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2020 – today
- 2024
[j11]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): 81 (2024)- [j10]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: 109156 (2024) - [j9]Heemin Kim, Byeong-Chan Kim, Sumi Lee, Minjung Kang, Hyunjee Nam, Sunghwan Park, Il-Youp Kwak, Jaewoo Lee:
RAPID: Robust multi-pAtch masker using channel-wise Pooled varIance with two-stage patch Detection. J. King Saud Univ. Comput. Inf. Sci. 36(8): 102188 (2024) - [c10]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: 10291-10295 - [i2]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 abs/2402.17127 (2024) - 2023
- [j8]Yerin Lee, Narin Kim, Jaehong Jeong, Il-Youp Kwak:
Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection. IEEE Access 11: 24216-24226 (2023) - [j7]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:
Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution. IEEE Access 11: 49140-49152 (2023) - [j6]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: 120664 (2023) - [c9]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: 23-30 - 2022
- [j5]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: 108469-108482 (2022) - [j4]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): 103 (2022) - [c8]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: 1-4 - [c7]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: 477-483 - [c6]Sunmook Choi, Il-Youp Kwak, Seungsang Oh:
Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure. INTERSPEECH 2022: 3558-3562 - [c5]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: 9-17 - [i1]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 abs/2202.04328 (2022) - 2021
- [c4]Baekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim:
Transfer Learning followed by Transformer for Automated Audio Captioning. DCASE 2021: 221-225 - 2020
- [c3]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: 4837-4844 - [c2]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: 2685-2702
2010 – 2019
- 2019
- [c1]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: 598 - 2018
- [j3]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): 220:1-220:10 (2018) - 2017
- [j2]Il-Youp Kwak, Wei Pan:
Gene- and pathway-based association tests for multiple traits with GWAS summary statistics. Bioinform. 33(1): 64-71 (2017) - 2016
- [j1]Il-Youp Kwak, Wei Pan:
Adaptive gene- and pathway-trait association testing with GWAS summary statistics. Bioinform. 32(8): 1178-1184 (2016)
Coauthor Index
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