Yi Chang

22 papers A 2Misc 2Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A conf
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation.
INTERSPEECH
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
2025 J jnl
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition.
IEEE Trans. Affect. Comput.
Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
2024 J jnl
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era.
IEEE Comput. Intell. Mag.
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
2024 J jnl
Fed-MStacking: Heterogeneous Federated Learning With Stacking Misaligned Labels for Abnormal Heart Sound Detection.
IEEE J. Biomed. Health Informatics
Wanyong Qiu, Yifan Feng, Yuying Li, Yi Chang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024 J jnl
Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework.
IEEE Trans. Biomed. Eng.
Wanyong Qiu, Chen Quan, Lixian Zhu, Yongzi Yu, Zhihua Wang, Yu Ma, Mengkai Sun, Yi Chang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
2024 J jnl
STAA-Net: A Sparse and Transferable Adversarial Attack for Speech Emotion Recognition.
CoRR
Yi Chang, Zhao Ren, Zixing Zhang, Xin Jing, Kun Qian, Xi Shao, Bin Hu, Tanja Schultz, Björn W. Schuller
2024 J jnl
Speech Emotion Recognition under Resource Constraints with Data Distillation.
CoRR
Yi Chang, Zhao Ren, Zhonghao Zhao, Thanh Tam Nguyen, Kun Qian, Tanja Schultz, Björn W. Schuller
2023 J jnl
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era.
CoRR
Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller
2023 Misc conf
Fast Yet Effective Speech Emotion Recognition with Self-Distillation.
ICASSP
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
2023 Misc conf
Knowledge Transfer for on-Device Speech Emotion Recognition With Neural Structured Learning.
ICASSP
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
2023 J jnl
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech.
CoRR
Xin Jing, Yi Chang, Zijiang Yang, Jiangjian Xie, Andreas Triantafyllopoulos, Björn W. Schuller
2022 — conf
A Federated Learning Paradigm for Heart Sound Classification.
EMBC
Wanyong Qiu, Kun Qian, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2022 — conf
CNN-Based Heart Sound Classification with an Imbalance-Compensating Weighted Loss Function.
EMBC
Zishen Li, Yi Chang, Björn W. Schuller
2022 J jnl
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.
CoRR
Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos, Florian B. Pokorny
2022 A conf
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis.
INTERSPEECH
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
2022 J jnl
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis.
CoRR
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Wolfgang Nejdl, Björn W. Schuller
2022 J jnl
Fast Yet Effective Speech Emotion Recognition with Self-distillation.
CoRR
Zhao Ren, Thanh Tam Nguyen, Yi Chang, Björn W. Schuller
2022 J jnl
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning.
CoRR
Yi Chang, Zhao Ren, Thanh Tam Nguyen, Kun Qian, Björn W. Schuller
2022 J jnl
Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition.
CoRR
Yi Chang, Sofiane Laridi, Zhao Ren, Gregory Palmer, Björn W. Schuller, Marco Fisichella
2021 J jnl
CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection From Crowd-Sourced Cough Sounds.
Frontiers Digit. Health
Yi Chang, Xin Jing, Zhao Ren, Björn W. Schuller
2021 J jnl
The EIHW-GLAM Deep Attentive Multi-model Fusion System for Cough-based COVID-19 Recognition in the DiCOVA 2021 Challenge.
CoRR
Zhao Ren, Yi Chang, Björn W. Schuller
2021 — conf
Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 Diagnosis.
EMBC
Yi Chang, Zhao Ren, Björn W. Schuller