jia Ching Wang, Andri Santoso, Chin Chin Chiang, Chung Hsien Wu "Sound Event Recognition Using Auditory-Receptive-Field Binary Pattern and Hierarchical-Diving Deep Belief Network" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2017.2738443, Vol. 26, No. 8, August 2018, pp.1336-1351

    11. Tsung-Hsien Yang, Chung-Hsien Wu*, Kun-Yi Huang, Ming-Hsiang Su "Coupled HMM-based Multimodal Fusion for Mood Disorder Detection through Elicited Audio-Visual Signals" Journal of Ambient Intelligence and Humanized Computing, Special Issue on Media Computing and Applications for Immersive Communication, DOI: 10.1007/s12652-016-0395-y, Vol. 8, No. 6, November 2017, pp.895–906

    12. Yi-Chin Huang, Chung-Hsien Wu*, Yan-You Chen, Ming-Ge Shie, and Jhing-Fa Wang "Personalized Spontaneous Speech Synthesis using a Small-Sized Unsegmented Semi-Spontaneous Speech" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI 10.1109/TASLP.2017.2679603, Vol. 25, No. 5, May 2017, pp. 1048-1060.

    13. Chung-Hsien Wu*, Ming-Hsiang Su, and Wei-Bin Liang "Miscommunication Handling in Spoken Dialog Systems Based on Error-Aware Dialog State Detection" EURASIP Journal on Audio, Speech, and Music Processing, DOI : 10.1186/s13636-017-0107-3, 2017:9, 2017

    14. Yu-Hao Chin, Jia-Ching Wang, Chien-Lin Huang, Kuang-Yao Wang, and Chung-Hsien Wu "Speaker Identification Using Discriminative Features and Sparse Representation" IEEE Trans. Information Forensics & Security, DOI: 10.1109/TIFS.2017.2678458, Vol. 12, No.8, August 2017, pp.1979-1987.

    15. Wen-Li Wei, Jen-Chun Lin, and Chung-Hsien Wu* "Interaction Style Recognition Based on Multi-layer Multi-view Profile Representation" IEEE Trans. Affective Computing, DOI: 10.1109/TAFFC.2016.2553024, Vol. 8, No. 3, July-Sept. 2017, pp. 355 - 368

    16. Ming-Hsiang Su, Chung-Hsien Wu*, and Yu-Ting Zheng "Exploiting Turn-Taking Temporal Evolution for Personality Trait Perception in Dyadic Conversations" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2016.2531286, VOL. 23, NO. 4, April 2016, pp. 733-744.

    17. Yan-You Chen, Chung-Hsien Wu*, Yi-Chin Huang, Shih-Lun Lin, and Jhing-Fa Wang "Candidate Expansion and Prosody Adjustment for Natural Speech Synthesis using a Small Corpus" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2016.2537982, VOL. 24, NO. 6, June 2016, pp. 1052-1065.

    18. Yi-Chin Huang, Chung-Hsien Wu*, and Sz-Ting Weng "Improving Mandarin Prosody Generation Using Alternative Smoothing Techniques" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2016.2588727, VOL. 24, NO. 11, November 2016, pp. 1897-1907.

    19. Jia-Ching Wang, Yuan-Shan Lee, Chang-Hong Lin, Shu-Fan Wang, Chih-Hao Shih, and Chung-Hsien Wu "Compressive Sensing-Based Speech Enhancement" IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI:10.1109/TASLP.2016.2598306, VOL. 24, NO. 11, November 2016, pp. 2122-2131.

    20. Chung-Hsien Wu*, Han-Ping Shen and Chun-Shan Hsu, "Code-Switching Event Detection by Using a Latent Language Space Model and the Delta-Bayesian Information Criterion." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2015.2456417, VOL. 23, NO. 11, November 2015, pp. 1892-1903.(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    21. Jia-Ching Wang, Bo-Wei Chen, Yu-Hao Chin, Chang-Hong Lin, and Chung-Hsien Wu, "Speech Emotion Verification Using Emotion Variance Modeling and Discriminant Scale-Frequency Maps." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI:10.1109/TASLP.2015.2438535, VOL. 23, NO. 10, October 2015, pp.1552-1562.(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    22. Han-Ping Shen, Chung-Hsien Wu* and Pei-Shan Tsai, "Model Generation of Accented Speech using Model Transformation and Verification for Bilingual Speech Recognition." ACM Trans. Asian and Low-Resource Language Information Processing, DOI: 10.1145/2661637, Vol. 14, No 2, Article 6, March 2015.

    23. Chung-Hsien Wu*, Chao-Hong Liu and Po-Hsun Su, "Sentence Extraction with Topic Modeling for Question-Answer Pair Generation." Soft Computing- Special Issue on Topic Modeling in Multimedia: Algorithms and Applications, DOI: 10.1007/s00500-014-1386-6, Vol. 19, Issue 1, 2015, Page 39-46.(SCI, IF=1.630, N/M= 56/130, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, ISI-2015)

    24. Chung-Hsien Wu*, Jen-Chun Lin, Wen-Li Wei "Compressive Sensing-Based Speech Enhancement" APSIPA Transactions on Signal and Information Processing, Vol. 3, e12, DOI: 10.1017/ATSIP.2014.11, Published online: 11 November 2014. (2018 APSIPA Sadaoki Furui Prize Paper Award)

    25. Chung-Hsien Wu*, Yi-Chin Huang, Chung-Han Lee, and Jun-Cheng Guo, "Synthesis of Spontaneous Speech with Syllable Contraction using State-Based Context-Dependent Voice Transformation." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2013.2297018, Vol. 22, No. 3, March 2014, pp. 585~595.(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    26. Wen-Li Wei, Chung-Hsien Wu*, Jen-Chun Lin, and Han Li, "Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2014.2300339, Vol. 22, No. 3, March 2014, pp. 659~670.(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    27. Chung-Hsien Wu*, Han-Ping Shen and Yan-Ting Yang, "Chinese-English Phone Set Construction for Code-Switching ASR Using Acoustic and DNN-Extracted Articulatory Features." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2014.2310353, Vol. 22, No. 4, April 2014, pp. 858-862(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    28. Jhing-Fa Wang, Chung-Hsien Wu, Shulan Hsieh, Shyhnan Liou, and Bo-Wei Chen, "Detection, Measurement, and Enhancement of Happiness." Scientific World Journal, Volume 2014, Article ID 841206, DOI (identifier)10.1155/2014/841206, 2014.(SCI, IF=1.219, N/M= 16/55, MULTIDISCIPLINARY SCIENCES, ISI-2013)

    29. Chia-Ping Chen, Yi-Chin Huang, Chung-Hsien Wu*, and Kuan-De Lee, "Polyglot Speech Synthesis Based on Cross-lingual Frame Selection Using Auditory and Articulatory Features." IEEE/ACM Trans. Audio, Speech, and Language Processing, DOI (identifier) 10.1109/TASLP.2014.2339738, Vol. 22, No. 10, October 2014, pp.1558-1570.(SCI, IF=1.225, N/M= 15/32, Acoustics, ISI-2015)

    30. Chung-Hsien Wu*, Jen-Chun Lin, Wen-Li Wei, "A Survey on Audiovisual Emotion Recognition: Databases, Features, and Data Fusion Strategies." APSIPA Transactions on Signal and Information Processing, Vol. 3, e12, DOI: 10.1017/ATSIP.2014.11, Published online: 11 November 2014.

    31. Chung-Hsien Wu*, Hung-Yu Su and Chao-Hong Liu, "Efficient Personalized Mispronunciation Detection of Taiwanese-Accented English Speech Based on Unsupervised Model Adaptation and Dynamic Sentence Selection" Computer Assisted Language Learning, Vol. 26, No. 5, 2013, pp. 446-467.(SSCI, IF=0.880, N/M=51/169, LINGUISTICS , ISI-2013)

    32. Yi-Chin Huang, Chung-Hsien Wu*, and Yu-Ting Chao, "Personalized Spectral and Prosody Conversion using Frame-Based Codeword Distribution and Adaptive CRF" IEEE Trans. Audio, Speech, and Language Processing, Vol. 21, No. 1, January 2013, pp. 51~62.(SCI, IF=1.877, N/M= 9/32, Acoustics, ISI-2015)

    33. Jun-Bin Yeh, Chung-Hsien Wu*, and Shi-Xin Mai, "Multiple Visual Concept Discovery Using Concept-Based Visual Word Clustering" Multimedia Systems, Vol. 19, No.4, pp. 381-393, Springer-Verlag, July 2013. DOI 10.1007/s00530-012-0294-9.(SCI, IF=1.410, N/M=56/143, COMPUTER SCIENCE, INFORMATION SYSTEMS, ISI-2015)

    34. Chung-Hsien Wu*, Jen-Chun Lin, and Wen-Li Wei, "Two-Level Hierarchical Alignment for Semi-Coupled HMM-Based Audiovisual Emotion Recognition with Temporal Course" IEEE Trans. Multimedia, DOI (identifier) 10.1109/TMM.2013.2269314, VOL. 15, NO. 8, December 2013, pp.1880-1895.(SCI, IF=2.536, N/M=4/106, COMPUTER SCIENCE, SOFTWARE ENGINEERING, ISI-2015)

    35. Chung-Hsien Wu*, Wen-Li Wei, Jen-Chun Lin, and Wei-Yu Lee, "Speaking Effect Removal on Emotion Recognition from Facial Expressions Based on Eigenface Conversion." IEEE Trans. Multimedia, DOI (identifier) 10.1109/TMM.2013.2272917, VOL. 15, NO. 8, December 2013, pp. 1732-1744.(SCI, IF=2.536, N/M=4/106, COMPUTER SCIENCE, SOFTWARE ENGINEERING, ISI-2015)

    36. Ju-Yun Cheng, Yi-Chin Huang and Chung-Hsien Wu*, "HMM-based Mandarin Singing Voice Synthesis Using Tailored Synthesis Units and Question Sets." International Journal of Computational Linguistics and Chinese Language Processing, Vol. 18, No. 4, December 2013, pp. 63-80.

