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Huang-Cheng Chou
(David)
周惶振
Affective Computing, Multimodal Emotion Recognition, Multimodal Deception Detection, Subjectivity Modeling, Model Calibration
Huang-Cheng Chou
CONTACT
hc.chou@gapp.nthu.edu.tw
https://www.linkedin.com/in/huangchougchou
https://hcchou.wixsite.com/huangchengchou
ACADEMIC
PUBLICATION
Huang-Cheng Chou is a Ph.d student in Electrical Engineering under supervision of Prof. Chi-Chun (Jeremy) Lee in Behavioral Informatics & Interaction Lab (BIIC Lab) at National Tsing Hua University start from (2014-present).

His research interests are in Affective Computing, Emotion Recognition, Emotion Perception, Deception Detection, and Behavioral Signal Processing, focusing on machine learning for categorical emotional representations considering subjectivity, ambiguity, and uncertainy in human emotion perception. He also has been a vistor schoolar in the Multimodal Signal Processing (MSP) Lab, TX, UTD (2021-2022), and work with Prof. Carlos Busso.  Additionally, he work with professor, Da-Cheng Juan and Yi-Wen Liu.
22 ‧ Aug ‧ 2023
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers
Keywords :
class-balance loss ｜ confidence calibra- tion ｜ speech emotion recognition ｜ multi-label classification
18 ‧ Sep ‧ 2022
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier
Keywords :
Speech emotion recognition ｜ emotion cooccurrence ｜ multi-class classification ｜ multi-label classification
07 ‧ May ‧ 2022
Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition
Keywords :
Multi-label learning ｜ Soft-label learning ｜ Distribution-label learning ｜ Emotion recognition
07 ‧ Aug ‧ 2021
“Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations
Keywords :
deception detection ｜ human judgements ｜ dyadic conversations
16 ‧ Apr ‧ 2021
Automatic Deception Detection using Multiple Speech and Language Communicative Descriptors in Dialogs
Keywords :
Implicature classification ｜ Conversational temporal dynamics ｜ BLSTM with hierarchical attention networks ｜ Automatic deception detection
07 ‧ Dec ‧ 2020
“Your Behavior Makes Me Think It Is a Lie”: Recognizing Perceived Deception using Multimodal Data in Dialog Games
Keywords :
perceived deception detection ｜ human judgements ｜ dyadic conversations ｜ personality traits
25 ‧ Oct ‧ 2020
Learning to Recognize Per-Rater's Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels
Keywords :
rater perception ｜ BLSTM-DNN ｜ soft label learning ｜ Speech Emotion Recognition (SER)
18 ‧ Nov ‧ 2019
Joint learning of conversational temporal dynamics and acoustic features for speech deception detection in dialog games
Keywords :
deception ｜ conversation ｜ BLSTM ｜ attention ｜ speech acoustics
12 ‧ May ‧ 2019
Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification
Keywords :
annotator modeling ｜ BLSTM ｜ speech emotion recognition ｜ soft label learning
23 ‧ Oct ‧ 2017
NNIME: The NTHU-NTUA Chinese interactive multimodal emotion corpus
Keywords :
electrocardiography ｜ emotion recognition ｜ human computer interaction ｜ interactive systems
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Huang-Cheng Chou's CV
Papers & Resources