Woosung Choi

According to our database, Woosung Choi authored at least 17 papers between 2014 and 2024.

Collaborative distances:

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

2024

The Sound Demixing Challenge 2023 - Music Demixing Track.

Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, Jiafeng Liu, Yuki Mitsufuji

Trans. Int. Soc. Music. Inf. Retr., January, 2024

HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.

Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji

Trans. Mach. Learn. Res., 2024

Music Foundation Model as Generic Booster for Music Downstream Tasks.

Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji

CoRR, 2024

VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression.

Yunkee Chae, Woosung Choi, Yuhta Takida, Junghyun Koo, Yukara Ikemiya, Zhi Zhong, Kin Wai Cheuk, Marco A. Martínez Ramírez, Kyogu Lee, Wei-Hsiang Liao, Yuki Mitsufuji

CoRR, 2024

DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation.

Yin-Jyun Luo, Kin Wai Cheuk, Woosung Choi, Toshimitsu Uesaka, Keisuke Toyama, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Wei-Hsiang Liao, Simon Dixon, Yuki Mitsufuji

CoRR, 2024

Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data.

Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang

CoRR, 2024

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.

Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon

CoRR, 2024

Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.

Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Tutorial on time series prediction using 1D-CNN and BiLSTM: A case example of peak electricity demand and system marginal price prediction.

Jaedong Kim, Seunghwan Oh, Heesoo Kim, Woosung Choi

Eng. Appl. Artif. Intell., November, 2023

2022

Neural Vocoder is All You Need for Speech Super-resolution.

Haohe Liu, Woosung Choi, Xubo Liu, Qiuqiang Kong, Qiao Tian, DeLiang Wang

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

2021

Learning source-aware representations of music in a discrete latent space.

Jinsung Kim, Yeong-Seok Jeong, Woosung Choi, Jaehwa Chung, Soonyoung Jung

CoRR, 2021

LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation.

Yeong-Seok Jeong, Jinsung Kim, Woosung Choi, Jaehwa Chung, Soonyoung Jung

CoRR, 2021

2020

Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model.

Woosung Choi, Heonjun Yoon, Byeng Dong Youn

IEEE Access, 2020

2019

A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine.

Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim

Reliab. Eng. Syst. Saf., 2019

A Neural Network Model for Material Degradation Detection and Diagnosis Using Microscopic Images.

Woosung Choi, Hyunsuk Huh, Bayu Adhi Tama, Gyusang Park, Seungchul Lee

IEEE Access, 2019

2015

A vision-based system for monitoring block assembly in shipbuilding.

Minsung Kim, Woosung Choi, Byung-Chul Kim, Hokyeong Kim, Jae Hun Seol, Jong Hun Woo, Kwang Hee Ko

Comput. Aided Des., 2015

2014

InGaAs inversion layers band structure, electrostatics, and mobility modeling based on 8 Band k · p theory.

Anh-Tuan Pham, Seonghoon Jin, Woosung Choi, M. J. Lee, S. H. Cho, Y.-T. Kim, K.-H. Lee, Y. Park

Proceedings of the 44th European Solid State Device Research Conference, 2014