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Jen-Chun Lin received the Ph.D. degree in computer science and information engineering from National Cheng Kung University, Tainan, Taiwan, R.O.C., in 2014. Currently, he is a postdoctoral fellow of the Institute of Information Science, Academia Sinica, Taiwan. His research interests include multimedia signal processing, pattern analysis and recognition, machine learning, deep learning, and affective computing. He received the Gold Award from Merry Electroacoustic Thesis Award in 2014; the Excellent PhD Dissertation Award from Chinese Image Processing and Pattern Recognition Society in 2014; the Excellent PhD Dissertation Award from Taiwanese Association for Artificial Intelligence (TAAI) in 2014; the Most Interesting Paper Award from Affective Social Multimedia Computing (ASMMC) Workshop in 2015; and the Best Paper Award from Taiwan Academic Network (TANET) Conference in 2016. The illustration in his TASLP 2014 paper has been chosen to highlight the cover of the journal. He is a member of IEEE.



Publications

Journal Paper:

Wen-Li Wei, Jen-Chun LinChung-Hsien WuInteraction Style Recognition Based on Multi-layer Multi-view Profile Representation. IEEE Transactions on Affective Computing, 8(3): 355-368 (2017)

Chung-Hsien WuJen-Chun Lin, Wen-Li Wei: Survey on Audiovisual Emotion Recognition: Databases, Features, and Data Fusion Strategies. APSIPA Transactions on Signal and Information Processing, 3(12): 1-18, (2014)  [invited paper]

Wen-Li Wei, Chung-Hsien WuJen-Chun Lin, Han Li: Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation. IEEE Transactions on Audio, Speech and Language Processing, 22(3): 659-671, (2014) (on the cover of the March/April IEEE Trans. Audio, Speech and Language Processing, selected by Editor-in-Chief Li Deng[Website]  http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6777757

Chung-Hsien WuJen-Chun Lin, Wen-Li Wei: Two-Level Hierarchical Alignment for Semi-Coupled HMM-Based Audiovisual Emotion Recognition with Temporal Course. IEEE Transactions on Multimedia 15(8): 1880-1895 (2013)

Chung-Hsien WuWen-Li Wei, Jen-Chun Lin, Wei-Yu Lee: Speaking Effect Removal on Emotion Recognition from Facial Expressions Based on Eigenface Conversion. IEEE Transactions on Multimedia 15(8): 1732-1744 (2013)

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Error Weighted Semi-Coupled Hidden Markov Model for Audio-Visual Emotion Recognition. IEEE Transactions on Multimedia 14(1): 142-156 (2012)

International Conference Paper:

Jen-Chun Lin, Wen-Li Wei, James Yang, Hsin-Min Wang, and Hong-Yuan Mark Liao: Automatic Music Video Generation Based on Simultaneous Soundtrack Recommendation and Video Editing.  ACM Multimedia (MM), 2017 (Full Research Paper with ORAL PRESENTATION, ~7.5% (50/675) acceptance rate) [Website] https://sites.google.com/site/automvgeneration/home

Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, and Hong-Yuan Mark Liao: Deep-Net Fusion to Classify Shots in Concert Videos. ICASSP, NEW ORLEANS, USA, 2017 (ORAL PRESENTATION[DEMO Website] https://sites.google.com/site/ewdeepccm2/demo

Jen-Chun Lin, Wen-Li Wei, Hsin-Min WangAutomatic Music Video Generation Based on Emotion-Oriented Pseudo Song Prediction and Matching. ACM Multimedia (MM), 2016 (SHORT PAPER, acceptance rate = 30%) [DEMO Website] https://sites.google.com/site/pseudosongpredictionmatching/

Jen-Chun Lin, Wen-Li Wei, Hsin-Min WangDEMV-matchmaker: Emotional Temporal Course Representation and Deep Similarity Matching for Automatic Music Video Generation. ICASSP, Shanghai, China, 2016 [DEMO Website] https://sites.google.com/site/demvmatchmakermosresult/

Jen-Cheng Hou, Syu-Siang Wang, Ying-Hui Lai, Jen-Chun Lin, Yu Tsao, Hsiu-Wen Chang, and Hsin-Min Wang: Audio-Visual Speech Enhancement using Deep Neural Networks. APSIPA, JEJU, KOREA, 2016

