| Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders YJ Luo, K Agres, D Herremans ISMIR, 2019 | 62 | 2019 |
| Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders YJ Luo, CC Hsu, K Agres, D Herremans 2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 54 | 2020 |
| Omnizart: A General Toolbox for Automatic Music Transcription YT Wu, YJ Luo, TP Chen, I Wei, JY Hsu, YC Chuang, L Su arXiv preprint arXiv:2106.00497, 2021 | 35 | 2021 |
| Regression-based music emotion prediction using triplet neural networks KW Cheuk, YJ Luo, BT Balamurali, G Roig, D Herremans 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 34 | 2020 |
| The effect of spectrogram reconstruction on automatic music transcription: An alternative approach to improve transcription accuracy KW Cheuk, YJ Luo, E Benetos, D Herremans 2020 25th International Conference on Pattern Recognition (ICPR), 9091-9098, 2021 | 25 | 2021 |
| Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds YJ Luo, KW Cheuk, T Nakano, M Goto, D Herremans ISMIR, 2020 | 23 | 2020 |
| Revisiting the Onsets and Frames Model with Additive Attention KW Cheuk, YJ Luo, E Benetos, D Herremans 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 20 | 2021 |
| Detection of Common Mistakes in Novice Violin Playing. YJ Luo, L Su, YH Yang, TS Chi ISMIR, 316-322, 2015 | 16 | 2015 |
| Singing voice separation using spectro-temporal modulation features F Yen, YJ Luo, TS Chi ISMIR, 617-622, 2014 | 16 | 2014 |
| Singing voice correction using canonical time warping YJ Luo, MT Chen, TS Chi, L Su 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 14 | 2018 |
| Towards Robust Unsupervised Disentanglement of Sequential Data--A Case Study Using Music Audio YJ Luo, S Ewert, S Dixon International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 12 | 2022 |
| Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance HH Tan, YJ Luo, D Herremans arXiv preprint arXiv:2006.09833, 2020 | 12 | 2020 |
| Learning Domain-Adaptive Latent Representations of Music Signals Using Variational Autoencoders. YJ Luo, L Su ISMIR, 653-660, 2018 | 11 | 2018 |
| Toward Expressive Singing Voice Correction: On Perceptual Validity of Evaluation Metrics for Vocal Melody Extraction YJ Luo, YJ Lin, L Su arXiv preprint arXiv:2010.12196, 2020 | 6 | 2020 |
| Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion YJ Luo, S Dixon ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder YJ Luo, S Ewert, S Dixon ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Disentangling Multi-Instrument Music Audio for Source-Level Pitch and Timbre Manipulation YJ Luo, KW Cheuk, W Choi, WH Liao, K Toyama, T Uesaka, K Saito, ... NeurIPS 2024 Workshop on Audio Imagination: AI-Driven Speech, Music, and …, 2024 | 1* | 2024 |
| On the Use of Synthesized Datasets and Transformer Adaptors for Musical Instrument Recognition K Tanaka, YJ Luo, KW Cheuk, K Yoshii, S Morishima, S Dixon Ismir 2023 Hybrid Conference, 2023 | | 2023 |
| SPEAKER AND SINGER VERIFICATION USING A DISENTANGLED VOCAL TIMBRE REPRESENTATION YJ Luo, S Dixon Ismir 2023 Hybrid Conference, 2023 | | 2023 |
| Untangling indices of emotion in music using neural networks. D Herremans, KW Cheuk, YJ Luo, K Agres CogSci, 3476, 2019 | | 2019 |
Dorien HerremansAssociate professor, Singapore University of Technology and DesignAdresse e-mail validée de sutd.edu.sg