Publications
] .
2020. Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling. ISMIR. 
2007.15474.pdf (2.67 MB)
2007.15474.pdf (2.67 MB).
2016. Music generation with structural constraints: an operations research approach. 30th Annual Conference of the Belgian Operational Research (OR) Society (ORBEL30). :37-39. orbel30_dh.pdf (117.78 KB)
orbel30_dh.pdf (117.78 KB).
2021. Musical stylometry: Characterisation of music. Multivariate Humanities.
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2024. Mustango: Toward Controllable Text-to-Music Generation. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). pages 8293–8316. 2311.08355 (1).pdf (11.38 MB)
2311.08355 (1).pdf (11.38 MB).
2025. Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey. ACM Computing Surveys. 2402.17467.pdf (1.01 MB)
2402.17467.pdf (1.01 MB).
2019. nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo. nnAudio.pdf (399.08 KB)
nnAudio.pdf (399.08 KB).
2020. nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. IEEE Access. nnAudio.pdf (10.2 MB)
nnAudio.pdf (10.2 MB).
2018. A Novel Interface for the Graphical Analysis of Music Practice Behaviours. Frontiers in Psychology - Human-Media Interaction. 9 practice_browser.pdf (4.9 MB)
practice_browser.pdf (4.9 MB).
2019. A novel music-based game with motion capture to support cognitive and motor function in the elderly. IEEE Conference on Games. preprint.pdf (2.6 MB)
preprint.pdf (2.6 MB).
2018. O.R. and music generation. OR/MS Today. 45(1) O.R. and music generation - INFORMS.pdf (825.66 KB)
O.R. and music generation - INFORMS.pdf (825.66 KB).
2020. PerceptionGAN: Real-world image construction from provided text through perceptual understanding. 4th Int. Conf. on Imaging, Vision and Pattern Recognition (IVPR), and 9th Int. Conf. on Informatics, Electronics & Vision (ICIEV). perceptionGAN-preprint.pdf (2.83 MB)
perceptionGAN-preprint.pdf (2.83 MB).
2018. Perceptual evaluation of measures of spectral variance. Journal of the Acoustical Society of America. 143(6):3300–3311. jasa_an_dh_preprint.pdf (2.46 MB)
jasa_an_dh_preprint.pdf (2.46 MB).
2022. Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses. Arxiv preprint.
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2025. PRESENT: Zero-Shot Text-to-Prosody Control. IEEE Signal Processing Letters. 2408.06827v1.pdf (367.55 KB)
2408.06827v1.pdf (367.55 KB).
2018. Real-Time Binaural Auralization. ISTD. PhD NatalieAngus_PhD_Thesis_01Jul18.pdf (6.19 MB)
NatalieAngus_PhD_Thesis_01Jul18.pdf (6.19 MB).
2021. ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data. ACM Multimedia.
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2020. Regression-based music emotion prediction using triplet neural networks. Proceedings of the International Joint Conference on Neural Networks (IJCNN). 2001.09988.pdf (777.31 KB)
2001.09988.pdf (777.31 KB).
2021. Revisiting the Onsets and Frames Model with Additive Attention. Proceedings of the International Joint Conference on Neural Networks (IJCNN). 2104.06607.pdf (1.52 MB)
2104.06607.pdf (1.52 MB).
2025. Royalties in the age of AI: paying artists for AI-generated songs. WIPO Magazine.
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2014. Sampling the extrema from statistical models of music with variable neighbourhood search. ICMC/SMC. icmc_dh.pdf (1.07 MB)
icmc_dh.pdf (1.07 MB).
2020. Singing voice conversion with disentangled representations of singer and vocal technique using variational autoencoders. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 1912.02613.pdf (2.9 MB)
1912.02613.pdf (2.9 MB).
2018. Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy. Neural Computing and Applications. main.pdf (2.59 MB)
main.pdf (2.59 MB).
2022. Single Image Video Prediction with Auto-Regressive GANs. Sensors. 22:3533.
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2024. SNIPER Training: Variable Sparsity Rate Training For Text-To-Speech. Proc. of IEEE Tencon, Singapore. 2211.07283.pdf (435.22 KB)
2211.07283.pdf (435.22 KB).