Jen-Chun Lin, Wen-Li Wei, Hsin-Min WangEMV-matchmaker: Emotional Temporal Course Modeling and Matching for Automatic Music Video Generation. ACM Multimedia (MM), Brisbane, Australia, 2015 (SHORT PAPER, acceptance rate = 35.2% (136/386)) [DEMO Website] https://sites.google.com/site/emvmatchmaker/home?pli=1

Chung-Hsien WuJen-Chun Lin, Wei-Bin Liang, Kuan-Chun Cheng: Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition. The Affective Social Multimedia Computing (ASMMC) --An ACII Workshop, China, 2015 (is awarded with "Most Interesting Paper")

Jen-Chun Lin, Wen-Li Wei, Chung-Hsien Wu, Hsin-Min WangEmotion Recognition of Conversational Affective Speech Using Temporal Course Modeling-Based Error Weighted Cross-Correlation Model. APSIPA, Siem ReapCambodia, 2014

Chung-Hsien WuJen-Chun Lin, Wen-Li Wei: Action Unit Reconstruction of Occluded Facial Expression. ICOT, China, 2014

Chung-Hsien WuJen-Chun Lin, Wen-Li Wei, Kuan-Chun Cheng: Emotion Recognition from Multi-Modal Information. APSIPA, Taiwan, 2013

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Emotion Recognition of Conversational Affective Speech Using Temporal Course Modeling. Interspeech, Lyon, France, 2013

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Facial Action Unit Prediction under Partial Occlusion Based on Error Weighted Cross-Correlation Model. ICASSP, Vancouver, Canada, 2013

Wen-Li Wei, Chung-Hsien Wu, Jen-Chun LinHan Li: Interaction Style Detection Based on Fused Cross-Correlation Model in Spoken Conversation. ICASSP, Vancouver, Canada, 2013

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: A Probabilistic Fusion Strategy for Audiovisual Emotion Recognition of Sparse and Noisy Data. ICOT, Taiwan, 2013

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei: Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy for Audio-Visual Emotion Recognition. ACII (1), Memphis, USA, 2011: 185-194

Wen-Li Wei, Chung-Hsien Wu, Jen-Chun Lin: A Regression Approach to Affective Rating of Chinese Words from ANEW. ACII (2), Memphis, USA, 2011: 121-131

Jen-Chun Lin, Chung-Hsien Wu, Wen-Li Wei, Chia-Jui Liu: Audio-Visual Emotion Recognition Using Semi-Coupled HMM and Error-Weighted Classifier Combination. APSIPA, Singapore, 2010

Chih-Shan Liu, Jen-Chun Lin, Nai-Chung Yang, Chung-Ming Kuo: Motion Vector Re-estimation for Trans-coding Using Kalman Filter. IIH-MSP, Taiwan, 2007: 592-595

Domestic Conference Paper:

魏文麗, 林仁俊, 劉庭祿, 田筱榮, 廖弘源: 基於尺度不變特徵轉換之演唱會音訊校準. 台灣網際網路研討會TANET, Taiwan, 2016 (Best Paper Award)

朱家德, 林仁俊, 魏文麗, 吳宗憲: 線性融合語音與手勢辨識作為電子寵物互動遊戲之應用. 台灣網際網路研討會TANET, Taiwan, 2010

林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 基於強健性特徵擷取之動態手勢辨識. 全國計算機會議NCS, Taiwan, 2009

林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 以卡曼濾波器為基礎之動態手勢特徵重估測技術. 資訊技術應用及管理研討會ITAMC, Taiwan, 2009

林仁俊, 魏文麗, 吳宗憲, 林瑞堂, 朱家德, 許進順: 結合運動估測及膚色偵測之動態手勢偵測技術. 數位生活科技研討會-人本智慧生活科技DLT, Taiwan, 2009

Book Chapter:

Chung-Hsien Wu, Jen-Chun Lin, Wen-Li Wei: Audio-Visual Emotion Recognition Using Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy. Advances in Emotion Recognition, ISBN 978-1-118-13066-7 - John Wiley & Sons., December 2014.

Technical Report:

Chung-Hsien WuJen-Chun Lin, Wen-Li Wei: An Insight into Dynamic Aspects of Speech Emotional Expression. Newsletter, APSIPA, 2014

Patent:

C.-H. Wu, J.-C. Lin, W.-L. Wei, C.-T. Chu, R.-T. Lin, and C.-S. Hsu, “Behavior recognition system and method by combining image and speech,” Japan patent 4971413 (2012/4/13).

