Hyunseung Chung (정현승)
About
I am a Ph.D. student in Graduate School of AI at Korea Advanced Institute of Science and Technology (KAIST). I am currently advised by Prof. Edward Yoonjae Choi
Research Interests
My research interests lie in the application and analysis of electrocardiogram (ECG) and speech synthesis. I have been working on end-to-end non-autoregressive models for text-to-speech (TTS) synthesis and ECG generation from clinical text reports. Currently I am working on eXplainable AI (XAI) on ECG and time-series data.
Publications
Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports
Hyunseung Chung, Jiho Kim, Joon-myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi
ICASSP 2023Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram
Jungwoo Oh, Hyunseung Chung, Joon-myoung Kwon, Dong-gyun Hong, Edward Choi
CHIL 2022VoiceMixer: Adversarial Voice Style Mixup
Sang-Hoon Lee, Ji-Hoon Kim, Hyunseung Chung, Seong-Whan Lee
NeurIPS 2021Reinforce-Aligner: Reinforcement Alignment Search for Robust End-to-End Text-to-Speech
Hyunseung Chung, Sang-Hoon Lee, Seong-Whan Lee
Interspeech 2021Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning
Hyunseung Chung, Woo-Jeoung Nam, Seong-Whan Lee
ICPR 2020
Education
KAIST (Fall 2021 - Present)
Ph.D. in Artificial Intelligence
Advisor: Edward ChoiKorea University (Fall 2019 - Fall 2021)
M.S. in Artificial Intelligence
Advisor: Seong-Whan LeeUniversity of Illinois at Urbana-Champaign (- Spring 2017)
B.S. in Industrial & Enterprise Systems Engineering
Services
Reviewer
2023: ICASSP, EMNLP, ML4H
2024: ICASSP