Il-Youp Kwak

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Escherichia Coli

Summary Statistics

Attack Detection

Top Venues

Publications

Soyul Han, Taein Kang, Jungguk Lee, Narin Kim, Hyejin Won, Yeong-Hwa Kim, Wuming Gong, Il-Youp Kwak
A deep neural network approach to heart murmur detection using spectrogram and peak interval features. Eng. Appl. Artif. Intell. 137 (2024)
Taein Kang, Soyul Han, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Seungeun Lee, Seungsang Oh, Il-Youp Kwak
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0. CoRR (2024)
Il-Youp Kwak, Byeong-Chan Kim, Juhyun Lee, Taein Kang, Daniel J. Garry, Jianyi Zhang, Wuming Gong
Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences. BMC Bioinform. 25 (1) (2024)
Sunmook Choi, Sanghyeok Chung, Seungeun Lee, Soyul Han, Taein Kang, Jaejin Seo, Il-Youp Kwak, Seungsang Oh
TB-ResNet: Bridging the Gap from TDNN to ResNet in Automatic Speaker Verification with Temporal-Bottleneck Enhancement. ICASSP (2024)
Hyejin Won, Baekseung Kim, Il-Youp Kwak, Changwon Lim
Using various pre-trained models for audio feature extraction in automated audio captioning. Expert Syst. Appl. 231 (2023)
Yerin Lee, Narin Kim, Jaehong Jeong, Il-Youp Kwak
Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection. IEEE Access 11 (2023)
Il-Youp Kwak, Sungsu Kwag, Junhee Lee, Youngbae Jeon, Jeong-Hwan Hwang, Hyoukryeol Choi, Jong-Hoon Yang, So-Yul Han, Jun Ho Huh, Choong-Hoon Lee, Ji Won Yoon
Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution. IEEE Access 11 (2023)
Soyul Han, Taein Kang, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Sumi Lee, Seungsang Oh, Il-Youp Kwak
CAU KU Deepfake Detection System for ADD 2023 Challenge. DADA@IJCAI (2023)
Sunmook Choi, Il-Youp Kwak, Seungsang Oh
Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure. INTERSPEECH (2022)
Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Seungsang Oh
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking. CoRR (2022)
Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Soyul Han, Seungsang Oh
Low-quality Fake Audio Detection through Frequency Feature Masking. DDAM@MM (2022)
Sunmook Choi, Seungsang Oh, Jonghoon Yang, Yerin Lee, Il-Youp Kwak
Light-weight Frequency Information Aware Neural Network Architecture for Voice Spoofing Detection. ICPR (2022)
Jungguk Lee, Taein Kang, Narin Kim, Soyul Han, Hyejin Won, Wuming Gong, Il-Youp Kwak
Deep Learning Based Heart Murmur Detection Using Frequency-time Domain Features of Heartbeat Sounds. CinC (2022)
Wuming Gong, Hyunwoo J. Kim, Daniel J. Garry, Il-Youp Kwak
Single cell lineage reconstruction using distance-based algorithms and the R package, DCLEAR. BMC Bioinform. 23 (1) (2022)
Hyojung Choi, Chanhwi Jung, Taein Kang, Hyunwoo J. Kim, Il-Youp Kwak
Explainable Time-Series Prediction Using a Residual Network and Gradient-Based Methods. IEEE Access 10 (2022)
Baekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim
Transfer Learning followed by Transformer for Automated Audio Captioning. DCASE (2021)
Muhammad Ejaz Ahmed, Il-Youp Kwak, Jun Ho Huh, Iljoo Kim, Taekkyung Oh, Hyoungshick Kim
Void: A fast and light voice liveness detection system. USENIX Security Symposium (2020)
Il-Youp Kwak, Sungsu Kwag, Junhee Lee, Jun Ho Huh, Choong-Hoon Lee, Youngbae Jeon, Jeong-Hwan Hwang, Ji Won Yoon
ResMax: Detecting Voice Spoofing Attacks with Residual Network and Max Feature Map. ICPR (2020)
Il-Youp Kwak, Jun Ho Huh, Seung Taek Han, Iljoo Kim, Ji Won Yoon
Voice Presentation Attack Detection through Text-Converted Voice Command Analysis. CHI (2019)
Wuming Gong, Il-Youp Kwak, Pruthvi Pota, Naoko Koyano-Nakagawa, Daniel J. Garry
DrImpute: imputing dropout events in single cell RNA sequencing data. BMC Bioinform. 19 (1) (2018)
Il-Youp Kwak, Wei Pan
Gene- and pathway-based association tests for multiple traits with GWAS summary statistics. Bioinform. 33 (1) (2017)
Il-Youp Kwak, Wei Pan
Adaptive gene- and pathway-trait association testing with GWAS summary statistics. Bioinform. 32 (8) (2016)