    37. [19] Jen-Chun Lin, Chung-Hsien Wu* and Wen-Li Wei, "Error Weighted Semi-Coupled Hidden Markov Model for Audio-Visual Emotion Recognition" IEEE Trans. Multimedia, Vol. 14, No. 1, January 2012, pp.142~156.(SCI, IF=2.303, N/M=5/104, COMPUTER SCIENCE, SOFTWARE ENGINEERING, ISI-2014) 2011

    38. Ru-Yng Chang, Chung-Hsien Wu*, and Philips Kokoh Prasetyo "Error Diagnosis of Chinese Sentences using Inductive Learning Algorithm and Decomposition-based Testing Mechanism." ACM Trans. Asian Language Information Processing, Vol. 11, No. 1, Article 3, March 2012.(SCI)

    39. Chia-Ping Chen, Chung-Hsien Wu* and Wei-Bin Liang "Robust Dialogue Act Detection Based on Partial Sentence Tree, Derivation Rule, and Spectral Clustering Algorithm." EURASIP Journal on Audio, Speech, and Music Processing, 2012, 2012:13.(SCI, IF=0.382, N/M=214/247, ENGINEERING, ELECTRICAL & ELECTRONIC, ISI-2013)

    40. Chung-Hsien Wu* and Wei-Bin Liang "Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels" IEEE Trans. Affective Computing, VOL. 2, NO. 1, JANUARY-MARCH 2011, pp. 10~21.(SCI, IF=2.675, N/M=19/123, COMPUTER SCIENCE, Artificial Intelligence, ISI-2014)

    41. Chung-Hsien Wu*, Hung-Yu Su and Han-Ping Shen "Articulation-Disordered Speech Recognition using Speaker-Adaptive Acoustic Models and Personalized Articulation Patterns" ACM Trans. Asian Language Information Processing, Vol. 10, No. 2, Article 7, Publication date: June 2011.SCI

    42. Jun-Bin Yeh, Chung-Hsien Wu*, and Sheng-Xiong Chang "Unsupervised Alignment of News Video and Text using Visual Patterns and Textual Concepts" IEEE Trans. Multimedia, Vol.3, No. 2, April 2011, pp.206~215.(SCI, IF=1.776, N/M=15/105, COMPUTER SCIENCE, SOFTWARE ENGINEERING, ISI-2013)

    43. Han-Ping Shen, Jui-Feng Yeh, and Chung-Hsien Wu* "Speaker Clustering Using Decision Tree-based Phone Cluster Models with Multi-Space Probability Distributions" IEEE Trans. Audio, Speech, and Language Processing, Vol. 19, No. 5, July 2011, pp.1289~1300. (SCI, IF=1.877, N/M= 9/32, Acoustics, ISI-2015)

    44. Chung-Hsien Wu*, Wei-Bin Liang, and Jui-Feng Yeh "Interruption Point Detection of Spontaneous Speech Using Inter-syllable Boundary-based Prosodic Features" ACM Trans. on Asian Language Information Processing, Volume 10, Issue 1, Article 6, pp.6:1~6:21, March 2011.SCI

    45. Chi-Chun Hsia, Chung-Hsien Wu* and Jung-Yun Wu "Exploiting Prosody Hierarchy and Dynamic Features for Pitch Modeling and Generation in HMM-based Speech Synthesis" IEEE Trans. Audio, Speech, and Language Processing, 2009. (SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    46. Liang-Chih Yu, Chung-Hsien Wu, Ru-Yng Chang, Chao-Hong Liu and Eduard Hovy "Annotation and Verification of Sense Pools in OntoNotes" Information Processing & Management.(SSCI, IF:1.069, SCI, IF: 1.069, SSCI: N/M=30/83, INFORMATION SCIENCE & LIBRARY SCIENCE, SCI:N/M=68/135 COMPUTER SCIENCE, INFORMATION SYSTEMS, ISI-2013)

    47. Chung-Hsien Wu*, Chi-Chun Hsia, Chung-Han Lee, and Mai-Chun Lin "Hierarchical Prosody Conversion Using Regression-based Clustering for Emotional Speech Synthesis" IEEE Trans. Audio, Speech, and Language Processing, 2009. (SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    48. Chung-Hsien Wu*, Chao-Hong Liu, Matthew Harris, and Liang-Chih Yu "Sentence Correction Incorporating Relative Position and Parse Template Language Models" IEEE Trans. Audio, Speech, and Language Processing, 2009.(SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    49. Y. Stylianou, T. Toda, C.-H. Wu, A. Kain, O. Rosec "Introduction to the Special Section on Voice Transformation" IEEE Trans. Audio, Speech, and Language Processing, Vol. 18, No. 5, July 2010, pp.909~911.(SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    50. Bhiksha Raj, Paris Smaragdis, Malcolm Slaney, Chung-Hsien Wu, Liming Chen, and Hyoung-Gook Kim "Scalable Audio-Content Analysis" EURASIP Journal on Audio, Speech, and Music Processing, Volume 2010 (2010), Article ID 467278, 2 pages.(SCI, IF=0.382, N/M=214/247, ENGINEERING, ELECTRICAL & ELECTRONIC, ISI-2013)

    51. Chung-Hsien Wu* and Chia-Hsin Hsieh "Story Segmentation and Topic Classification of Broadcast News via a Topic-based Segmental Model and a Genetic Algorithm" IEEE Trans. Audio, Speech, and Language Processing, Vol. 17, No. 8, November 2009, pp.1612~1623. (SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    52. Hung-Yu Su and Chung-Hsien Wu* "Improving Structural Statistical Machine Translation for Sign Language with Small Corpus Using Thematic Role Templates as Translation Memory" IEEE Trans. Audio, Speech, and Language Processing, Vol. 17, No. 7, September 2009, pp.1305~1315. 2009.(SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    53. Liang-Chih Yu, Chung-Hsien Wu* and Fong-Lin Jang "Psychiatric Document Retrieval Using a Discourse-Aware Model," Artificial Intelligence, Volume 173, Issues 7-8, May 2009, pp. 817-829 2009. (SCI, IF=2.709, N/M=18/121, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, ISI-2013)

    54. Chung-Hsien Wu* and Haizhou Li "Introduction to the Special Issue on Recent Advances in Asian Language Spoken Document Retrieval" ACM Trans. on Asian Language Information Processing, Volume 8 , Issue 1, Article No. 1, pp.1:1~1:3, March 2009.SCI

    55. Chung-Hsien Wu*, Chien-Lin Huang, Wei-Chuan Lee and Yu-Sheng Lai "Speech-Annotated Photo Retrieval Using Syllable-Transformed Patterns" IEEE Signal Processing Letters, Vol. 16, No. 1, JANUARY 2009, pp.6~9(SCI, IF=1.639, N/M=88/247, ENGINEERING, ELECTRICAL & ELECTRONIC, ISI-2013)

    56. Chung-Hsien Wu*, Chung-Han Lee and Chung-Hau Liang "Idiolect Extraction and Generation for Personalized Speaking Style Modeling" IEEE Trans. Audio, Speech, and Language Processing, Vol. 17, No. 1, January 2009, pp.127~137. (SCI, IF=2.475, N/M= 4/31, Acoustics, ISI-2014)

    57. Liang-Chih Yu, Chung-Hsien Wu* and Fong-Lin Jang "Psychiatric Document Retrieval Using a Discourse-Aware Model" Artificial Intelligence, Volume 173, Issues 7-8, May 2009, pp. 817-829 2009.SCI

    58. Chung-Hsien Wu*, Chung-Han Lee and Chung-Hau Liang "Idiolect Extraction and Generation for Personalized Speaking Style Modeling" IEEE Trans. Audio, Speech, and Language Processing, 2008SCI

    59. Jui-Feng Yeh, Chung-Hsien Wu*, Liang-Chih Yu and Yu-Sheng Lai "Extended Probabilistic HAL with Close Temporal Association for Psychiatric Consultation Query Retrieval" ACM Transactions on Information Systems, Vol. 27, No. 1, pp. 4:1~4:28, December 2008(SCI, IF=1.3, N/M=53/135, COMPUTER SCIENCE, INFORMATION SYSTEMS, ISI-2013)

    60. Jun-Ren Ding, Chien-Lin Huang, Jin-Kun Lin, Jar-Ferr Yang, and Chung-Hsien Wu "Interactive Multimedia Mirror System Design" IEEE Trans. on Consumer Electronics, Vol. 54, No. 3, August 2008, pp.972~980(SCI, IF=1.087, N/M=34/77, TELECOMMUNICATIONS , ISI-2012)

    61. Chia-Hsin Hsieh and Chung-Hsien Wu* "Stochastic Vector Mapping-based Feature Enhancement Using Prior-Models and Model Adaptation for Noisy Speech Recognition" Speech Communication, Vol. 50, June 2008, pp. 467–475(SCI, IF=1.283, N/M=14/31, ACOUSTICS, ISI-2012)

    62. Chung-Hsien Yang, Jia-Ching Wang, Jhing-Fa Wang, Chung-Hsien Wu, and Kai-Hsing Chang "Design and Implementation of Subspace-based Speech Enhancement under In-Car Noisy Environments" IEEE Trans. on Vehicular Technology, Vol. 57, No. 3, May 2008, pp. 1466~1479(SCI, IF=2.063, N/M=11/77, TELECOMMUNICATIONS, ISI-2012)

    63. Liang-Chih Yu, Chung-Hsien Wu*, Jui-Feng Yeh and Fong-Lin Jang "HAL-based Evolutionary Inference for Pattern Induction from Psychiatry Web Resources" IEEE Trans. Evolutionary Computation, Vol. 12, No. 2, April 2008, pp.160~170(SCI, IF=4.810, N/M=1/100, COMPUTER SCIENCE, THEORY & METHODS , ISI-2012)

    64. Jui-Feng Yeh, Chung-Hsien Wu*, and Ming-Jun Chen "Ontology-based Speech Act Identification in a Bi-lingual Dialog System Using Partial Pattern Trees" Journal of the American Society for Information Science and Technology, Vol.59, No.5, March, 2008, pp.684~694(SSCI: IF=2.005, N/M=10/84, INFORMATION SCIENCE & LIBRARY SCIENCE , SCI: IF=2.005, N/M=20/132, COMPUTER SCIENCE, INFORMATION SYSTEMS, ISI-2012)

    65. Chien-Lin Huang and Chung-Hsien Wu* "Spoken Document Retrieval Using Multi-Level Knowledge and Semantic Verification" IEEE Trans. Audio, Speech, and Language Processing, Vol. 15, No. 8, November, 2007, pp.2551~2560(SCI, IF=2.652, N/M= 39/247, ENGINEERING, ELECTRICAL & ELECTRONIC, ISI-2013)

    66. Chi-Chun Hsia, Chung-Hsien Wu*, and Jian-Qi Wu "Conversion Function Clustering and Selection Using Linguistic and Spectral Information for Emotional Voice Conversion" IEEE Trans. Computers (Special Issue on Emergent Systems, Algorithms and Architectures for Speech-based Human machine Interaction), Vol. 56, No. 9, September 2007, pp. 1225~1233(SCI, IF=1.608, COMPUTER SCIENCE, HARDWARE & ARCHITECTURE, 12/48, ISI-2010)

    67. Chien-Lin Huang and Chung-Hsien Wu* "Generation of Phonetic Units for Mixed-Language Speech Recognition Based on Acoustic and Contextual Analysis" IEEE Trans. Computers (Special Issue on Emergent Systems, Algorithms and Architectures for Speech-based Human machine Interaction), Vol. 56, No. 9, September 2007, pp. 1245~1254(SCI, IF=1.608, COMPUTER SCIENCE, HARDWARE & ARCHITECTURE, 12/48, ISI-2010)

    68. Liang-Chih Yu , Chung-Hsien Wu*, and Fong-Lin Jang "Psychiatric Consultation Record Retrieval Using Scenario-based Representation and Multilevel Mixture Model" IEEE Trans. Information Technology in Biomedicine, Vol. 11, No. 4, July 2007, pp.415~427(SCI, COMPUTER SCIENCE, INFORMATION SYSTEMS, IF=1.694, 40/116, ISI-2009)