C.-H. Wu, J.-C. Lin, W.-L. Wei, C.-T. Chu, R.-T. Lin, and C.-S. Hsu, “Behavior recognition system and method by combining image and speech,” United States patent 8487867 (2013/7/16) .

C.-H. Wu, J.-C. Lin, W. -L. Wei, C. -T. Chu, R. -T. Lin, and C.-S. Hsu, “結合影音之行為辨識系統、辨識方法及其電腦程式產品,” Taiwan patent, I423144, Jan 11, 2014.

Honors and Awards:

Outstanding Postdoctoral Fellow International Conference Travel Grant, provided by the Foundation for the Advancement of Outstanding Scholarship (傑出人才發展基金會 2017)---ACM Multimedia

魏文麗, 林仁俊, 劉庭祿, 田筱榮, 廖弘源: 基於尺度不變特徵轉換之演唱會音訊校準. is awarded with "Best Paper" 台灣網際網路研討會TANET, Taiwan, 2016.

Outstanding Postdoctoral Fellow International Conference Travel Grant, provided by the Foundation for the Advancement of Outstanding Scholarship (傑出人才發展基金會 2016)---ACM Multimedia

Researcher travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2016)---ICASSP

"Hierarchical Modeling of Temporal Course in Emotional Expression for Speech Emotion Recognition" is awarded with "Most Interesting Paper" in ASMMC (2015)

Researcher travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2015)---ACM Multimedia

Gold Award, Merry Electroacoustic Thesis Award, Taichung, Taiwan (2014)---美律電聲論文獎 金質獎

Excellent PhD Dissertation Award, IPPR (2014) 

Excellent PhD Dissertation Award, TAAI (2014) 

"Exploiting Psychological Factors for Interaction Style Recognition in Spoken Conversation" on the cover of the March/April IEEE Trans. Audio, Speech and Language Processing (2014), selected by Editor-in-Chief Li Deng

Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2013)---ICASSP

Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2011)---ACII

Student travel grant, supported by Ministry of Science and Technology (科技部), Executive Yuan, Taiwan, (2010)---APSIPA

Invited Talks:

Multimedia Content Analysis with Deep Learning, National Taiwan University of Science and Technology, Department of Computer Science and Information Engineering (2017/11)

結合手勢與語音之多模態互動式電子寵物, Workshop of Affective Computing for Interactive Game, 國立嘉義大學

Referee for Journal:

Reviewer, Journal of Computer Vision and Image Understanding, 2014~

Reviewer, Journal of the Chinese Institute of Engineers, 2014~

Reviewer, IEEE Transactions on Systems, Man and Cybernetics: Systems, 2015~

Reviewer, IEEE Transactions on Multimedia, 2016~

Reviewer, IEEE Transactions on Audio, Speech and Language Processing, 2016~

Reviewer, Journal of  Image and Vision Computing, 2016~

Reviewer, Journal of  Displays, 2016~

Reviewer, Journal of Visual Communication and Image Representation, 2017~

Referee for Conference:

Reviewer, APSIPA, 2014.

Reviewer, ACII, 2015.

Technical Program Committee (TPC), ICOT, 2015.

Technical Program Committee (TPC), Interspeech, 2016.

Reviewer, APSIPA, 2016.

Reviewer, ICOT, 2016.

Reviewer, ICASSP, 2017.

Reviewer, Interspeech, 2017.

Reviewer, ICASSP, 2018.

Research Projects:

人類行為動作辨識. 財團法人資訊工業策進會&財團法人成大研究發展基金會 98.03.01~98.12.31

具錯誤感知及互動風格之智慧型對話機制 國科會 101.08.01~104.07.31

滿足獨居老人情緒需求的對話式多媒體互動系統設計-感心話家常 國科會 101.11.01~102.05.31

應用聲音與文字之情感互動於雲端架構之家人關懷-子計畫二:情境感知與個人化音樂推薦, 國科會 102.08.01~105.07.31

表示法學習及其在語音與音樂處理之應用, 科技部 105.08.01~108.07.31

Contact Information:

Email: jenchunlin@gmail.com

Motto:

莫忘初衷