Huang-Cheng Chou

43 papers A 7B 1C 3Misc 4Journal 16Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
TaigiSpeech: A Low-Resource Real-World Speech Intent Dataset and Preliminary Results with Scalable Data Mining In-the-Wild.
CoRR
Kai-Wei Chang, Yi-Cheng Lin, Huang-Cheng Chou, Wenze Ren, Yu-Han Huang, Yun-Shao Tsai, Chien-Cheng Chen, Yu Tsao, Yuan-Fu Liao, Shrikanth Narayanan, James R. Glass, Hung-yi Lee
2026 J jnl
The Binding Effect: Analyzing How Multi-Dimensional Cues Form Gender Bias in Instruction TTS.
CoRR
Kuan-Yu Chen, Yi-Cheng Lin, Po-Chung Hsieh, Huang-Cheng Chou, Chih-Fan Hsu, Jeng-Lin Li, Hung-yi Lee, Jian-Jiun Ding
2026 J jnl
VoxEmo: Benchmarking Speech Emotion Recognition with Speech LLMs.
CoRR
Hezhao Zhang, Huang-Cheng Chou, Shrikanth Narayanan, Thomas Hain
2025 J jnl
AV-EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Omni-modal LLMS with Audio-visual Cues.
CoRR
Krish Patel, Dingkun Zhou, Ajay Kankipati, Akshaj Gupta, Zeyi Austin Li, Mohul Shukla, Vibhor Narang, Sara Kofman, Zongli Ye, Grace Wang, Xiaoyu Shi, Tingle Li, Guan-Ting Lin, Kan Jen Cheng, Huang-Cheng Chou, Jiachen Lian, Gopala Anumanchipalli
2025 C conf
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition.
ASRU
Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 J jnl
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition.
CoRR
Yun-Shao Tsai, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 J jnl
DeSTA2.5-Audio: Toward General-Purpose Large Audio Language Model with Self-Generated Cross-Modal Alignment.
CoRR
Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, Chao-Han Huck Yang, Sung-Feng Huang, Chih-Kai Yang, Chee-En Yu, Chun-Wei Chen, Wei-Chih Chen, Chien-yu Huang, Yi-Cheng Lin, Yu-Xiang Lin, Chi-An Fu, Chun-Yi Kuan, Wenze Ren, Xuanjun Chen, Wei-Ping Huang, En-Pei Hu, Tzu-Quan Lin, Yuan-Kuei Wu, Kuan-Po Huang, Hsiao-Ying Huang, Huang-Cheng Chou, Kai-Wei Chang, Cheng-Han Chiang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee
2025 C conf
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition.
ASRU
Yi-Cheng Lin, Huang-Cheng Chou, Yu-Hsuan Li Liang, Hung-yi Lee
2025 J jnl
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition.
CoRR
Yi-Cheng Lin, Huang-Cheng Chou, Yu-Hsuan Li Liang, Hung-yi Lee
2025 C conf
EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Spoken Dialogue Systems.
ASRU
Jingwen Liu, Kan Jen Cheng, Jiachen Lian, Akshay Anand, Rishi Jain, Faith Qiao, Robin Netzorg, Huang-Cheng Chou, Tingle Li, Guan-Ting Lin, Gopala Anumanchipalli
2025 J jnl
EMO-Reasoning: Benchmarking Emotional Reasoning Capabilities in Spoken Dialogue Systems.
CoRR
Jingwen Liu, Kan Jen Cheng, Jiachen Lian, Akshay Anand, Rishi Jain, Faith Qiao, Robin Netzorg, Huang-Cheng Chou, Tingle Li, Guan-Ting Lin, Gopala Anumanchipalli
2025 Misc conf
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection.
ICASSP
Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 A conf
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning.
INTERSPEECH
Shi-Xin Fang, Liang-Yeh Shen, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 J jnl
Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning.
CoRR
Liang-Yeh Shen, Shi-Xin Fang, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 J jnl
Minority Views Matter: Evaluating Speech Emotion Classifiers With Human Subjective Annotations by an All-Inclusive Aggregation Rule.
IEEE Trans. Affect. Comput.
Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Ali N. Salman, Chi-Chun Lee, Carlos Busso
2025 A conf
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach.
INTERSPEECH
Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 J jnl
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach.
CoRR
Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2025 Misc conf
Stimulus Modality Matters: Impact of Perceptual Evaluations from Different Modalities on Speech Emotion Recognition System Performance.
ICASSP
Huang-Cheng Chou, Haibin Wu, Chi-Chun Lee
2025 J jnl
The MSP-Podcast Corpus.
CoRR
Carlos Busso, Reza Lotfian, Kusha Sridhar, Ali N. Salman, Wei-Cheng Lin, Lucas Goncalves, Srinivas Parthasarathy, Abinay Reddy Naini, Seong-Gyun Leem, Luz Martinez-Lucas, Huang-Cheng Chou, Pravin Mote
2024 — conf
A Tiny Whisper-SER: Unifying Automatic Speech Recognition and Multi-label Speech Emotion Recognition Tasks.