    69. Chung-Hsien Wu*, Chi-Chun Hsia, Jiun-Fu Chen, and Jhing-Fa Wang "Variable-Length Unit Selection in TTS Using Structural Syntactic Cost" IEEE Trans. Audio, Speech, and Language Processing, Vol. 15, No. 4, May, 2007, pp.1227~1235(SCI, IF=2.652, N/M= 39/247, ENGINEERING, ELECTRICAL & ELECTRONIC, ISI-2013)

    70. Chung-Hsien Wu*, Chia-Hsin Hsieh and Chien-Lin Huang "Speech Sentence Compression based on Speech Segment Extraction and Concatenation" IEEE Trans. Multimedia, Vol. 9, No. 2, February 2007, pp.434~437(SCI, COMPUTER SCIENCE, INFORMATION SYSTEMS, IF=1.790, 33/128, ISI-2010)

    71. Yu-Hsien Chiu, Chung-Hsien Wu*, Hung-Yu Su, and Chih-Jen Cheng "Joint Optimization of Word Alignment and Epenthesis Generation for Chinese to Taiwanese Sign Synthesis" IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 29, No. 1, January 2007, pp.28~39(SCI, IF=4.908, ENGINEERING, ELECTRICAL & ELECTRONIC, 6/245, ISI-2011)

    72. Chung-Hsien Wu* and Ze-Jing Chuang "Emotion Recognition from Speech Using IG-based Feature Compensation" International Journal of Computational Linguistics and Chinese Language Processing, Vol.12, No. 1, 2007, pp.65~78

    73. Chung-Hsien Wu*, Hung-Yu Su, Yu-Hsien Chiu, Chia-Hung Lin "Transfer-Based Statistical Translation of Taiwanese Sign Language Using PCFG" ACM Trans. on Asian Language Information Processing, Vol.6, No.1, 2007, pp.1~18SCI

    74. Ze-Jing Chuang, Chung-Hsien Wu*, Wei-Sheng Chen "Movement Epenthesis Generation Using NURBS-Based Spatial Interpolation" IEEE Trans. Circuit and Systems for Video Technology, Vol. 16, No. 11, November 2006, pp1313~1323(SCI, IF=2.548, ENGINEERING, ELECTRICAL & ELECTRONIC, 24/245, ISI-2009)

    75. Jui-Feng Yeh and Chung-Hsien Wu* "Edit Disfluency Detection and Correction Using a Cleanup Language Model and an Alignment Model" IEEE Trans. Audio, Speech, and Language Processing, Vol. 14, No. 5, September, 2006, pp.1574~1583(SCI, ACOUSTICS, IF=1.668, 5/30, ISI-2010)

    76. Chung-Hsien Wu*, Chi-Chun Hsia, Te-Hsien Liu, and Jhing-Fa Wang "Voice Conversion Using Duration-Embedded Bi-HMMs for Expressive Speech Synthesis" IEEE Trans. Audio, Speech, and Language Processing, Vol. 14, No. 4, July, 2006, pp.1109~1116(SCI, ACOUSTICS, IF=1.498, 11/30, ISI-2011)

    77. Chung-Hsien Wu*, Ze-Jing Chuang, and Yu-Chung Lin "Emotion Recognition from Text using Semantic Label and Separable Mixture Model" ACM Trans. on Asian Language Information Processing, Vol. 5, No. 2, June 2006. pp. 165-182SCI

    78. Chung-Hsien Yang, Jia-Ching Wang, Hsiao-Ping Lee, Jhing-Fa Wang, Chung-Hsien Wu, and Kai-Hsing Chang "Multiband Subspace Tracking Speech Enhancement for In-Car Human Computer Speech Interaction" Journal of Information Science and Engineering, Vol. 22, No.5, 2006, pp.1093~1107(SCI, COMPUTER SCIENCE, INFORMATION SYSTEMS, IF=0.315, 111/116, ISI-2009)

    79. Yung-Ji Sher, Yeou-Jiunn Chen, Yu-Hsien Chiu, Kao-Chi Chung and Chung-Hsien Wu "MAP-based Perceptual Speech Modeling for Noisy Speech Recognition" Journal of Information Science and Engineering, Vol. 22, No.5, 2006, pp.999~1013(SCI, COMPUTER SCIENCE, INFORMATION SYSTEMS, IF=0.315, 111/116, ISI-2009)

    80. Chung-Hsien Wu*, Jui-Feng Yeh and Yu-Sheng Lai "Semantic Segment Extraction and Matching for Internet FAQ Retrieval" IEEE Trans. Knowledge and Data Engineering, Vol.18, No.7, 2006, pp.930~940(SCI, IF=2.067, ENGINEERING, ELECTRICAL & ELECTRONIC, 66/249, ISI-2011)

    81. Chung-Hsien Wu* and Chia-Hsin Hsieh "Multiple Change-Point Audio Segmentation and Classification Using an MDL-based Gaussian Model" IEEE Trans. Audio, Speech, and Language Processing, Vol.14, No.2, 2006, pp.647~657NSC 92-2213-E-006-003(SCI, ACOUSTICS, IF=1.498, 11/30, ISI-2011)

    82. Chung-Hsien Wu*, Yu-Hsien Chiu, Chi-Jiun Shia, and Chun-Yu Lin "Automatic Segmentation and Identification of Mixed-language Speech using Delta-BIC and LSA-based GMMs" IEEE Trans. Audio, Speech, and Language Processing, Vol. 14, No. 1, 2006, pp.266~276NSC 91-2213-E-006-036(SCI, ACOUSTICS, IF=1.498, 11/30, ISI-2011)

    83. Chung-Hsien Wu* and Gwo-Lang Yan "Speech Act Modeling and Verification of Spontaneous Speech with Disfluency in a Spoken Dialogue System" IEEE Trans. Speech and Audio Processing, Vol.13, May 2005, pp.330-344NSC 91-2213-E-006-036(SCI, ACOUSTICS, IF=1.668, 5/30, ISI-2010)

    84. Chung-Hsien Wu*, Liang-Chih Yu and Fong-Lin Jang "Using Semantic Dependencies to Mine Depressive Symptoms from Consultation Records" IEEE Intelligent Systems, Vol. 20, No. 6, 2005, pp.50~58(SCI, IF=2.340, ENGINEERING, ELECTRICAL & ELECTRONIC, , 43/249, ISI-2014)

    85. Hsien-Chang Wang, Chung-Hsien Yang. Jhing-Fa Wang, Chung-Hsien Wu and Jen-Tzung Chien "TAICAR-The Collection and Annotation of an In-Car Speech Database Created in Taiwan" International Journal of Computational Linguistics and Chinese Language Processing, Vol.10, No.2, 2005, pp. 237~249

    86. Chung-Hsien Wu*, Jui-Feng Yeh and Ming-Jun Chen "Domain-specific FAQ Retrieval Using Independent Aspects" ACM Trans. on Asian Language Information Processing, Vol.4 No.1, 2005, pp.1-17NSC 92-2213-E-006-003SCI

    87. Jui-Feng Yeh, Chung-Hsien Wu*, Ming-Jun Chen and Liang-Chih Yu "Automated alignment and Extraction of Bilingual Ontology for Cross-Language Domain-Specific Applications" International Journal of Computational Linguistics and Chinese Language Processing, Vol.10 No.1, 2005, pp.35~52.

    88. Chung-Hsien Wu*, Yu-Hsien Chiu, and Chi-Shiang Guo "Text Generation from Taiwanese Sign Language Using a PST-based Language Model for Augmentative Communication" IEEE Trans. Neural Systems and Rehabilitation Engineering, Vol. 12, No. 4, 2004, pp.441-454NSC90-2614-H-006-002-F20SCI

    89. Ze-Jing Chuang and Chung-Hsien Wu* "Multi-Modal Emotion Recognition from Speech and Text" International Journal of Computational Linguistics and Chinese Language Processing, Vol. 9, No. 2, 2004, pp.45-62

    90. Chung-Hsien Wu*, Yu-Hsien Chiu, and Kung-Wei Cheng "Error-tolerant sign retrieval using visual features and maximum a posteriori estimation" IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 26, No. 4, 2004, pp.495-508NSC90-2614-H-006-002-F20(SCI, IF=5.308, ENGINEERING, ELECTRICAL & ELECTRONIC, 2/247, ISI-2010)

    91. Chung-Hsien Wu* and Yeou-Jiunn Chen "Recovery from False Rejection Using Statistical Partial Pattern Trees for Sentence Verification" Speech Communication, Vol. 43, pp. 71-88, 2004NSC 91-2213-E-006-036(SCI, IF=1.267, ACOUSTICS, 13/30, ISI-2011)

    92. Chung-Hsien Wu* and Gwo-Lang Yan "Acoustic Feature Analysis and Discriminative Modeling of Filled Pauses for Spontaneous Speech Recognition" Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, 36, 2004, pp.87-99NSC 91-2213-E-006-036SCI

    93. Yeou-Jiunn Chen, Chung-Hsien Wu*, Yu-Hsien Chiu, and Hsiang-Chuan Liao "Generation of Robust Phonetic Set and Decision Tree for Mandarin Using Chi-square Testing" Speech Communication, Volume 38, Issues 3-4, November 2002, pp 349-364NSC88-2622-E-006-007(SCI, IF=1.267, ACOUSTICS, 13/30, ISI-2011)

    94. Hunze Chen and Chung-Hsien Wu* "Speech enhancement based on audible noise spectrum and short-time spectral amplitude estimator" Electronics Letters, Vol. 38, No. 10, May 2002, pp. 485-486(SCI, EI) (IF=1.016)

    95. Yu-Sheng Lai and Chung-Hsien Wu* "Meaningful term extraction and discriminative term selection in text categorization via unknown-word methodology" ACM Trans. on Asian Language Information Processing, Vol.1, No.1, March 2002, pp.34-64NSC90-2614-H-006-003-F20SCI

    96. Jhing-Fa Wang, Jia-Ching Wang, An-Nan Suen,Chung-Hsien Wu, and Fan-Min Li "VLSI Architecture and Implementation for Speech Recognizer Based on Discriminative Bayesian Neural Network" IEICE Trans. Fundamentals of Electronics, Communications and Computer Sciences, Vol.E85-A No.8, 2002, pp.1861-1869SCI, EI

    97. Chung-Hsien Wu*, Gwo-Lang Yan, and Chien-Liang Lin "Speech act modeling in a spoken dialogue system using a fuzzy fragment-class Markov model" Speech Communication, Vol. 38, 2002, pp183~199(SCI, IF=1.267, ACOUSTICS, 13/30, ISI-2011)

    98. Chung-Hsien Wu* and Yeou-Jiunn Chen "Multi-Keyword Spotting of Telephone Speech Using a Fuzzy Search Algorithm and Keyword-Driven Two-Level CBSM" Speech Communication, Vol.33, 2001, pp.197-212NSC88-2622-E-006-007(SCI, IF=1.267, ACOUSTICS, 13/30, ISI-2011)

    99. Chung-Hsien Wu* and Jau-Hung Chen "Automatic Generation of Synthesis Units and Prosodic Information for Chinese Concatenative Synthesis" Speech Communication, Vol.35, 2001, pp.219-237(SCI, IF=1.267, ACOUSTICS, 13/30, ISI-2011)

