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Research

Publications: Mr Yin-Jyun Luo

Luo Y-J, Ewert S, Dixon S ( 2024 ) . Unsupervised Pitch-Timbre Disentanglement of Musical Instruments Using a Jacobian Disentangled Sequential Autoencoder . Conference: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 1036 - 1040 .
Luo Y-J, Dixon S ( 2024 ) . Posterior Variance-Parameterised Gaussian Dropout: Improving Disentangled Sequential Autoencoders for Zero-Shot Voice Conversion . Conference: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 14/04/2024 to: 19/04/2024 , 11676 - 11680 .
Luo YJ, Ewert S, Dixon S ( 2022 ) . Towards Robust Unsupervised Disentanglement of Sequential Data - A Case Study Using Music Audio . IJCAI International Joint Conference on Artificial Intelligence . Conference: International Joint Conference on Artificial Intelligence3299 - 3305 .
Cheuk KW, Luo Y-J, Benetos E, Herremans D ( 2021 ) . Revisiting the onsets and frames model with additive attention . Conference: International Joint Conference on Neural Networks (IJCNN) from: 18/07/2021 to: 22/07/2021 ,
Cheuk KW, Benetos E, Luo Y, Herremans D ( 2021 ) . The effect of spectrogram reconstructions on automatic music transcription: an alternative approach to improve transcription accuracy . Conference: 25th International Conference on Pattern Recognition (ICPR2020) ( Milan, Italy ) from: 10/01/2021 to: 15/01/2021 , 9091 - 9098 .
Luo Y-J, Hsu C-C, Agres K, Herremans D ( 2020 ) . Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders . Conference: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) vol. 00 , 3277 - 3281 .