Kin Wai Cheuk

39 papers A* 2B 5C 1Misc 4Journal 26Unranked 1
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 J jnl
Automatic Music Mixing using a Generative Model of Effect Embeddings.
CoRR
Eloi Moliner, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Kin Wai Cheuk, Joan Serrà, Vesa Välimäki, 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 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 Misc conf
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
ICASSP
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Eloi Moliner, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, 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
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
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
CoRR
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2024 J jnl
MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage.
CoRR
Hao Hao Tan, Kin Wai Cheuk, Taemin Cho, Wei-Hsiang Liao, Yuki Mitsufuji
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 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 Misc conf
Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability.
ICASSP
Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2023 J jnl
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training.
CoRR
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans
2023 J jnl
MERP: A Music Dataset with Emotion Ratings and Raters' Profile Information.
Sensors
Enyan Koh, Kin Wai Cheuk, Kwan Yee Heung, Kat R. Agres, Dorien Herremans
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
2022 J jnl
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability.
CoRR
Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2022 J jnl
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications.
CoRR
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
2022 J jnl
Understanding Audio Features via Trainable Basis Functions.
CoRR
Kwan Yee Heung, Kin Wai Cheuk, Dorien Herremans
2021 J jnl
Danna-Sep: Unite to separate them all.
CoRR
Chin-Yun Yu, Kin Wai Cheuk
2021 A* conf
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data.
ACM Multimedia
Kin Wai Cheuk, Dorien Herremans, Li Su
2021 J jnl
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data.
CoRR
Kin Wai Cheuk, Dorien Herremans, Li Su
2021 B conf
Revisiting the Onsets and Frames Model with Additive Attention.
IJCNN
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2021 J jnl
Revisiting the Onsets and Frames Model with Additive Attention.
CoRR
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2020 B conf
Regression-based Music Emotion Prediction using Triplet Neural Networks.
IJCNN
Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
2020 J jnl
Regression-based music emotion prediction using triplet neural networks.
CoRR
Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
2020 B conf
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy.
ICPR
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2020 J jnl
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy.
CoRR
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
2020 B conf
The Impact of Audio Input Representations on Neural Network based Music Transcription.
IJCNN
Kin Wai Cheuk, Kat Agres, Dorien Herremans
2020 J jnl
The impact of Audio input representations on neural network based music transcription.
CoRR
Kin Wai Cheuk, Kat Agres, Dorien Herremans
2020 — conf
Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds.
ISMIR
Yin-Jyun Luo, Kin Wai Cheuk, Tomoyasu Nakano, Masataka Goto, Dorien Herremans
2020 J jnl
nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks.
IEEE Access
Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans
2019 C conf
Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks.
ASRU
Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
2019 J jnl
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks.
CoRR
Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
2019 B conf
Untangling indices of emotion in music using neural networks.
CogSci
Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres
2019 J jnl
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks.
CoRR
Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans