Dorien Herremans

2024

doi dblp
MidiCaps: A Large-Scale MIDI Dataset With Text Captions.
Jan Melechovský|Abhinaba Roy|Dorien Herremans
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2020

dblp
Unsupervised Disentanglement of Pitch and Timbre for Isolated Musical Instrument Sounds.
Yin-Jyun Luo|Kin Wai Cheuk|Tomoyasu Nakano|Masataka Goto|Dorien Herremans
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
dblp
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling.
Hao Hao Tan|Dorien Herremans
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

dblp
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders.
Yin-Jyun Luo|Kat Agres|Dorien Herremans
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019