Publications
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2021. Music, Computing, and Health: A roadmap for the current and future roles of music technology for healthcare and well-being. Music & Science. 
Preprint for OSF_Agres, Schaefer, Volk, et al. (2021)_Music & Science_watermark.pdf (4.07 MB)
Preprint for OSF_Agres, Schaefer, Volk, et al. (2021)_Music & Science_watermark.pdf (4.07 MB).
2024. Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey. arXiv. 2402.17467 2402.17467.pdf (1.01 MB)
2402.17467.pdf (1.01 MB).
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).
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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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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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).
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).
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).
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).
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).
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).
2018. Blacklisted speaker identification using triplet neural networks. MCE2018 competition. SUTD_description.pdf (133.08 KB)
SUTD_description.pdf (133.08 KB).
2012. Composing Fifth Species Counterpoint Music With Variable Neighborhood Search. wp_cp5.pdf (508 KB)
wp_cp5.pdf (508 KB).
2024. Gamification and skills tree. Trends and Foresight Report on Cyber-Physical Learning.
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2014. Generating structured music using quality metrics based on Markov models. wp_bagana.pdf (1.7 MB)
wp_bagana.pdf (1.7 MB).
2014. Looking into the minds of Bach, Haydn and Beethoven: Classification and generation of composer-specific music. RPS-2014-001.pdf (575.42 KB)
RPS-2014-001.pdf (575.42 KB).
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).
2020. Data-driven 3D Scene Understanding. PhD
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2024. Modern Portfolio Construction with Advanced Deep Learning Models. SUTD. PhD Joel_Ong_Thesis.pdf (3.44 MB)
Joel_Ong_Thesis.pdf (3.44 MB).
2018. Real-Time Binaural Auralization. ISTD. PhD NatalieAngus_PhD_Thesis_01Jul18.pdf (6.19 MB)
NatalieAngus_PhD_Thesis_01Jul18.pdf (6.19 MB).
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)