Dorien Herremans

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

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Publications

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2020
Cheuk K.W., Anderson H., Agres K., Herremans D..  2020.  nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. IEEE Access.
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PDF icon nnAudio.pdf (10.2 MB)
2019
Cheuk K.W., Agres K., Herremans D..  2019.  nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo.
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PDF icon nnAudio.pdf (399.08 KB)
Agres K., Lui S., Herremans D..  2019.  A novel music-based game with motion capture to support cognitive and motor function in the elderly. IEEE Conference on Games.
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PDF icon preprint.pdf (2.6 MB)
2018
Sokolovskis J., Herremans D., Chew E..  2018.  A Novel Interface for the Graphical Analysis of Music Practice Behaviours. Frontiers in Psychology - Human-Media Interaction. 9
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PDF icon practice_browser.pdf (4.9 MB)