    Conference Papers

    國際會議

    1. Ming-Hsiang Su, Chung-Hsien Wu*, and Po-Chen Shih "Automatic Ontology Population Using Deep Learning for Triple Extraction" Proceedings of APSIPA Annual Summit and Conference, Lanzhou, China, November 18~21, 2019

    2. Qian-Bei Hong, Chung-Hsien Wu*, Ming-Hsiang Su, and Hsin-Min Wang "Sequential Speaker Embedding and Transfer Learning for Text-Independent Speaker Identification" Proceedings of APSIPA Annual Summit and Conference, Lanzhou, China, November 18~21, 2019

    3. Ming-Hsiang Su, Chung-Hsien Wu*, and Yi Chang "Follow-Up Question Generation using Neural Tensor Network-based Domain Ontology Population in an Interview Coaching System" Proceedings of Interspeech2019, Graz, Austria, September 15-19, 2019, pp. 4185-4189

    4. Kun-Yi Huang, Chung-Hsien Wu*, Qian-Bei Hong, Ming-Hsiang Su, and Yi-Hsuan Chen "Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech sounds" Proceedings of ICASSP2019, Brighton, UK, May 12–17, 2019

    5. Sih-Huei Chen, Yuan-Shan Lee, Yu-Sheng Hsu, Chung-Hsien Wu, Jia-Ching Wang "Locality-Preserving Complex-Valued Gaussian Process Latent Variable Model for Robust Face Recognition" Proceedings of ICASSP2018, Calgary, Alberta, Canada, April 15–20, 2018

    6. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Chu-Kwang Chen "“Attention-Based Dialog State Tracking for Conversational Interview Coaching" Proceedings of ICASSP2018, Calgary, Alberta, Canada, April 15–20, 2018

    7. Qian-Bei Hong, Chung-Hsien Wu*, Ming-Hsiang Su, Kun-Yi Huang "Exploring Macroscopic Fluctuation of Facial Expression for Mood Disorder Classification" Proceedings of 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), Beijing, China, May 20~22, 2018

    8. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Qian-Bei Hong "LSTM-based Text Emotion Recognition Using Semantic and Emotional Word Vectors" Proceedings of 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), Beijing, China, May 20~22, 2018

    9. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Qian-Bei Hong, and Huai-Hung Huang "Follow-up Question Generation using Pattern-based Seq2seq with a Small Corpus for Interview Coaching" Proceedings of Interspeech2018, Hyderabad, India, September 2-6, 2018

    10. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang "Exploring Microscopic Fluctuation of Facial Expression for Mood Disorder Classification" Proceedings of International Conference on Orange Technology, Singapore, December 8~10, 2017

    11. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang "A Chatbot Using LSTM-based Multi-Layer Embedding for Elderly Care" Proceedings of International Conference on Orange Technology, Singapore, December 8~10, 2017

    12. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang "Personality Trait Perception from Speech Signals Using Multiresolution Analysis and Convolutional Neural Networks" Proceedings of APSIPA Annual Summit and Conference, Kuala Lumpure, Malaysia, December 12~15, 2017

    13. Kun-Yi Huang, Chung-Hsien Wu*, Ming-Hsiang Su and Jia-Hui Chou "Mood Disorder Identification Using Deep Bottleneck Features of Elicited Speech" Proceedings of APSIPA Annual Summit and Conference, Kuala Lumpure, Malaysia, December 12~15, 2017

    14. Yuan-Shan Lee, Chien-Yao Wang, Shu-Fan Wang, Jia-Ching Wang, Chung-Hsien Wu "Fully Complex Deep Neural Network for Phase-Incorporating Monaural Source Separation" Proceedings of ICASSP2017, New Orleans, USA, March 5~9, 2017

    15. Po-Yuan Shih, Chia-Ping Chen, Chung-Hsien Wu "Speech Emotion Recognition with Ensemble Learning Methods" Proceedings of ICASSP2017, New Orleans, USA, March 5~9, 2017

    16. Kun-Yi Huang, Chung-Hsien Wu*, Ming-Hsiang Su, Hsiang-Chi Fu "Mood Detection from Daily Conversational Speech using Denoising Autoencoder and LSTM" Proceedings of ICASSP2017, New Orleans, USA, March 5~9, 2017

    17. Chien Yao Wang , Andri Santoso, Seksan Mathulaprangsan, Chin Chin Chiang, Chung Hsien Wu, Jia Ching Wang "Recognition and Retrieval of Sound Events Using Sparse Coding Convolutional Neural Networks" Proceedings of ICME2017, Hong Kong, China, July 10~14, 2017. (Finalist of the World’s FIRST 10K Best Paper Award, as top 3% papers of the main program paper submissions)

    18. Yan-You Chen, Chung-Hsien Wu*, Yu-Fong Huang "Generation of Emotion Control Vector using MDS-based Space Transformation for Expressive Speech Synthesis" Proceedings of Interspeech 2016, San Francisco, September 8~12, 2016.

    19. Kun-Yi Huang, Chung-Hsien Wu*, Yu-Ting Kuo, and Fong-Lin Jang "Unipolar Depression vs. Bipolar Disorder: An Elicitation-based Approach to Short-Term Detection of Mood Disorder" Proceedings of Interspeech2016, San Francisco, September 8~12, 2016

    20. Ming-Hsiang Su, Chung-Hsien Wu*, Kun-Yi Huang, Tsung-Hsien Yang, and Tsui-Ching Huang "Dialog State Tracking for Interview Coaching Using Two-Level LSTM" Proceedings of ISCSLP-2016, Tianjin, China, October 17~20, 2016

    21. Tsung-Hsien Yang, Chung-Hsien Wu*, Kun-Yi Huang, and Ming-Hsiang Su "Detection of Mood Disorder Using Speech Emotion Profiles and LSTM" Proceedings of ISCSLP-2016, Tianjin, China, October 17~20, 2016

    22. Ming-Hsiang Su, Kun-Yi Huang, Tsung-Hsien Yang, Kuan-Jung Lai and Chung-Hsien Wu* "Dialog State Tracking and Dialog Action Detection Using Deep Learning Mechanism for Interview Coaching" Proceedings of The 20th International Conference on Asian Language Processing (IALP 2016), Tainan, Taiwan, November 21~23, 2016

    23. Tsung-Hsien Yang, Chung-Hsien Wu*, Ming-Hsiang Su, and Chia-Cheng Chang "Detection of Mood Disorder using Modulation Spectrum of Facial Action Unit Profiles" Proceedings of International Conference on Orange Technology, Melboune, Australia, December 17~20, 2016

    24. Ming-Hsiang Su, Tsung-Hsien Yang, Wu-Hsuan, Lin and Chung-Hsien Wu* "Answer Extraction for Question Answering using Latent Dirichlet Allocation and Delta Bayesian Information Criterion" Proceedings of International Conference on Orange Technology, Melboune, Australia, December 17~20, 2016

    25. Kun-Yi Huang, Chung-Hsien Wu*, Tsung-Hsien Yang, Ming-Hsiang Su, and Jia-Hui Chou "Speech Emotion Recognition using Autoencoder Bottleneck Ffeatures and LSTM" Proceedings of International Conference on Orange Technology, Melboune, Australia, December 17~20, 2016

    26. Sih-Huei Chen, Jia-Ching Wang, Wen-Chi Hsieh, Yu-Hao Chin, Chin-Wen Ho, Chung-Hsien Wu "Speech Emotion Classification Using Multiple Kernel Gaussian Process" Proceedings of APSIPA Annual Summit and Conference, Jeju, Korea, December 13~16, 2016

    27. Chung-Hsien Wu* and Wei-Bin Liang, "Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels (Extended Abstract)." in Proceedings of the 6-th International Conference on Affective Computing and Intelligent Interaction (ACII2015), Xi’An, China, 2015. (Invited paper, most influential articles of IEEE Transactions on Affective Computing (TAC)).

    28. Chung-Hsien Wu*, Jen-Chun Lin, Wei-Bin Liang, and Kuan-Chun Cheng, "Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition." in Proceedings of The 1st International Workshop on Affective Social Multimedia Computing (ASMMC 2015), Xi’An, China, 2015.(The Most Interesting Paper Award)

    29. Yi-Chin Huang, Chung-Hsien Wu*, Ming-Ge Shie, "Fluent Personalized Speech Synthesis with ProsodicWord-Level Spontaneous Speech Generation." in Proceedings of Inetrspeech 2015, Dresden, Germany, 2015.

    30. Kun-Yi Huang, Jia-Kuan Lin, Yu-Hsien Chiu, and Chung-Hsien Wu*, "Affective Structure Modeling of Speech Using Probabilistic Context Free Grammar for Emotion Recognition." in Proceedings of ICASSP2015, Brisbane, Australia, April 19~24, 2015.

    31. Yu-Hsien Chiu, Wei-Hao Chen, Yu-Wei Hung, Hsien-Chang Wang, Kun-Yi Huang, Chung-Hsien Wu "Extraction and Representation of Nursing Diagnosis for Assisted Assessment and Affective Analysis" Proceedings of International Conference on Orange Technology, Hong Kong, December 19~22, 2015

    32. Kun-Yi Huang, Chung-Hsien Wu*, Yu-Ting Kuo, Hsian-Hsuan Yen, Fong-Lin Jang, Yu-Hsien Chiu "Data Collection of Elicited Facial Expressions and Speech Responses for Mood Disorder Detection" Proceedings of International Conference on Orange Technology, Hong Kong, December 19~22, 2015

    33. Wei-Bin Liang, Hsien-Chang Wang, Yi-An Chu and Chung-Hsien Wu*, "Emoticon Recommendation in Microblog using Affective Trajectory Model." in Proceedings of APSIPA Annual Summit and Conference, Siem Reap, city of Angkor Wat, Cambodia, December 9~12, 2014.

    34. Jen-Chun Lin, Wen-Li Wei, Chung-Hsien Wu and Hsin-Min Wang, "Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling-Based Error Weighted Cross-Correlation Model." in Proceedings of APSIPA Annual Summit and Conference, Siem Reap, city of Angkor Wat, Cambodia, December 9~12, 2014.

    35. Chung-Hsien Wu*, Jen-Chun Lin, and Wen-Li Wei, "Action Unit Reconstruction of Occluded Facial Expression." in Proceedings of International Conference on Orange Technology, Xi’an, China, September 20~24, 2014.

    36. Ming-Hsiang Su, Yu-Ting Zheng, and Chung-Hsien Wu*, "Interlocutor Personality Perception based on BFI Profiles and Coupled HMMs in a Dyadic Conversation." Proceedings of ISCSLP-2014, Singapore, September 12~14, 2014.

    37. Chung-Hsien Wu*, Yi-Chin Huang, Shih-Lun Lin, and Chia-Ping Chen, "Natural Speech Synthesis Based On Hybrid Approach with Candidate Expansion and Verification." in Proceedings of ICASSP2014, Florence, Italy, May 4-9, 2014.