APSIPA
Huang-Cheng Chou
2024 — conf
EMO-Codec: An In-Depth Look at Emotion Preservation Capacity of Legacy and Neural Codec Models with Subjective and Objective Evaluations.
APSIPA
Wenze Ren, Yi-Cheng Lin, Huang-Cheng Chou, Haibin Wu, Yi-Chiao Wu, Chi-Chun Lee, Hung-yi Lee, Hsin-Min Wang, Yu Tsao
2024 J jnl
EMO-Codec: An In-Depth Look at Emotion Preservation capacity of Legacy and Neural Codec Models With Subjective and Objective Evaluations.
CoRR
Wenze Ren, Yi-Cheng Lin, Huang-Cheng Chou, Haibin Wu, Yi-Chiao Wu, Chi-Chun Lee, Hung-yi Lee, Yu Tsao
2024 J jnl
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition.
CoRR
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 — conf
Embracing Ambiguity And Subjectivity Using The All-Inclusive Aggregation Rule For Evaluating Multi-Label Speech Emotion Recognition Systems.
SLT
Huang-Cheng Chou, Haibin Wu, Lucas Goncalves, Seong-Gyun Leem, Ali N. Salman, Carlos Busso, Hung-yi Lee, Chi-Chun Lee
2024 A conf
Emo-bias: A Large Scale Evaluation of Social Bias on Speech Emotion Recognition.
INTERSPEECH
Yi-Cheng Lin, Haibin Wu, Huang-Cheng Chou, Chi-Chun Lee, Hung-yi Lee
2024 — conf
Empower Typed Descriptions by Large Language Models for Speech Emotion Recognition.
APSIPA
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 J jnl
Improving Speech Emotion Recognition in Under-Resourced Languages via Speech-to-Speech Translation with Bootstrapping Data Selection.
CoRR
Hsi-Che Lin, Yi-Cheng Lin, Huang-Cheng Chou, Hung-yi Lee
2024 — conf
Open-Emotion: A Reproducible EMO-Superb For Speech Emotion Recognition Systems.
SLT
Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, Hung-yi Lee
2024 J jnl
Stimulus Modality Matters: Impact of Perceptual Evaluations from Different Modalities on Speech Emotion Recognition System Performance.
CoRR
Huang-Cheng Chou, Haibin Wu, Chi-Chun Lee
2023 A conf
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers.
INTERSPEECH
Huang-Cheng Chou, Lucas Goncalves, Seong-Gyun Leem, Chi-Chun Lee, Carlos Busso
2022 — conf
Do Minority Views in Perceptual Evaluations Affect Confidence of Speech Emotion Classifiers?
ACIIW
Huang-Cheng Chou
2022 Misc conf
Exploiting Annotators' Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition.
ICASSP
Huang-Cheng Chou, Wei-Cheng Lin, Chi-Chun Lee, Carlos Busso
2022 A conf
Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier.
INTERSPEECH
Huang-Cheng Chou, Chi-Chun Lee, Carlos Busso
2021 — conf
"Does it Matter When I Think You Are Lying?" Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations.
ACL/IJCNLP (Findings)
Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan, Chi-Chun Lee
2021 — conf
Belongingness and Satisfaction Recognition from Physiological Synchrony with A Group-Modulated Attentive BLSTM under Small-group Conversation.
ICMI Companion
Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee
2021 — conf
Self-assessed Emotion Classification from Acoustic and Physiological Features within Small-group Conversation.
ICMI Companion
Woan-Shiuan Chien, Huang-Cheng Chou, Chi-Chun Lee
2020 — conf
"Your Behavior Makes Me Think It Is a Lie": Recognizing Perceived Deception using Multimodal Data in Dialog Games.
APSIPA
Huang-Cheng Chou, Chi-Chun Lee
2020 A conf
Learning to Recognize Per-Rater's Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels.
INTERSPEECH
Huang-Cheng Chou, Chi-Chun Lee
2019 A conf
Acoustic Indicators of Deception in Mandarin Daily Conversations Recorded from an Interactive Game.
INTERSPEECH
Chih-Hsiang Huang, Huang-Cheng Chou, Yi-Tong Wu, Chi-Chun Lee, Yi-Wen Liu
2019 Misc conf
Every Rating Matters: Joint Learning of Subjective Labels and Individual Annotators for Speech Emotion Classification.
ICASSP
Huang-Cheng Chou, Chi-Chun Lee
2019 — conf
Joint Learning of Conversational Temporal Dynamics and Acoustic Features for Speech Deception Detection in Dialog Games.
APSIPA
Huang-Cheng Chou, Yi-Wen Liu, Chi-Chun Lee
2017 — conf
Amplifying a Sense of Emotion toward Drama-Long Short-Term Memory Recurrent Neural Network for dynamic emotion recognition.
ROCLING
Huang-Cheng Chou, Chun-Min Chang, Yu-Shuo Liu, Shiuan-Kai Kao, Chi-Chun Lee
2017 B conf
NNIME: The NTHU-NTUA Chinese interactive multimodal emotion corpus.
ACII
Huang-Cheng Chou, Wei-Cheng Lin, Lien-Chiang Chang, Chyi-Chang Li, Hsi-Pin Ma, Chi-Chun Lee