2025. SonicMaster: Towards Controllable All-in-One Music Restoration and Mastering. arXiv:2508.03448. 2508.03448v2.pdf (3.31 MB)
2508.03448v2.pdf (3.31 MB).
2025. SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning. Proceedings of the 6th Conference on AI Music Creativity (AIMC 2025), Brussels, Belgium, September 10th - 12th, 2025.
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2018. The Structure of Chord Progressions Influences Listeners’ Enjoyment and Absorptive States in EDM. 15th International Conference on Music Perception and Cognition. Agres460_preprint_v2.pdf (387.15 KB)
Agres460_preprint_v2.pdf (387.15 KB).
2005. Tabu Search voor de optimalisatie van muzikale fragmenten. Faculty of Applied Economics. MSc Business Engineer Management Information Systems Thesis.pdf (1.25 MB)
Thesis.pdf (1.25 MB).
2016. Tension ribbons: Quantifying and visualising tonal tension. Second International Conference on Technologies for Music Notation and Representation (TENOR). 2:8-18. paper_tenor_dh_preprint_small.pdf (1.67 MB)
paper_tenor_dh_preprint_small.pdf (1.67 MB).
2025. Text2midi: Generating Symbolic Music from Captions. Proceedings of AAAI, Philadelphia. 2412.16526v2.pdf (569.51 KB)
2412.16526v2.pdf (569.51 KB).
2025. Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment. arXiv:2505.12669.
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2019. Towards emotion based music generation: A tonal tension model based on the spiral array. Proceedings of Cognitive Science (CogSci). CogSci_tension (1).pdf (610.91 KB)
CogSci_tension (1).pdf (610.91 KB).
2019. Towards robust audio spoofing detection: a detailed comparison of traditional and learned features. IEEE Access. 7:84229-84241. ieee_access_herremans.pdf (14.31 MB)
ieee_access_herremans.pdf (14.31 MB).
2025. Towards the future of education: cyber-physical learning. Discover Education. 4:1–16.
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2016. Uma abordagem baseada em programação linear inteira para a geração de solos de guitarra. XLVIII Simpósio Brasileiro de Pesquisa Operacional (SBPO). sbpo_dh.pdf (346.61 KB)
sbpo_dh.pdf (346.61 KB).
2022. Understanding Audio Features via Trainable Basis Functions. Arxiv preprint. 2204.11437.pdf (7.36 MB)
2204.11437.pdf (7.36 MB).
2021. Underwater Acoustic Communication Receiver Using Deep Belief Network. IEEE Transactions on Communications. :1-1. 2102.13397.pdf (12.87 MB)
2102.13397.pdf (12.87 MB).
2020. Unsupervised disentanglement of pitch and timbre for isolated musical instrument sounds. Proceedings of the International Society of Music Information Retrieval (ISMIR).
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2011. A Variable Neighborhood Search Algorithm for Composing First Species Counterpoint Musical Fragments. 2011017 wp_cp1.pdf (775.91 KB)
wp_cp1.pdf (775.91 KB).
2017. A variable neighborhood search algorithm to generate piano fingerings for polyphonic sheet music. International Transactions in Operational Research, Special Issue on Variable Neighbourhood Search. 24(3):509–535. ITOR_VNS_APF_preprint.pdf (840.28 KB)
ITOR_VNS_APF_preprint.pdf (840.28 KB).
2020. A variational autoencoder for music generation controlled by tonal tension. Joint Conference on AI Music Creativity (CSMC + MuMe). 2010.06230.pdf (622.82 KB)
2010.06230.pdf (622.82 KB).
2024. Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model. Expert Systems with Applications. 2311.00968.pdf (5.51 MB)
2311.00968.pdf (5.51 MB).
2017. Visualizing the evolution of alternative hit charts. The 18th International Society for Music Information Retrieval Conference (ISMIR) - Late Breaking Demo. dh_visualiation_preprint.pdf (5.34 MB)
dh_visualiation_preprint.pdf (5.34 MB).
2022. A white paper on cyberphysical learning. White paper, Singapore University of Technology and Design. LSL_WhitePaper_Cyber-physical-Campus-Higher-Education.pdf (6.98 MB)
LSL_WhitePaper_Cyber-physical-Campus-Higher-Education.pdf (6.98 MB)