Yun-Shao Lin (Stanley)
PhD Student, Major in EE
BIIC lab, National Tsing Hua University, Taiwan
Research Keywords
Multi-party Interaction Modeling, Behavioral Signal Processing, Machine Learning
EDUCATION
Feb 2018 - Present
Ph.D. student
National Tsing Hua University(NTHU)
Behavioral Informatics & Interaction Computation Lab (BIIC)
Ph.D. student in Electrical Engineering
Supervised by Prof. Chi-Chun (Jeremy) Lee
Sep 2016 - Feb 2018
Graduate student
National Tsing Hua University(NTHU)
Behavioral Informatics & Interaction Computation Lab (BIIC)
Graduate student in Electrical Engineering
Supervised by Prof. Chi-Chun (Jeremy) Lee
GPA: 4.23/4.3
May 2012 - Sep 2016
Bachelor's degree
National Tsing Hua University(NTHU)
B.S. in Electrical Engineering
GPA: 3.53/4.3
Awards / Honors
Awards/Honors
2019 - Merry Electronics - Merry Electroacoustic Thesis Award
2018 - Yajie Miao Memorial Student Travel Grants
2018 - Interspeech Student Best Paper Award Candidate
2018 - National Tsing Hua University – President’s Scholarship
2017 - NOVATEK - Master Scholarship
2017 - FUJI XEROX - Academic Research Awards
2017 - Appier – Top Research Awards for Artificial Intelligence and Information Technology
2015 - National Tsing Hua University - Exchange Scholarship to Mainland China
Publications
[1] Yun-Shao Lin*, Chi-Chun Lee, “Predicting Performance Outcome with a Conversational Graph Convolutional Network for Small Group Interactions", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 - Accepted
[2] Sung-Lin Yeh, Yun-Shao Lin* and Chi-Chun Lee, "A Dialogical Emotion Decoder For Speech Emotion Recognition in Spoken Dialog", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 - Accepted
[3] Yun-Shao Lin*, Susan Shur-Fen Gau and Chi-Chun Lee, "A Multimodal Interlocutor-Modulated Attentional BLSTM for Classifying Autism Subgroups during Clinical Interviews", in IEEE Journal of Selected Topics in Signal Processing (JSTSP) - Accepted
[4] Huan-Yu Chen, Yun-Shao Lin* and Chi-Chun Lee, "Through the Eyes of Viewers: A Comment-Enhanced Media Content Representation for TED Talks Impression Recognition", in proceedings of APSIPA 2019
[5] Gao-Yi Chao, Yun-Shao Lin*, Chun-Min Chang, Chi-Chun Lee, "Enforcing Semantic Consistency for Cross Corpus Valence Regression from Speech using Adversarial Discrepancy Learning" in Proceedings of the International Speech Communication Association (Interspeech), 2019
[6] Shun-Chang Zhong, Yun-Shao Lin*, Chun-Min Chang, Yi-Ching Liu and Chi-Chun Lee, "Predicting Group Performances using a Personality Composite-Network Architecture during Collaborative Task", in Proceedings of the International Speech Communication Association (Interspeech), 2019
[7] Sung-Lin Yeh, Yun-Shao Lin*, Chi-Chun Lee, "An Interaction-Aware Attention Network for Speech Emotion Recognition in Dialogs", in Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
[8] Yun-Shao Lin*, Chi-Chun Lee, "Using Interlocutor-Modulated Attention BLSTM to Predict Personality Traits in Small Group Interactions", in Proceedings of ACM International Conference on Multimodal Interaction (ICMI), 2018
[9] Yun-Shao Lin*, Susan Shur-Fen Gau, Chi-Chun Lee, "An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder" in Proceedings of the International Speech Communication Association (Interspeech), 2018
[10] Wei-Hao Chang, Jeng-Lin Li, Yun-Shao Lin*, Chi-Chun Lee,"A Genre-Affect Relationship Network with Task-Specific Uncertainty Weighting for Recognizing Induced Emotion in Music" in Proceedings of the IEEE International Conference on Multimedia & Expo (ICME), 2018
[11] Yun-Shao Lin*, Chi-Chun Lee, "Deriving Dyad-Level Interaction Representation using Interlocutors Structural and Expressive Multimodal Behavior Features" in Proceedings of the International Speech Communication Association (Interspeech), pp. 2366-2370, 2017
Group Monitor System
Experience
Mar 2019- Present
R&D
R&D
cooperate with E.SUN BANK
AST & TTS project
Apr 2018 – Feb 2019
R&D
R&D
cooperate with beBit, Inc.
Online User Behavior Analysis and Prediction
Sep 2018 – Jan 2019
Teaching Assistant
Teaching Assistant
National Tsing Hua University (NTHU)
Course: Speech Signal Processing
Mar 2018
Lecturer
Lecturer
Institute for Information Industry (III)
Topic: Artificial Intelligence on Medical Diagnostic Analysis and Application
Mar 2018 - Jun 2018
Teaching Assistant
Teaching Assistant
National Tsing Hua University (NTHU)
Course: Probability
Aug 2017 – Present
R&D
R&D
cooperate with HyXen Technology Co., Ltd.
User Behavior Analysis on Mobile Device for Advertisement
Skills
Programming
Python
C/C++
Matlab
Shell
Kaldi
Language
Mandarin Chinese (native)
English (proficient)
* TOEFL: 92
* TOEIC: 875
French (intermediate)
* DELF A2