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Hi, I'm Stanley

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Yun-Shao Lin (Stanley)

PhD Student, Major in EE
BIIC lab, National Tsing Hua University, Taiwan
Email

astanley18074@gmail.com

 

Research Keywords

Multi-party Interaction Modeling, Behavioral Signal Processing, Machine Learning

Education
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

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
Publicatin

[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
Project
Experience 
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
Skills

Programming

Python

C/C++

Matlab

Shell

Kaldi

Language

Mandarin Chinese (native)

English (proficient)

    * TOEFL: 92

    * TOEIC: 875

French (intermediate)

    * DELF A2 

CONTACT
CONTACT ME
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