    38. Jen-Chun Lin, Chung-Hsien Wu*, and Wen-Li Wei, "A Probabilistic Fusion Strategy for Audiovisual Emotion Recognition of Sparse and Noisy Data." in Proceedings of International Conference on Orange Technology, Tainan, Taiwan, 2013.

    39. Han-Ping Shen, Nobuaki Minematsu, Steven Weinberger, Takehiko Makino, J. Novak, Teeraphon Pongkittiphan, Chung-Hsien Wu, "Speaker-based pronunciation clustering of World Englishes based on pronunciation structure analysis." IEICE Technical Report, SP2012-116, pp.7-12, 2013.

    40. Han-Ping Shen, Nobuaki Minematsu, Steven. Weinberger, Takehiko Makino, Teeraphon Pongkittiphan, Chung-Hsien Wu, "Speaker-based pronunciation clustering using World Englishes and pronunciation structure." Spring Meeting of Acoustical Society of Japan, 3-7-5，pp.363-366, 2013.

    41. Han-Ping Shen, Nobuaki Minematsu, Takehiko Makino, Steven Weinberger, Teeraphon Pongkittiphan, Chung-Hsien Wu, "Speaker-based accented English clustering using a world English archive." in Proceedings of SLaTE, Grenoble, France, 2013.

    42. Han-Ping Shen, Nobuaki Minematsu, Takehiko Makino, Steven H. Weinberger, Teeraphon Pongkittiphan, and Chung-Hsien Wu, "Auotmatic Prounciation Clustering Using a World English Archive and Prounciation Structure Analysis." in Proc. of ASRU2013, Olomouc, Czech Republic, December 8-12, 2013.

    43. Chung-Hsien Wu*, Jen-Chun Lin, Wen-Li Wei and Kuan-Chun Cheng, "Emotion Recognition from Multi-Modal Information." in Proceedings of APSIPA Annual Summit and Conference, Kaohsiung, Taiwan, October 29 – November 1, 2013.

    44. Chia-Jui Liu, Chung-Hsien Wu*, Yu-Hsien Chiu, "BFI-Based Speaker Personality Perception Using Acoustic-Prosodic Features." in Proceedings of APSIPA Annual Summit and Conference, Kaohsiung, Taiwan, October 29 – November 1, 2013.

    45. Liang-Chih Yu, Chao-Hong Liu and Chung-Hsien Wu, "Candidate Scoring Using Web-Based Measure for Chinese Spelling Error Correction." Proceedings of the Seventh SIGHAN Workshop on Chinese Language Processing (SIGHAN-7), pages 108–112, Nagoya, Japan, 14 October 2013.

    46. Yi-Chin Huang, Chung-Hsien Wu* and Shih-Lun Lin, "Residual Compensation based on Articulatory Feature-based Phone Clustering for Hybrid Mandarin Speech Synthesis." in Proc. of the 8th Speech Synthesis Workshop (SSW8), Barcelona, Spain, 2013.

    47. Wei-Bin Liang, Chung-Hsien Wu*, and Chun-Shan Hsu, "Code-Switching Event Detection Based on Delta-BIC Using Phonetic Eigenvoice Models." in Proceedings of Inetrspeech 2013, Lyon, France, 2013.

    48. Jen-Chun Lin, Chung-Hsien Wu*, and Wen-Li Wei, "Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling." in Proceedings of Inetrspeech 2013, Lyon, France, 2013.

    49. Yi-Chin Huang, Chung-Hsien Wu*, Shih-Lun Lin, "Personalized Natural Speech Synthesis based on Retrieval of Pitch Patterns Using Hierarchical Fujisaki Model." in Proceedings of ICASSP2013, Vancouver, Canada, May 26- 31, 2013.

    50. Jen-Chun Lin, Chung-Hsien Wu*, Wen-Li Wei, "Facial Action Unit Prediction under Partial Occlusion Based on Error Weighted Cross-Correlation Model." in Proceedings of ICASSP2013, Vancouver, Canada, May 26- 31, 2013.

    51. Wen-Li Wei, Chung-Hsien Wu*, Jen-Chun Lin, Han Li, "Interaction Style Detection Based on Fused Cross-Correlation Model in Spoken Conversation." in Proceedings of ICASSP2013, Vancouver, Canada, May 26- 31, 2013.

    52. Chao-Hong Liu, Chung-Hsien Wu*, David Sarwono, "Alternative Hypothesis Generation Using A Weighted Kernel Feature Matrix For ASR Substitution Error Correction." Proceedings of ISCSLP-2012, Hong Kong, Dec. 5~8, 2012.

    53. Yi-Chin Huang, Chung-Hsien Wu*, Sz-Ting Weng, "Hierarchical Prosodic Pattern Selection Based On Fujisaki Model For Natural Mandarin Speech Synthesis." Proceedings of ISCSLP-2012, Hong Kong, Dec. 5~8, 2012.

    54. Ru-Yng Chang, Chung-Hsien Wu*, and Philips Kokoh Prasetyo, "ESL Error Classification in a CALL System based on Multi-type Information Features." In Proceedings of the 15th International CALL Research Conference, Taichung, Taiwan, 93-98, 2012.

    55. Chung-Hsien Wu*, Ru-Yng Chang, and Philips Kokoh Prasetyo, "Relation Pattern and T-Score Features for CSL Error Sentence Classification." In Proceedings of the 15th International CALL Research Conference, Taichung, Taiwan, 661-664, 2012.

    56. Chung-Hsien Wu*, Han-Ping Shen, Yan-Ting Yang, "Phone Set Construction Based on Context-Sensitive Articulartory Attributes for Code-Switching Speech Recognition." in Proceedings of ICASSP2012, Kyoto, Japan, March 25 - 30, 2012.

    57. Chia-Ping Chen, Yi-Chin Huang, Chung-Hsien Wu*, Kuan-De Lee, "Cross-Lingual Frame Selection Method for Polyglot Speech Synthesis." in Proceedings of ICASSP2012, Kyoto, Japan, March 25 - 30, 2012.

    58. Wei-Bin Liang, Chung-HsienWu*, and Chia-Ping Chen "Semantic Information and Derivation Rules for Robust Dialogue Act Detection in a Spoken Dialogue System" Proceedings of the Conference of The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, June 19-24, 2011, Portland, Oregon, USA, pp. 603~608.

    59. Wei-Bin Liang, Chung-HsienWu*, Chih-Hung Wang, and Jhing-Fa Wang "Interactional Style Detection for Versatile Dialogue Response Using Prosodic and Semantic Features" Proceedings of INTERSPEECH2011, Florence, Italy, 27-31 August 2011.

    60. Ren-Ying Fang, Bo-Wei Chen, Jhing-Fa Wang, and Chung-HsienWu "Emotion Detection Based on Concept Inference and Spoken Sentence Analysis for Customer Service" Proceedings of INTERSPEECH2011, Florence, Italy, 27-31 August 2011.

    61. Chao-Hong Liu, Chung-HsienWu*, David Sarwono, and Jhing-Fa Wang "Candidate Generation for ASR Output Error Correction Using a Context-Dependent Syllable Cluster-Based Confusion Matrix" Proceedings of INTERSPEECH2011, Florence, Italy, 27-31 August 2011.

    62. Chien-Lin Huang, Bin Ma, Haizhou Li, and Chung-HsienWu "Speech Indexing Using Semantic Context Inference" Proceedings of INTERSPEECH2011, Florence, Italy, 27-31 August 2011.

    63. Sheng-Chieh Lee, Bo-Wei Chen, Jhing-Fa Wang, Chung-HsienWu, and Min-Jian Liao "An Efficient Pre-processing Scheme to Improve the Sound Source Localization System in Noisy Environment" Proceedings of INTERSPEECH2011, Florence, Italy, 27-31 August 2011.

    64. Jen-Chun Lin, Chung-Hsien Wu* and Wen-Li Wei "Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy for Audio-Visual Emotion Recognition" Proceedings of the fourth bi-annual International Conference of the HUMAINE Association on Affective Computing and Intelligent Interaction (ACII2011), Memphis, Tennessee on October 9 to 12, 2011.

    65. Wen-Li Wei, Chung-Hsien Wu* and Jen-Chun Lin "A Regression Approach to Affective Rating of Chinese Words from ANEW" Proceedings of the fourth bi-annual International Conference of the HUMAINE Association on Affective Computing and Intelligent Interaction (ACII2011), Memphis, Tennessee on October 9 to 12, 2011.

    66. Han-Ping Shen, Chung-Hsien Wu* and Pei-Shan Tsai "Transformation-based Accented Speech Modeling Using Articulatory Attributes for Non-Native Speech Recognition" Proceedings of APSIPA Annual Summit and Conference 2011 (APSIPA ASC 2011), Xi’an, China, October 17~21, 2011.

    67. Han-Ping Shen, Chung-Hsien Wu*, Yan-Ting Yang and Chun-Shan Hsu "CECOS: A Chinese-English Code-Switching Speech Database" Proceedings of Oriental COCOSDA international conference 2011, Hsinchu, October 26~28, 2011.

    68. Chung-Han Lee, Chung-Hsien Wu* and Jun-Cheng Guo "Pronunciation Variation Generation for Spontaneous Speech Synthesis Using State-Based Voice Transformation" Proceedings of ICASSP2010, Dallas, Texas, USA, March 15-19, 2010

    69. Jen-Chun Lin, Chung-Hsien Wu*, Wen-Li Wei and Chia-Jui Liu "Audio-Visual Emotion Recognition Using Semi-Coupled HMM and Error-Weighted Classifier Combination" Proceedings of APSIPA Annual Summit and Conference, Singapore, December 14 - 17, 2010.

    70. Jen-Chun Lin, Chung-Hsien Wu*, Wen-Li Wei and Chia-Jui Liu "Wen-Li Wei and Chia-Jui Liu, “Audio-Visual Emotion Recognition Using Semi-Coupled HMM and Error-Weighted Classifier Combination" Proceedings of APSIPA Annual Summit and Conference, Singapore, December 14 - 17, 2010.

    71. Ru-Yng Chang Chung-Hsien Wu*, and Philips Kokoh Prasetyo "Error Diagnosis Using Penalized Probabilistic FOIL for Chinese as a Second Language Learner" Proceedings of ISCSLP-2010, Tainan, Taiwan, Nov. 29~Dec. 2, 2010.

    72. Chao-Hong Liu and Chung-Hsien Wu* "Sentence Decomplexification Using Holistic Aspect-Based Clause Detection for Long Sentence Understanding" Proceedings of ISCSLP-2010, Tainan, Taiwan, Nov. 29~Dec. 2, 2010.

    73. Chao-Hong Liu and Chung-Hsien Wu* "Prosodic Word-Based Error Correction in Speech Recognition Using Prosodic Word Expansion and Contextual Information" in Proceedings of the 7th ISCA Speech Synthesis Workshop (SSW7). Kyoto, Japan, 2010.

    74. Yi-Chin Huang, Chung-Hsien Wu*, Chung-Han Lee and Yu-Ting Chao "Voice Conversion using Precise Speech Alignment based on Spectral Property and Eigen-Codeword Distribution" in Proceedings of the 7th ISCA Speech Synthesis Workshop (SSW7). Kyoto, Japan, 2010.

