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Showing results 1 to 16 of 16

SCIESCOPUS
3D-DCDAE: Unsupervised Music Latent Representations Learning Method Based on a Deep 3D Convolutional Denoising Autoencoder for Music Genre Classificationopen access

Qiu, Lvyang; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.18PublisherMDPI
SCIESCOPUS
Automatic Melody Composition Using Enhanced GANopen access

Li, Shuyu; Jang, Sejun; Sung, Yunsick

ArticleIssue Date2019CitationMATHEMATICS, v.7, no.10PublisherMDPI
SCIESCOPUS
DBTMPE: Deep Bidirectional Transformers-Based Masked Predictive Encoder Approach for Music Genre Classificationopen access

Qiu, Lvyang; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.5, pp 1 - 17PublisherMDPI
SCIESCOPUS
Deformer: Denoising Transformer for Improved Audio Music Genre Classificationopen access

Wang, Jigang; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2023CitationApplied Sciences, v.13, no.23, pp 1 - 15PublisherMDPI
SCIESCOPUS
Enhanced Evaluation Method of Musical Instrument Digital Interface Data based on Random Masking and Seq2Seq Modelopen access

Jiang, Zhe; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2022CitationMathematics, v.10, no.15, pp 1 - 17PublisherMDPI
SCIESCOPUS
FastText-Based Local Feature Visualization Algorithm for Merged Image-Based Malware Classification Framework for Cyber Security and Cyber Defenseopen access

Jang, Sejun; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2020CitationMATHEMATICS, v.8, no.3PublisherMDPI
SCIESCOPUS
Generative Adversarial Network for Global Image-Based Local Image to Improve Malware Classification Using Convolutional Neural Networkopen access

Jang, Sejun; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2020CitationAPPLIED SCIENCES-BASEL, v.10, no.21, pp 1 - 14PublisherMDPI
SCIESCOPUS
INCO-GAN: Variable-Length Music Generation Method Based on Inception Model-Based Conditional GANopen access

Li, Shuyu; Sung, Yunsick

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.4, pp 1 - 16PublisherMDPI
SCIESCOPUS
Long short-term memory-based Malware classification method for information security

Kang, Jungho; Jang, Sejun; Li, Shuyu; Jeong, Young-Sik; Sung, Yunsick

ArticleIssue Date2019CitationCOMPUTERS & ELECTRICAL ENGINEERING, v.77, pp 366 - 375PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Melody Extraction and Encoding Method for Generating Healthcare Music Automaticallyopen access

Li, Shuyu; Jang, Sejun; Sung, Yunsick

ArticleIssue Date2019CitationELECTRONICS, v.8, no.11PublisherMDPI
SCIESCOPUS
MelodyDiffusion: Chord-Conditioned Melody Generation Using a Transformer-Based Diffusion Modelopen access

Li, Shuyu; Sung, Yunsick

ArticleIssue Date2023CitationMathematics, v.11, no.8, pp 1 - 15PublisherMDPI
SCIESCOPUS
MRBERT: Pre-Training of Melody and Rhythm for Automatic Music Generationopen access

Li, Shuyu; Sung, Yunsick

ArticleIssue Date2023CitationMathematics, v.11, no.4, pp 1 - 14PublisherMDPI
SCIESCOPUS
Newspaper article-based agent control in smart city simulationsopen access

Kim, Euhee; Jang, Sejun; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2020CitationHUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, v.10, no.1PublisherSPRINGER
SCIESCOPUS
Style Transformation Method of Stage Background Images by Emotion Words of Lyricsopen access

Yoon, Hyewon; Li, Shuyu; Sung, Yunsick

ArticleIssue Date2021CitationMATHEMATICS, v.9, no.15PublisherMDPI
SCIESCOPUS
Transformer-Based Seq2Seq Model for Chord Progression Generationopen access

Li, Shuyu; Sung, Yunsick

ArticleIssue Date2023CitationMathematics, v.11, no.5, pp 1 - 14PublisherMDPI
SCIESCOPUS
Type-based mixture of experts and semi-supervised multi-task pre-training for symbolic musicopen access

Li, Shuyu; Sung, Yunsick

ArticleIssue Date2025CitationExpert Systems with Applications, v.292, pp 1 - 14PublisherElsevier Ltd.
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