• Hi!
    It's Winnie

  • I am
    a Researcher

About Me

Hi I'm Woan-Shiuan (Winnie) Chien. A third-year Ph.D. student in Behavioral Informatics & Interaction Lab (BIIC Lab) at National Tsing Hua University, interesting in Group Interaction Behavior, Affective Multimedia, and Analysis area, especially for behavioral signal processing.

My researches focus on the human-centered behavioral studies using physiology. We believe that there are latent patterns exist in natural human expression and dedicate to discover how human beings express their feelings/emotions and behaviors.

Group Interaction Behavior

Pending...

Affective Multimedia

Pending...

Application

Pending...

Python

90%

Deep Learning (Pytorch, Tensorflow)

85%

Linux

88%

Searching...

80%

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75%

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70%
Experience

WORKING EXPERIENCES

Nuvoton Technology Corporation (Nuvoton Crop.) 2017.10 - 2019.09

Microcontroller System Application Engineer

  • Mini-PCIe Expansion Adapter Boards (NB-IoT, LTE, LoRa Gateway)
  • Key Word Spotting (Speech Recognition) featuring the NuMicro M480 series microcontroller
  • Digital Image Recognition System featuring the NuMicro M480 series microcontroller
  • OLED Display with GIF Format Decode featuring the NuMicro M480 series microcontroller
  • COOPERATED PROJECTS

    Institute for Information Industry (III) 2020.05 - 2020.11

  • Develop a computer vision-based video retrieval system speeding up the fakenews screening process.
  • The system would be deployed by two NGO fakenews checkers Taiwan FactCheck Center and MyGoPen.
  • Teaching

    National Tsing Hua University

    Teatching Assistant

  • EE 3700 Introduction to Machine Learning (2022)
  • EE 3660 Introduction to Digital Signal Processing (2022)
  • EE 3900 Special Topic on Implementation (2021, 2022, 2023)
  • EECS 3010 Industry Internship (2021, 2022, 2023)
  • EE 3662 Digital Signal Processing Laboratory (2020)
  • National Chung Cheng University

    Teatching Assistant

  • EE 4156114 Biomedical Signal Processing (2017)
  • EE 4151004 Introduction to Computers (2016)
  • EE 4153013 Digital Signal Processing Laboratory (2016)
  • EE 4153213 Introduction to Digital Signal Processing (2016)
  • Publication

    M.S Thesis

      "Back-propagation and Convolutional Neural Networks for Arrhythmia Electrocardiogram Classification" , National Chung Cheng University, July 2017.
      以倒傳遞及卷積神經網路辨識心律不整心電圖之研究, 中正大學電機系, 2017年7月

    International Conference

    1. Balancing Speaker-Rater Fairness for Gender-Neutral Speech Emotion Recognition
      Woan-Shiuan Chien, Shreya G. Upadhyay and Chi-Chun Lee
      ICASSP In Proceeding of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’24), Seoul, Korea, April 14-19, 2024.
    2. In-the-wild Physiological-based Stress Detection Using Federated Strategy
      Po-Chen Lin, Jeng-Lin Li, Woan-Shiuan Chien and Chi-Chun Lee
      ICASSP In Proceeding of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’24), Seoul, Korea, April 14-19, 2024.
    3. An Intelligent Infrastructure Toward Large Scale Naturalistic Affective Speech Corpora Collection
      Shreya G. Upadhyay, Woan-Shiuan Chien, Bo-Hao Su, Lucas Goncalves, Ya-Tse Wu, Ali N. Salman, Carlos Busso and Chi-Chun Lee
      ACII In Proceeding of the 11th International Conference on Affective Computing & Intelligent Interaction (ACII’23), MIT, MA, USA, September 15-18, 2023.
    4. Achieving Fair Speech Emotion Recognition via Perceptual Fairness
      Woan-Shiuan Chien and Chi-Chun Lee
      ICASSP In Proceeding of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’23), Rhodes Island, Greece, June 4-10, 2023.
    5. Phonetic Anchor-Based Transfer Learning To Facilitate Unsupervised Cross-Lingual Speech Emotion Recognition
      Shreya G. Upadhyay, Luz Martinez-Lucas, Bo-Hao Su, Wei-Cheng Lin, Woan-Shiuan Chien, Ya-Tse Wu, William Katz, Carlos Busso and Chi-Chun Lee
      ICASSP In Proceeding of the 48th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’23), Rhodes Island, Greece, June 4-10, 2023.
    6. Monologue versus Conversation: Differences in Emotion Perception and Acoustic Expressivity
      Woan-Shiuan Chien, Shreya G. Upadhyay, Wei-Cheng Lin, Ya-Tse Wu, Bo-Hao Su, Carlos Busso and Chi-Chun Lee
      ACII In Proceeding of the 10th International Conference on Affective Computing & Intelligent Interaction (ACII’22), Hybrid Event / Nara, Japan, October 18-21, 2022.
    7. Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation
      Woan-Shiuan Chien, Huang-Cheng Chou and Chi-Chun Lee
      ICMI In Companion Publication of the 23rd ACM International Conference on Multimodal Interaction (ICMI’21), Hybrid Event / Montreal, Canada, October 18-22, 2021.
    8. Belongingness and Satisfaction Recognition from Physiological Synchrony with A Group-Modulated Attentive BLSTM under Small-group Conversation
      Woan-Shiuan Chien, Huang-Cheng Chou and Chi-Chun Lee
      ICMI In Companion Publication of the 23rd ACM International Conference on Multimodal Interaction (ICMI’21), Hybrid Event / Montreal, Canada, October 18-22, 2021.
    9. “Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor’s Judgements in Conversations
      Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan and Chi-Chun Lee
      ACL In Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP’21), Virtual Event / Bangkok, Thailand, August 1-6, 2021.
    10. Cross Corpus Physiological-based Emotion Recognition Using a Learnable Visual Semantic Graph Convolutional Network
      Woan-Shiuan Chien, Hao-ChunYang and Chi-Chun Lee
      ACMMM In Proceedings of the 25th ACM International Conference on Multimedia (MM’20), Virtual Event / Seattle, USA, October 12-16, 2020.
    11. Identification of Myocardial Ischemic and Infarction Episodes Based on ST Level and Beat Type Re-attribution Method
      Woan-Shiuan Chien and Sung-Nien Yu
      ICBIP In Proceedings of the 2nd International Conference on Biomedical Signal and Image Processing (ICBIP’17), Kitakyushu, Japan, August 23-25, 2017.