    75. Wei-Bin Liang, Chung-Hsien Wu*, Yu-Cheng Hsiao "Dialogue Act Detection in Error-Prone Spoken Dialogue Systems Using Partial Sentence Tree and Latent Dialogue Act Matrix" in Proceedings of INTERSPEECH2010, Makuhari, Japan, 2010.

    76. Liang-Chih Yu, Hsiu-Min Shih, Yu-Ling Lai, Jui-Feng Yeh and Chung-Hsien Wu* "Discriminative Training for Near-Synonym Substitution" in Proceedings of INTERSPEECH2010, Makuhari, Japan, 2010.

    77. Jun-Bin Yeh and Chung-Hsien Wu* "Extraction of Robust Visual Phrases Using Graph Mining for Image Retrieval" in Proceedings of ISCAS2010, Paris, France, 2010, pp. 3682~3684

    78. Chung-Han Lee, Chung-Hsien Wu* and Jun-Cheng Guo "Pronunciation Variation Generation for Spontaneous Speech Synthesis Using State-Based Voice Transformation" in Proceedings of ICASSP2010, Dallas, Texas, USA, March 15-19, 2010, pp. 4286~4289. 2009

    79. Chung-Hsien Wu*, Chung-Han Lee and Ze-Jing Chung "Co-articulation Generation Using Maximum Direction Change and Apparent Motion for Chinese Visual Speech Synthesis" Proceedings of 2010 International Computer Symposium (ICS), Tainan, Taiwan, 2010. (Best Paper Award)

    80. Liang-Chih Yu, Chien-Lung Chan, Chung-Hsien Wu and Chao-Cheng Lin "Mining Association Language Patterns forNegative Life Event Classification" Proceedings of the ACL-IJCNLP 2009 Conference Short Papers, pages 201–204, Suntec, Singapore, 4 August 2009

    81. Chao-Hong Liu and Chung-Hsien Wu* "Semantic Role Labeling with Discriminative Feature Selection for Spoken Language Understanding" Proceedings of INTERSPEECH2009, Brighton, UK, September 6-10, 2009

    82. Jun-Bin Yeh and Chung-Hsien Wu* "Extraction of Query Term-Related Visual Patterns for News Video Retrieval Using Mutual Information" Proceedings of ISCAS2009, Taipei, Taiwan, 2009

    83. Chung-Han Lee, Chi-Chun Hsia, Chung-Hsien Wu*, Mai-Chun Lin "Regression-based Clustering for Hierarchical Pitch Conversion" Proceedings of ICASSP2009, Taipei, Taiwan, 2009.

    84. Wei-Bin Liang, Chung-Hsien Wu*, Yu-Kai Kang "Recognition of Syllable-Contracted Words in Spontaneous Speech using word expansion and duration information" Proceedings of ISCSLP-2008, Kunming, China, Dec. 16~19, 2008

    85. Chao-Hong Liu, Chung-Hsien Wu*, and Matthew Harris "Word Order Correction for Language Transfer using Relative Position Language Modeling" Proceedings of ISCSLP-2008, Kunming, China, Dec. 16~19, 2008

    86. Liang-Chih Yu, Chung-Hsien Wu and Eduard Hovy "OntoNotes: corpus cleanup of mistaken agreement using word sense disambiguation" Proceedings of The 22nd International Conference on Computational Linguistics (Coling2008), Manchester, 18-22 August, 2008

    87. Chien-Lin Huang, Chung-Hsien Wu, Chia-Hsin Hsieh, Haizhou Li and Bin Ma "Unsupervised pronunciation grammar growing using Knowledge-based and data-driven approaches" Proceedings of ICME2008, Hannover, Germany, June 23-26, 2008

    88. Jui-Feng Yeh, Wei-Bin Liang, Chung-Hsien Wu, Chi-Chiuan Liou "Interruption point detection of spontaneous speech using prior knowledge and multiple features" Proceedings of ICME2008, Hannover, Germany, June 23-26, 2008

    89. Hung-Yu Su, Chung-Hsien Wu, and Pei-Jen Tsai "Automatic Assessment of Articulation Disorders Using Confident Unit-Based Model Adaptation" Proceedings of ICASSP2008, Las Vegas, Nevada, USA, March 30 - April 4, 2008

    90. Jun-Bin Yeh and Chung-Hsien Wu* "Video News Retrieval incorporating Relevant Terms based on Distribution of Document Frequency" Proceedings of 2008 Pacific-Rim Conference on Multimedia (PCM2008), Tainan, Taiwan, 2008

    91. Chia-Hsin Hsieh, Chung-Hsien Wu, and Han-Ping Shen "Adaptive Decision Tree-based Phone Cluster Models for Speaker Clustering" Proceedings of Interspeech2008, Brisbane, Australia, 2008

    92. Chien-Lin Huang, Bin Ma, Chung-Hsien Wu, Brian Mak and Haizhou Li "Robust Speaker Verification Using Short-Time Frequency with Long-Time Window and Fusion of Multi-Resolutions" Proceedings of Interspeech2008, Brisbane, Australia, 2008

    93. Liang-Chih Yu, Chung-Hsien Wu, Andrew Philpot, and Eduard Hovy "OntoNotes: Sense Pool Verification Using Google N-gram and Statistical Tests" Proc. of the OntoLex Workshop at the 6th International Semantic Web Conference (ISWC '07), Busan, Korea, November 2007

    94. Jun-Ren Ding, Chien-Lin Huang, Jin-Kun Lin, Jar-Ferr Yang, and Chung-Hsien Wu "Magic Mirror" IEEE International Symposium on Multimedia (ISM 2007) pp. 176-185, 2007

    95. Chung-Hsien Wu*, Chien-Lin Huang, Chin-Shun Hsu, Kuei-Ming Lee "Speech Retrieval Using Spoken Keyword Extraction and Semantic Verification" Proceedings of TENCON2007, Taipei, Taiwan, 2007

    96. Chien-Lin Huang, Chung-Hsien Wu*, Yi Chen and Chin-Hsun Shu "Unsupervised Pronunciation Grammar Generation for Non-Native Speech Recognition" Proceedings of TENCON2007, Taipei, Taiwan, 2007

    97. Jui-Feng Yeh, Chung-Hsien Wu* and Wei-Yen Wu "Disfluency Correction of Spontaneous Speech using Conditional Random Fields with Variable-Length Features" Proceedings of Interspeech 2007, Antwerp, Belgium, 2007

    98. Liang-Chih Yu, Chung-Hsien Wu*, Chin-Yew Lin, Eduard Hovy and Chia-Ling Lin "Topic Analysis for Psychiatric Document Retrieval" Proceedings of the Main Conference Sessions of ACL 2007. (Acceptance rate = 24%)

    99. Chi-Chun Hsia, Chung-Hsien Wu*, and Jian-Qi Wu "Conversion Function Clustering and Selection for Expressive Voice Conversion" Proceedings of ICASSP2007, Honolulu, Hawaii, USA, 2007

    100. Chien-Lin Huang and Chung-Hsien Wu* "Phone Set Generation Using Acoustic and Contextual Analysis for Multilingual Speech Recognition" Proceedings of ICASSP2007, Honolulu, Hawaii, USA, 2007

    101. Liang-Chih Yu, Chung-Hsien Wu*, and Fong-Lin Jang "HAL-based Cascaded Model for Variable-Length Semantic Pattern Induction from Psychiatry Web Resources" Proc. of the COLING/ACL 2006 Main Conference Poster Sessions, pp. 945–952, Sydney, July 2006

    102. Jui-Feng Yeh, Chung-Hsien Wu* and Wei-Yen Wu "Contextual Maximum Entropy Model for Edit Disfluency Detection of Spontaneous Speech" Lecture Notes in Artificial Intelligence Series (LNAI4274), ISCSLP 2006, Springer-Verlag, 2006

    103. Chien-Lin Huang, Wei-Chuan Lee and Chung-Hsien Wu* "Robust Speech-Annotated Photo Retrieval Using Syllable-Transformed Patterns" Proceedings of ISCSLP2006, 2006, pp.333-336

    104. Ze-Jing Chuang, Chung-Hsien Wu*, Wei-Sheng Chen "Movement Epenthesis Generation for Sign Language Synthesis Using NURBS Function" Proceedings of IEEE TENCON 2006, Hong Kong, 2006

    105. Chia-Hsin Hsieh, Chung-Hsien Wu* and Jun-Yu Lin "Stochastic Vector Mapping-based Feature Enhancement Using Prior Model and Environment Adaptation for Noisy Speech Recognition" Proceedings of Interspeech2006, Pittsburgh, 2006

    106. Chung-Han Lee and Chung-Hsien Wu* "MAP-Based Adaptation for Speech Conversion using Adaptation Data Selection and Non-parallel Training" Proceedings of Interspeech2006, Pittsburgh, 2006

    107. Jui-Feng Yeh, Chung-Hsien Wu* and Mao-Zhu Yang "Stochastic Discourse Modeling in Spoken Dialogue Systems Using Semantic Dependency Graphs" Proceedings of the Main Conference Poster Sessions of COLING/ACL 2006, pp. 937-944

    108. Chung-Hsien Wu* and Ze-Jing Chuang "Emotion Recognition Using IG-based Feature Compensation and Continuous Support Vector Machines" Proceedings of 2006 Speech Prosody conference, Dresden, Germany, 2006

    109. Chien-Lin Huang, Chia-Hsin Hsieh and Chung-Hsien Wu "Audio-Video Summarization of TV News Using Speech Recognition and Shot Change Detection" Proceedings of InterSpeech 2005, Lisbon, Portugal, September 2005

    110. Chi-Chun Hsia, Te-Hsien Liu, Chung-Hsien Wu "Duration-Embedded Bi-HMM for Expressive Voice Conversion" Proceedings of InterSpeech 2005, Lisbon, Portugal, September 2005

    111. Shi-Hou Lin, Pi-Fuei Hsieh, and Chung-Hsien Wu "Facial Phoneme Extraction for Taiwanese Sign Language Recognition" Lecture Notes in Computer Science Series (LNCS3784), ACII2005, Springer-Verlag, 2005, pp. 187-194SCI

    112. Jung-Ning Huang, Pi-Fuei Hsieh, and Chung-Hsien Wu "Vision-Based Recognition of Hand Shapes in Taiwanese Sign Language" Lecture Notes in Computer Science Series (LNCS3784), ACII2005, Springer-Verlag, 2005, pp. 224-231SCI

    113. Chia-Shiuan Cheng, Pi-Fuei Hsieh, and Chung-Hsien Wu, "Hand Motion Recognition for the Vision-based Taiwanese Sign Language Interpretation" Lecture Notes in Computer Science Series (LNCS3784), ACII2005, Springer-Verlag, 2005, pp. 160-167SCI

    114. Ze-Jing Chuang and Chung-Hsien Wu* "IG-based Feature Extraction and Compensation for Emotion Recognition from Speech" Lecture Notes in Computer Science Series (LNCS3784), ACII2005, Springer-Verlag, 2005, pp.358-365SCI

