Dorien Herremans

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

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Publications

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Author Title [ Type(Desc)] Year
Filters: Author is D. Makris  [Clear All Filters]
Conference Paper
Makris D., Guo Z, Kaliakatsos-Papakostas N., Herremans D..  2022.  Conditional Drums Generation using Compound Word Representations. EvoMUSART (EVO*) - Lecture Notes in Computer Science.
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PDF icon 2202.04464.pdf (525.36 KB)
Makris D., Agres K., Herremans D..  2021.  Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
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PDF icon 2104.13056.pdf (857.78 KB)
Guo Z, Makris D., Herremans D..  2021.  Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
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PDF icon 2102.09794.pdf (1015.73 KB)
Kaliakatsos-Papakostas N., Bastas G., Makris D., Herremans D., Katsouros V., Maragos P..  2022.  A Machine Learning Approach for MIDI to Guitar Tablature Conversion. Sound and Music Computing Conference (SMC).
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PDF icon 25.pdf (528.42 KB)
Journal Article
Chua P., Makris D., Agres K., Roig G., Herremans D..  2022.  Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses. Arxiv preprint.
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