iWAX: interpretable Wav2vec-AASIST-XGBoost framework for voice spoofing detection
Seungeun Lee, Sunmook Choi, Taein Kang, Sanghyeok Chung, Soyul Han, Jaejin Seo, Seoyoung Park, Eujin Kim, Seungsang Oh, Il-Youp Kwak
Scientific Reports, 2025.11
2
Enhancing voice spoofing detection in noisy environments using frequency feature masking augmentation
Soyul Han, Jaejin Seo, Sunmook Choi, Taein Kang, Sanghyeok Chung, Seungeun Lee, Seoyoung Park, Seungsang Oh, Il-Youp Kwak
Engineering Science and Technology, an International Journal, 2025.03
3
A deep neural network approach to heart murmur detection using spectrogram and peak interval features
Soyul Han, Taein Kang, Jungguk Lee, Narin Kim, Hyejin Won, Yeong-Hwa Kim, Wuming Gong, Il-Youp Kwak
Engineering Applications of Artificial Intelligence, 2024.11
5th rank out of 40 teams in both Track 1 (murmur detection) and Track 2 (clinical outcome prediction)
4
Development and validation of novel simple prognostic model for predicting mortality in Korean intensive care units using national insurance claims data
Ah Young Leem, Soyul Han, Kyung Soo Chung, Su Hwan Lee, Moo Suk Park, Bora Lee, Young Sam Kim
The Korean journal of internal medicine, 2024.04
5
TB-ResNet: bridging the Gap from TDNN to ResNet in automatic speaker verification with temporal-bottleneck enhancement