Kin Wai Cheuk

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Music Information Retrieval

Unsupervised Manner

Top Venues

Publications

Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco Martínez-Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. CoRR (2024)
Hao Hao Tan, Kin Wai Cheuk, Taemin Cho, Wei-Hsiang Liao, Yuki Mitsufuji
MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage. CoRR (2024)
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription. ICASSP (2024)
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training. CoRR (2023)
Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability. ICASSP (2023)
Enyan Koh, Kin Wai Cheuk, Kwan Yee Heung, Kat R. Agres, Dorien Herremans
MERP: A Music Dataset with Emotion Ratings and Raters' Profile Information. Sensors 23 (1) (2023)
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription. CoRR (2023)
Kwan Yee Heung, Kin Wai Cheuk, Dorien Herremans
Understanding Audio Features via Trainable Basis Functions. CoRR (2022)
Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability. CoRR (2022)
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. CoRR (2022)
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
Revisiting the Onsets and Frames Model with Additive Attention. IJCNN (2021)
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
Revisiting the Onsets and Frames Model with Additive Attention. CoRR (2021)
Kin Wai Cheuk, Dorien Herremans, Li Su
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. CoRR (2021)
Kin Wai Cheuk, Dorien Herremans, Li Su
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. ACM Multimedia (2021)
Chin-Yun Yu, Kin Wai Cheuk
Danna-Sep: Unite to separate them all. CoRR (2021)
Kin Wai Cheuk, Kat Agres, Dorien Herremans
The impact of Audio input representations on neural network based music transcription. CoRR (2020)
Yin-Jyun Luo, Kin Wai Cheuk, Tomoyasu Nakano, Masataka Goto, Dorien Herremans
Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds. ISMIR (2020)
Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
Regression-based Music Emotion Prediction using Triplet Neural Networks. IJCNN (2020)
Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans
nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access 8 (2020)
Kin Wai Cheuk, Kat Agres, Dorien Herremans
The Impact of Audio Input Representations on Neural Network based Music Transcription. IJCNN (2020)
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. ICPR (2020)
Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans
Regression-based music emotion prediction using triplet neural networks. CoRR (2020)
Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. CoRR (2020)
Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks. ASRU (2019)
Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. CoRR (2019)
Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. CoRR (2019)
Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres
Untangling indices of emotion in music using neural networks. CogSci (2019)