Dorien Herremans

Assistant Professor, SUTD
AMAAI - Audio, Music, and AI

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Publications

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Author Title Type [ Year(Asc)]
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2019
Cheuk K.W., BT B, Roig G., Herremans D..  2019.  Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2019).
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PDF icon 1910.01463.pdf (934.76 KB)
Luo Y.J., Agres K., Herremans D..  2019.  Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders. ISMIR.
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PDF icon jyun-ismir.pdf (5.62 MB)
2014
Herremans D., Martens D, Sörensen K..  2014.  Looking into the minds of Bach, Haydn and Beethoven: Classification and generation of composer-specific music.
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PDF icon RPS-2014-001.pdf (575.42 KB)