Il-Youp Kwak

According to our database, Il-Youp Kwak authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences.

Il-Youp Kwak, Byeong-Chan Kim, Juhyun Lee, Taein Kang, Daniel J. Garry, Jianyi Zhang, Wuming Gong

BMC Bioinform., December, 2024

RAPID: Robust multi-pAtch masker using channel-wise Pooled varIance with two-stage patch Detection.

Heemin Kim, Byeong-Chan Kim, Sumi Lee, Minjung Kang, Hyunjee Nam, Sunghwan Park, Il-Youp Kwak, Jaewoo Lee

J. King Saud Univ. Comput. Inf. Sci., 2024

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

Eng. Appl. Artif. Intell., 2024

Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0.

Taein Kang, Soyul Han, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Seungeun Lee, Seungsang Oh, Il-Youp Kwak

CoRR, 2024

TB-ResNet: Bridging the Gap from TDNN to ResNet in Automatic Speaker Verification with Temporal-Bottleneck Enhancement.

Sunmook Choi, Sanghyeok Chung, Seungeun Lee, Soyul Han, Taein Kang, Jaejin Seo, Il-Youp Kwak, Seungsang Oh

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Using various pre-trained models for audio feature extraction in automated audio captioning.

Hyejin Won, Baekseung Kim, Il-Youp Kwak, Changwon Lim

Expert Syst. Appl., November, 2023

Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection.

Yerin Lee, Narin Kim, Jaehong Jeong, Il-Youp Kwak

IEEE Access, 2023

Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution.

Il-Youp Kwak, Sungsu Kwag, Junhee Lee, Youngbae Jeon, Jeong-Hwan Hwang, Hyoukryeol Choi, Jong-Hoon Yang, Soyul Han, Jun Ho Huh, Choong-Hoon Lee, Ji Won Yoon

IEEE Access, 2023

CAU KU Deepfake Detection System for ADD 2023 Challenge.

Soyul Han, Taein Kang, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Sumi Lee, Seungsang Oh, Il-Youp Kwak

Proceedings of the Workshop on Deepfake Audio Detection and Analysis co-located with 32th International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

2022

CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking.

Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Seungsang Oh

CoRR, 2022

Single cell lineage reconstruction using distance-based algorithms and the R package, DCLEAR.

Wuming Gong, Hyunwoo J. Kim, Daniel J. Garry, Il-Youp Kwak

BMC Bioinform., 2022

Explainable Time-Series Prediction Using a Residual Network and Gradient-Based Methods.

Hyojung Choi, Chanhwi Jung, Taein Kang, Hyunwoo J. Kim, Il-Youp Kwak

IEEE Access, 2022

Low-quality Fake Audio Detection through Frequency Feature Masking.

Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Soyul Han, Seungsang Oh

Proceedings of the DDAM@MM 2022: Proceedings of the 1st International Workshop on Deepfake Detection for Audio Multimedia, 2022

Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure.

Sunmook Choi, Il-Youp Kwak, Seungsang Oh

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Light-weight Frequency Information Aware Neural Network Architecture for Voice Spoofing Detection.

Sunmook Choi, Seungsang Oh, Jonghoon Yang, Yerin Lee, Il-Youp Kwak

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Deep Learning Based Heart Murmur Detection Using Frequency-time Domain Features of Heartbeat Sounds.

Jungguk Lee, Taein Kang, Narin Kim, Soyul Han, Hyejin Won, Wuming Gong, Il-Youp Kwak

Proceedings of the Computing in Cardiology, 2022

2021

Transfer Learning followed by Transformer for Automated Audio Captioning.

Baekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Void: A fast and light voice liveness detection system.

Muhammad Ejaz Ahmed, Il-Youp Kwak, Jun Ho Huh, Iljoo Kim, Taekkyung Oh, Hyoungshick Kim

Proceedings of the 29th USENIX Security Symposium, 2020

ResMax: Detecting Voice Spoofing Attacks with Residual Network and Max Feature Map.

Il-Youp Kwak, Sungsu Kwag, Junhee Lee, Jun Ho Huh, Choong-Hoon Lee, Youngbae Jeon, Jeong-Hwan Hwang, Ji Won Yoon

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Voice Presentation Attack Detection through Text-Converted Voice Command Analysis.

Il-Youp Kwak, Jun Ho Huh, Seung Taek Han, Iljoo Kim, Ji Won Yoon

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

DrImpute: imputing dropout events in single cell RNA sequencing data.

Wuming Gong, Il-Youp Kwak, Pruthvi Pota, Naoko Koyano-Nakagawa, Daniel J. Garry

BMC Bioinform., 2018

2017

Gene- and pathway-based association tests for multiple traits with GWAS summary statistics.

Il-Youp Kwak, Wei Pan

Bioinform., 2017

2016

Adaptive gene- and pathway-trait association testing with GWAS summary statistics.

Il-Youp Kwak, Wei Pan

Bioinform., 2016