    115. Chung-Hsien Wu, Chien-Lin Huang and Chia-Hsin Hsieh "Spoken Document Summarization and Retrieval for Wireless Application" Proceedings of WirelessCom 2005, Maui, Hawaii, USA, 2005

    116. Chien-Lin Huang, Chia-Hsin Hsieh and Chung-Hsien Wu "Spoken Document Summarization Using Acoustic, Prosodic and Semantic Information" Proceedings of ICME 2005, Amsterdam, The Netherlands, 2005. (22% Accepted for oral)

    117. Chung-Hsien Wu, Chi-Chun Hsia, Jiun-Fu Chen, Te-Hsien Liu "Variable-length unit selection using LSA-based syntactic structure cost" Proceedings of ISCSLP 2004, Hong Kong, 2004

    118. Chia-Hsin Hsieh, Chien-Lin Huang and Chung-Hsien Wu "Spoken document summarization using topic-related corpus and semantic dependency grammar" Proceedings of ISCSLP 2004, Hong Kong, 2004

    119. Chung-Hsien Wu, Jui-Feng Yeh, and Min-Jun Chen "Speech Act Identification using an Ontology-Based Partial Pattern Tree" Proceedings of ICSLP 2004, Jeju, Korea, 2004

    120. Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen and Liang-Chih Yu "Automated Alignment and Extraction of Bilingual Ontology for Cross-Language Domain-Specific Applications" Proc. of COLING 2004, 2004

    121. Ze-Jing Chuang and Chung-Hsien Wu "Emotion Recognition using Acoustic Features and Textual Content" Proceedings of ICME2004, Taipei, Taiwan, 2004

    122. Chung-Hsien Wu and Ze-Jing Chuang "Intelligent Ear for Emotion Recognition: Multi-Modal Emotion Recognition via Acoustic Features, Semantic Contents and Facial Images" Proceedings of The 8th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI2004), 2004

    123. Chi-Jiun Shia, Yu-Hsien Chiu and Chung-Hsien Wu "Language boundary detection and identification of mixed-language speech based on MAP estimation" Proceedings of ICASSP2004, Montreal, Canada, 2004

    124. Jui-Feng Yeh, Chung-Hsien Wu, Ming-Jun Chen and Liang-Chih Yu "Auotmated Alignment and Extraction of Bilingual Domain-Specific Ontology for Medical Domain Web Search" Proc. of 3rd workshop on Chinese Language Learning(SigHan), ACL 2004, Barcelona, 2004, pp.65-71

    125. Chung-Hsien Wu and Gwo-Lang Yan "Flexible Speech Act Identification of Spontaneous Speech with Disfluency" Proceedings of Eurospeech2003, Switzerland, Geneva, 2003

    126. J.F. Yeh, C.H. Wu and M.J. Chen "Semantic Inference based on Ontology for Medical FAQ Mining" Proc. of IEEE on the Natural Language Processing and Knowledge Engineering(NLPKE’03), Beijing, 2003, pp.710-715

    127. Jia Hsin Hsieh, Chung-Hsien Wu and Kuao-Ann Fung "Two Stage Story Segmentation and Detection on Broadcast News Using Genetic Algorithm" Proceedings of 2003 ISCA Workshop on Multilingual Spoken Document Retrieval, MSDR 2003, Hong Kong, 2003

    128. Ze-Jing Chuang and Chung-Hsien Wu* "Text-to-Visual Speech Synthesis for General Objects Using Parameter-Based Lip Models" Lecture Notes in Computer Science Series (LNCS2532), Springer-Verlag, 2002, pp.589~597SCI

    129. Ze-Jing Chuang and Chung-Hsien Wu "Emotion Recognition via Acoustic Features and Semantic Contents in Speech" Proceedings of International Symposium on Chinese Spoken Language Processing, ISCSLP 2002, Taipei, 2002

    130. Chung-Hsien Wu, Yu-Hsien Chiu, and Kung-Wei Cheng "ign Language Translation Using an Error Tolerant Retrieval Algorithm" Proceedings of International Conference on Spoken Language Processing, ICSLP 2002, Denver, 2002

    131. Ze-Jing Chuang and Chung-Hsien Wu "Emotion Recognition from Textual Input using an Emotional Semantic Network" Proceedings of International Conference on Spoken Language Processing, ICSLP 2002, Denver, 2002

    132. Yu-Sheng Lai, Kuao-Ann Fung and Chung-Hsien Wu "FAQ Mining via List Detection" Proceedings of the Workshop on Multilingual Summarization and Question Answering, 2002. (A post-conference workshop in conjunction with COLING 2002)

    133. Chung-Hsien Wu, Yu-Hsien Chiu and Huigan Lim "Perceptual speech modeling for noisy speech recognition" Proceedings of ICASSP2002, Orlando, Florida, USA, 2002

    134. Chung-Hsien Wu*, Yu-Hsien Chiu, and Kung-Wei Cheng "Multi-Modal Sign Icon Retrieval for Augmentative Communication" Lecture Notes in Computer Science Series (LNCS2195), Springer-Verlag, 2001, pp.598~605SCI

    國內會議

    1. Kun-Yi Huang, Chung-Hsien Wu*, Qian-Bei Hong, Ming-Hsiang Su, and Yuan-Rong Zeng "Speech Emotion Recognition using Convolutional Neural Network with Audio Word-based Embedding" Proceedings of ISCSLP2018, Taipei, Taiwan, November 26-29, 2018

    2. Ming-Hsiang Su, Wu-Hsuan, Lin, Tsung-Hsien Yang, Chung-Hsien Wu "Automatic Text Segmentation from Unstructured Data Using LDA and Delta-BIC" 2015 National Computer Symposium (NCS 2015), Pingdong, Taiwan, December 18~19, 2015

    3. Pei-Shan Tsai, Han-Pin Shen, Chung-Hsien Wu* "Pronunciation Variation Model Generation based on Pronunciation Event Verification for Multi-Lingual Speech Recognition," in Proceedings of ROCLING2010, Nantou, Taiwan, 2010. (Best Paper Award)

    4. Wei-Bin Liang, Yu-Cheng Hsiao, Chung-Hsien Wu "Dialogue Act Detection Using Sentence Structure and Partial Pattern Trees" Proceedings of ROCLING2009, TaiChung, September 1-2 2009

    5. Ru-Yng Chang and Chung-Hsien Wu "Propositional Term Extraction over Short Text using Word Cohesiveness and Conditional Random Fields with Multi-Level Features" Proceedings of ROCLING-2008, Taipei, 2008

    6. 王士豪, 黃建霖, 吳宗憲* "利用聲學與文脈分析於多語語音辨識單元之產生" Proceedings of ROCLING XVIII , Hsinchu, Taiwan, 2006

    7. 葉瑞峰、吳維彥、吳宗憲* "應用不定長度特徵之條件隨機域於口語不流暢語流修正" Proceedings of ROCLING 2006, Hsinchu, Taiwan, 2006

    8. 湯士民,莊則敬,吳宗憲 "應用錯誤型態分析於英語發音輔助學習" Proceedings of ROCLING XVII, Tainan, Taiwan, 2005

    9. 陳俊甫,夏啟峻,吳宗憲 "應用機率式句法結構與隱含式語意索引於情緒語音合成之單元選取" Proceedings of ROCLING XVI, Taipei, Taiwan, 2004

    10. 黃建霖,謝嘉欣,吳宗憲 "應用語料庫和語意相依法則於中文語音文件之摘要" Proceedings of ROCLING XVI, Taipei, Taiwan, 2004

    11. 陳銘軍, 葉瑞峰, 吳宗憲 "以知識概念模型為基礎之多主題對話管理系統" Proceedings of ROCLING XV, Hsinchu, Taiwan, 2003
    研究計畫

    科技部計畫

    計畫名稱 起迄日期 補助單位
    應用語音及語言技術於個人化負向情緒之偵測與安撫之研究(三年期)2015 ~ 2018國科會
    銀髮族生活照護代理人關鍵技術與系統之研究與實現－子計畫三:銀髮族人臉表情辨識系統之研究與實現(三年期)2013 ~ 2016國科會
    應用聲音與文字之情感互動於雲端架構之家人關懷－總計畫暨子計畫一:個人化表達性語音合成系統快速建置之研究(三年期)2013 ~ 2016國科會
    應用發音知識源於多樣化語言之語音處理(總計畫)－應用發音知識源於多樣化語言之語音處理(總計畫)2010 ~ 2013國科會
    應用知識源於多樣化語言之語音處理－應用發音知識源於多語言語音合成之研究2010 ~ 2013國科會
    具抗發音變異、不流暢語流之中英雙語自發性語音辨識技術2009 ~ 2012國科會
    情境感知語音及語言處理在照護及教育訓練環境之應用－應用語音轉換於個人化表達性文字轉語音之研究2007 ~ 2010國科會
    情境感知語音及語言處理在照護及教育訓練環境之應用－情境感知語音及語言處理在照護及教育訓練環境之應用(總計畫)2007 ~ 2010國科會
    自動會議記錄轉錄中之語者變換偵測與不流暢音段修正之研究2006 ~ 2009國科會
    聽語障數位學習環境之建置與評量－總計畫(2/2)2006 ~ 2007國科會
    聽語障數位學習環境之建置與評量：手語影像翻譯生成之數位學習系統之研究(2/2)2006 ~ 2007國科會
    口述對話系統中語意分析與不流暢語音模型化之研究(2/2)2005 ~ 2006國科會
    聽語障數位學習環境之建置與評量-總計畫(1/2)2005 ~ 2006國科會
    聽語障數位學習環境之建置與評量-手語影像翻譯生成之數位學習系統之研究(1/2)2005 ~ 2006國科會
    台灣手語文字、影像平行語料庫之設計與建立2005 ~ 2005財團法人工業技術研究院電通所
    應用語音於數位家庭中影像資料之標記及檢索研究2005 ~ 2005財團法人工業技術研究院電通所
    口述對話系統中語意分析與不流暢語音模型化之研究(1/2)2004 ~ 2005國科會
    聽語障數位學習環境之研發、教育訓練與評量--子計畫(一)聽語障手語翻譯及合成教學輔助系統之研究2004 ~ 2005國科會
    聽語障數位學習環境之研發、教育訓練與評量--聽語障數位學習環境之研發、教育訓練與評量(總計畫)2004 ~ 2005國科會
    南區身心障礙者輔具科技研發中心(第四年)─子計畫一：中文語音轉手語真人影合成系統之研發2003 ~ 2004國科會
    中文轉譯台灣手語真人影像手語合成系統之研發2003 ~ 2004國科會
    多模態網際網路多媒體資訊檢索系統(3/3)2003 ~ 2004國科會
    指導學生情況

    指導學生

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      123(碩1)

