| Music Demixing Challenge 2021 Y Mitsufuji, G Fabbro, S Uhlich, FR Stöter, A Défossez, M Kim, W Choi, ... Frontiers in Signal Processing 1, 2022 | 136* | 2022 |
| Investigating U-Nets with various intermediate blocks for spectrogram-based singing voice separation W Choi, M Kim, J Chung, D Lee, S Jung arXiv preprint arXiv:1912.02591, 2019 | 80 | 2019 |
| KUIELab-MDX-Net: A two-stream neural network for music demixing M Kim, W Choi, J Chung, D Lee, S Jung arXiv preprint arXiv:2111.12203, 2021 | 78 | 2021 |
| Neural vocoder is all you need for speech super-resolution H Liu, W Choi, X Liu, Q Kong, Q Tian, DL Wang arXiv preprint arXiv:2203.14941, 2022 | 67 | 2022 |
| LaSAFT: Latent source attentive frequency transformation for conditioned source separation W Choi, M Kim, J Chung, S Jung ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 58 | 2021 |
| The Sound Demixing Challenge 2023$\unicode {x2013} $ Music Demixing Track G Fabbro, S Uhlich, CH Lai, W Choi, M Martínez-Ramírez, W Liao, ... arXiv preprint arXiv:2308.06979, 2023 | 51 | 2023 |
| Instruct-musicgen: Unlocking text-to-music editing for music language models via instruction tuning Y Zhang, Y Ikemiya, W Choi, N Murata, MA Martínez-Ramírez, L Lin, G Xia, ... arXiv preprint arXiv:2405.18386, 2024 | 29 | 2024 |
| Hq-vae: Hierarchical discrete representation learning with variational bayes Y Takida, Y Ikemiya, T Shibuya, K Shimada, W Choi, CH Lai, N Murata, ... arXiv preprint arXiv:2401.00365, 2023 | 25 | 2023 |
| Variable Bitrate Residual Vector Quantization for Audio Coding Y Chae, W Choi, Y Takida, J Koo, Y Ikemiya, Z Zhong, KW Cheuk, ... ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and …, 2025 | 8 | 2025 |
| Music foundation model as generic booster for music downstream tasks WH Liao, Y Takida, Y Ikemiya, Z Zhong, CH Lai, G Fabbro, K Shimada, ... arXiv preprint arXiv:2411.01135, 2024 | 8 | 2024 |
| Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription F Cwitkowitz, KW Cheuk, W Choi, MA Martínez-Ramírez, K Toyama, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 8 | 2024 |
| Amss-net: Audio manipulation on user-specified sources with textual queries W Choi, M Kim, MA Martínez Ramírez, J Chung, S Jung Proceedings of the 29th ACM International Conference on Multimedia, 1775-1783, 2021 | 8 | 2021 |
| A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs? Y Özer, W Choi, J Serrà, MK Singh, WH Liao, Y Mitsufuji arXiv preprint arXiv:2505.19663, 2025 | 7 | 2025 |
| Improving unsupervised clean-to-rendered guitar tone transformation using GANs and integrated unaligned clean data YH Chen, W Choi, WH Liao, M Martínez-Ramírez, KW Cheuk, Y Mitsufuji, ... arXiv preprint arXiv:2406.15751, 2024 | 7 | 2024 |
| Elaborate synthetic data generation for internet of things services at smart home environment R Myung, S Choi, W Choi, H Yu, D Lee, E Lee 2016 International Conference on Computational Science and Computational …, 2016 | 6 | 2016 |
| LightSAFT: Lightweight Latent Source Aware Frequency Transform for Source Separation YS Jeong, J Kim, W Choi, J Chung, S Jung arXiv preprint arXiv:2111.12516, 2021 | 4 | 2021 |
| Large-Scale Training Data Attribution for Music Generative Models via Unlearning W Choi, J Koo, KW Cheuk, J Serrà, MA Martínez-Ramírez, Y Ikemiya, ... arXiv preprint arXiv:2506.18312, 2025 | 3 | 2025 |
| SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing X Niu, KW Cheuk, J Zhang, N Murata, CH Lai, M Mancusi, W Choi, ... arXiv preprint arXiv:2504.10826, 2025 | 3 | 2025 |
| Scalable Algorithms for Maximizing Spatiotemporal Range Sum and Range Sum Change in Spatiotemporal Datasets W Choi, SY Jung, J Chung, KS Hyun, K Park Electronics 9 (3), 514, 2020 | 3 | 2020 |
| Dismix: Disentangling mixtures of musical instruments for source-level pitch and timbre manipulation YJ Luo, KW Cheuk, W Choi, T Uesaka, K Toyama, K Saito, CH Lai, ... arXiv preprint arXiv:2408.10807, 2024 | 2 | 2024 |
Yuki MitsufujiDistinguished Engineer, Sony; Visiting Research Professor, New York UniversityVerified email at sony.com
