Woosung Choi

31 papers A* 1A 2Misc 2Journal 24Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing.
AAAI
Xinlei Niu, Kin Wai Cheuk, Jing Zhang, Naoki Murata, Chieh-Hsin Lai, Michele Mancusi, Woosung Choi, Giorgio Fabbro, Wei-Hsiang Liao, Charles Patrick Martin, Yuki Mitsufuji
2025 A conf
A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
INTERSPEECH
Yigitcan Özer, Woosung Choi, Joan Serrà, Mayank Kumar Singh, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
CoRR
Yigitcan Özer, Woosung Choi, Joan Serrà, Mayank Kumar Singh, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution.
CoRR
Yong-Hyun Park, Chieh-Hsin Lai, Satoshi Hayakawa, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Woosung Choi, Kin Wai Cheuk, Junghyun Koo, Yuki Mitsufuji
2025 — conf
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
ISMIR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2025 J jnl
LLM2Fx-Tools: Tool Calling For Music Post-Production.
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Large-Scale Training Data Attribution for Music Generative Models via Unlearning.
CoRR
Woosung Choi, Junghyun Koo, Kin Wai Cheuk, Joan Serrà, Marco A. Martínez Ramírez, Yukara Ikemiya, Naoki Murata, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
Trans. Mach. Learn. Res.
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
2025 J jnl
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing.
CoRR
Xinlei Niu, Kin Wai Cheuk, Jing Zhang, Naoki Murata, Chieh-Hsin Lai, Michele Mancusi, Woosung Choi, Giorgio Fabbro, Wei-Hsiang Liao, Charles Patrick Martin, Yuki Mitsufuji
2025 Misc conf
Variable Bitrate Residual Vector Quantization for Audio Coding.
ICASSP
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
2024 J jnl
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation.
CoRR
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
2024 J jnl
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.
CoRR
Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.
Trans. Mach. Learn. Res.
Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data.
CoRR
Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024 J jnl
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
CoRR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
CoRR
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
2024 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
Trans. Int. Soc. Music. Inf. Retr.
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
2024 Misc conf
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
ICASSP
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression.
CoRR
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
2023 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
CoRR
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
2023 J jnl
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
CoRR
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
Tutorial on time series prediction using 1D-CNN and BiLSTM: A case example of peak electricity demand and system marginal price prediction.
Eng. Appl. Artif. Intell.
Jaedong Kim, Seunghwan Oh, Heesoo Kim, Woosung Choi
2022 A conf
Neural Vocoder is All You Need for Speech Super-resolution.
INTERSPEECH
Haohe Liu, Woosung Choi, Xubo Liu, Qiuqiang Kong, Qiao Tian, DeLiang Wang
2022 J jnl
Neural Vocoder is All You Need for Speech Super-resolution.
CoRR
Haohe Liu, Woosung Choi, Xubo Liu, Qiuqiang Kong, Qiao Tian, DeLiang Wang
2021 J jnl
Learning source-aware representations of music in a discrete latent space.
CoRR
Jinsung Kim, Yeong-Seok Jeong, Woosung Choi, Jaehwa Chung, Soonyoung Jung
2021 J jnl
LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation.
CoRR
Yeong-Seok Jeong, Jinsung Kim, Woosung Choi, Jaehwa Chung, Soonyoung Jung
2020 J jnl
Operation-Adaptive Damage Assessment of Steam Turbines Using a Nonlinear Creep-Fatigue Interaction Model.
IEEE Access
Woosung Choi, Heonjun Yoon, Byeng Dong Youn
2019 J jnl
A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine.
Reliab. Eng. Syst. Saf.
Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim
2019 J jnl
A Neural Network Model for Material Degradation Detection and Diagnosis Using Microscopic Images.
IEEE Access
Woosung Choi, Hyunsuk Huh, Bayu Adhi Tama, Gyusang Park, Seungchul Lee
2015 J jnl
A vision-based system for monitoring block assembly in shipbuilding.
Comput. Aided Des.
Minsung Kim, Woosung Choi, Byung-Chul Kim, Hokyeong Kim, Jae Hun Seol, Jong Hun Woo, Kwang Hee Ko
2014 — conf
InGaAs inversion layers band structure, electrostatics, and mobility modeling based on 8 Band k · p theory.
ESSDERC
Anh-Tuan Pham, Seonghoon Jin, Woosung Choi, M. J. Lee, S. H. Cho, Y.-T. Kim, K.-H. Lee, Y. Park