    指導學生之特殊榮譽

    • 指導學生榮獲中華民國計算語言學會第十九屆博士論文優等獎(黃琨義2019)
    • 指導學生榮獲中華民國計算語言學會第十六屆碩士論文佳作獎(周佳惠、傅翔祺2016)
    • 指導學生榮獲中華民國計算語言學會第十五屆博士論文佳作獎(魏文麗2015)及碩士論文佳作獎(郭育婷2015)
    • 指導大學生榮獲科技部大專生研究創作獎(鍾明芬2015)
    • 指導學生榮獲中華民國影像處理與圖形識別學會第七屆博士論文佳作獎(林仁俊 2014)
    • 指導學生榮獲中華民國計算語言學會第十四屆博士論文優等獎(沈涵平2014)
    • 指導學生榮獲103年度中華民國人工智慧學會最佳博士論文佳作獎(林仁俊 2014)
    • 指導學生榮獲第五屆美律電聲論文獎金質獎(林仁俊2014)
    • 指導學生榮獲中華民國計算語言學會第十三屆碩士論文佳作獎(鄭冠群2013)
    • 指導學生榮獲中華民國計算語言學會第十三屆碩士論文佳作獎(林士倫2013)
    • 指導學生榮獲第二屆美律電聲論文獎銀質獎(梁維彬2012)
    • 指導學生榮獲中華民國計算語言學會第十一屆碩士論文獎佳作獎(申孟修2011)
    • 指導學生榮獲中華民國計算語言學會第十一屆博士論文獎優等獎(梁維彬2011)
    • 指導學生榮獲中華民國計算語言學會碩士論文獎佳作獎(關松堅2009)
    • 指導學生榮獲中華民國計算語言學會博士論文獎佳作獎(禹良治2008)
    • 指導學生榮獲2007影像顯示創意專題實作競賽全國決賽第一名(黃建霖2007)
    • 指導學生榮獲2007台南區影像顯示創意專題實作競賽第二名(黃建霖2007)
    • 指導學生榮獲中華民國計算語言學會碩士論文獎佳作獎(梁仲豪2007)
    • 指導學生榮獲Art Science Championship Award, Application Contest on Image Display, National Education Program on Image Display, Ministry of Education, (黃建霖2006).
    • 指導博士班學生榮獲龍騰知識經濟論文獎資訊科技類優等獎(邱毓賢2004)
    • 指導大學生榮獲國科會大專生研究創作獎(李英達2004)
    • 指導碩士班學生榮獲龍騰知識經濟論文獎資訊科技類優等獎(陳銘軍2003)

    主辦及參與國際會議

    • APSIPA BoG Member (2019~2021)(2019)
    • The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), Local Co-Chair(2017)
    • External Reviewer of Research Grants Council (RGC) of Hong Kong(2017)
    • The 28th Conference on Computational Linguistics and Speech Processing (ROCLING2016), Conference Co-Chair, 2016.(2016)
    • The International Conference on Asian Language Processing (IALP-2016), Conference Chair, 2016(2016)
    • The 26th International Conference on Computational Linguistics (COLING-2016), Area Chair, 2016.(2016)
    • APSIPA Sadaoki Furui Prize Paper Award, Committee Member(2016)
    • International Conference on Orange Technologies (ICOT2016), Invited Speaker, “Expressed mood tracking from daily conversational speech,” Melbourne, Australia, 2016(2016)
    • ISCA Special Interest Group: Chinese Spoken Language Processing (CSLP), Steering Committee Member (2015~2018)(2015)
    • 2015 Speech Signal Processing Workshop, Keynote Speaker, “Interaction Style Recognition in Spoken Conversation Based on Psychological Factors” Taipei, Taiwan, March 2015.(2015)
    • 2014 International Conference on Orange Technologies (ICOT2014), Invited Speaker, “Interaction Style Recognition in Spoken Conversation Based on Psychological Factors” Xi’an, China, September 22, 2(2014)
    • The Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference 2014 (APSIPA ASC 2014), Technical Program Co-Chair, 2014.(2014)
    • Editorial Board Member of APSIPA Newsletter, 2014~(2014)
    • Associate Editor of APSIPA Transactions on Signal and Information Processing, 2014~ (2014)
    • Conference 2013 (APSIPA ASC 2013), General Co-Chair, 2013(2013)
    • The Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and (2013)
    • External Examiner for the PhD Thesis Examination, Institute of Graduate Studies (IGS) University of Malaya, Malaysia, 2013(2013)
    • Associate Editor of Journal of Information Science and Engineering(JISE), 2013~(2013)
    • Editor of The Scientific World Journal- Signal Processing subject area, Hindawi Publishing Corporation, 2013~(2013)
    • Guest Editor of The Scientific World Journal, Hindawi Publishing Corporation, Special issue on “Detection, Measurement, and Enhancement of Happiness.” 2013~2014.(2013)
    • The Asia Pacific Signal and Information Processing Association (APSIPA), Speech, Language and Audio (SLA), Technical Committee Chair, 2013~2014.(2013)
    • The Asia Pacific Signal and Information Processing Association (APSIPA), Distinguished Lecturer, 2013~2014.(2013)
    • 2013 APSIPA Distinguished Lecture, “Emotion Recognition from Facial Expression and Speech.” Northwestern Polytechnical University, Xi'an, China, August 1, 2013.(2013)
    • 2013 APSIPA ASC, Plenary Speaker, “Emotion Recognition from Multi-Modal Information.” Kaohsiung, Taiwan, October 31, 2013(2013)
    • 2013 International Conference on Arts, Culture, New Media, and Entertainment --Workshop 3 (W3): New Media/Multimedia, Web, and Entertainment Technology, Invited Speaker, “Emotion Recognition from Mul(2013)
    • 2014 International Symposium on Chinese Spoken Language Processing (ISCSLP2014), Tutorial Speaker, “Emotion and Mental State Recognition: Features, Models, System Applications and Beyond.” Singapore(2013)
    • 2013 National Conference on Man-Machine Speech Communication, Invited Speaker, “Why Emotional Awareness Matters: Recognizing Emotions from Speech and Text.” Guiyang, China, August 4, 2013.(2013)
    • 2013 Speech Signal Processing Workshop and APSIPA Distinguished Lecture, “Recognition of Emotion in Speech Using Structural and Temporal Information”, National Central University, Chungli, Taiwan, J(2013)
    • 2013 International Conference on Orange Technologies, Tutorial Speaker, “Why Emotional Awareness Matters: Recognizing the Power of Emotions from Facial Expression, Speech and Language.” Tainan, Tai(2013)
    • 2013 IEEE Taipei Section- Summer School on Signal and Information Processing, Invited Speaker, “Speech Processing.” Hsinchu, Taiwan, 2013.(2013)
    • 2012 IEEE International Conference on Circuits and Systems (ISCAS2012), Review Committee Member (2012)(2012)
    • The 50th Annual Meeting of the Association for Computational Linguistics (ACL2012), Area Chair, 2012.(2012)
    • The International Conference on Asian Language Processing (IALP-2012), Program Committee (2012)(2012)
    • 2012 IEEE International Conference on Multimedia and Expo (ICME), Program Committee (2012)(2012)
    • Associate Guest Editor of IEICE Transactions on Information and Systems, 2011(2011)
    • The 5th International Joint Conference on Natural Language Processing (IJCNLP2011) Area Chair (2011)(2011)
    • The International Conference on Asian Language Processing (IALP2011), Program Committee (2011)(2011)
    • The Asia Pacific Signal and Information Processing Association (APSIPA) Annual Summit and (2011)
    • IEEE Tainan Section, Deputy Chair,2011/12~2013/11(2011)
    • 國立成功大學電機資訊科技及人文研發中心主任 (2011/3~2015.7)(2011)
    • Conference 2011 (APSIPA ASC 2011), Program Committee (2011)(2011)
    • Associate Editor of ACM Trans. on Asian Language Information Processing (TALLIP), 2010~(2010)
    • Associate Editor of IEEE Trans. Audio, Speech and Language Processing, 2010.11~2014.11(2010)
    • Associate Editor of IEEE Trans. Affective Computing, 2010~2014(2010)
    • 中華民國計算機語言學會第十一屆理事長(2009.9-2011.9)(200909)
    • 國際電機電子學會中華民國第一分會副理事長(2009.9-2013.8)(200909)
    • 國科會資訊學門二複審委員, (2009~)(2009)
    • Subject Editor on Information Engineering, Journal of the Chinese Institute of Engineers (JCIE, SCI-Indexed), 2009~2014(2009)
    • Guest Editor of ACM Trans. Asian Language Information Processing, 2008(2008)
    • Multimedia Systems and Applications Technical Committee Member, IEEE Circuits and Systems Society (2008~)(2008)
    • Guest Editor of IEEE Trans. Audio, Speech and Language Processing, Special issue on “Voice Transformation” 2008~2009(2008)
    • Guest Editor of EURASIP Journal on Audio, Speech, and Music Processing, Special issue on “Automatic Audio Classification and Retrieval” 2008~2009(2008)
    • 中華民國計算機語言學會第十屆副理事長(2007.9-2009.8)(200709)
    • IEEE TENCON2007 (Region Ten Conference) Technical Program Chair (2007)(2007)
    • IEEE International Conference on Multimedia and Expo (ICME), Program Committee (2007)(2007)
    • International Conference on Affective Computing and Intelligent Systems (ACII2007), Advisory Committee (2007)(2007)
    • 34. External Examiner for Doctorial Thesis, Graduate School of The Chinese University of Hong Kong (2007)(2007)
    • Signal Processing Chapter Chair, IEEE Tainan Section (2007~)(2007)
    • Editorial Advisory Board Member, The Open Artificial Intelligence Journal, Behtham Science Publisher, 2007(2007)
    • 國科會人文處藝術學門複審委員 (2006~)(2006)
    • ISCSLP2006 Organizing Committee and Publicity Chair (2006)(2006)
    • ACII2005 Program Committee (2005) and keynote speech Chair(2005)
    • PACLIC19 Program Cochair (2005) and keynote speech Chair(2005)
    • External Examiner for M.Phil. Thesis, Graduate School of The Chinese University of Hong Kong (2005)(2005)
    • Editor-in-Chief for International Journal of Computational Linguistics and Chinese Language Processing (2004~2008)(2004)
    • Secretary, IEEE Tainan Section (2004~)(2004)
    • 2004 International Workshop on HCI Program Chair(2004)
    • IEEE ICME2004 Program Committee(2004)
    • ISCSLP2004 Program Committee (2004)(2004)
    • Oriental-COCOSDA 2003議程委員(2003)
    • PACLIC 17議程委員(2003)
    • ISCSLP2002議程主席(2002.8)(2002)
    • PCM 2002議程委員(2002)
    • Computer Graphics Workshop議程主席(2002.6)(2002)
    • 第十四屆亞太地區語言資訊與計算研討會 (PACLIC 14)議程委員(2000)
    • 語音信號處理研討會議程主席(89.5)(2000)
    • 第十三屆亞太地區語言資訊與計算研討會(PACLIC13)議程主席--規劃與舉辦會議、論文邀稿、審查(88.2)(1999)
    • 國際計算機會議ICS 議程委員(1998)
    • 一九九四年國際類神經網路研討會議程委員--參與會議規劃、論文審查及主持會議 (83.11)(1994)
    • ROCLINGXVII Program Chair (2005.9)(0000)
    • 北京工業大學學術論壇邀請講習 (2005.10)(0000)
    • 當選國際電機電子學會中華民國第一分會第一屆常務理事(2005.12-2007.11)(0000)