Publications

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2026
Hung C-Y, Majumder N, Deng H, Renhang L, Ang Y, Herremans D., Wang Z, Poria S..  2026.  Action- and World Model-based Rewards Improve Vision-Language-Action Model Post-Training. NeurIPS workshop: Robot Learning with World Models: Capabilities, Frontiers, and Challenges.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Serra X, Alluri V, Balke S, Bello JPablo, Benetos E, Bogdanov D, Devaney J, Dixon S, Duan Z, Fazekas G et al..  2026.  AI and Music at a Crossroads: The Role of the Music Information Retrieval (MIR) Community in Shaping Trustworthy, Open, and Culturally Inclusive Music‑AI. Transactions of the International Society for Music Information Retrieval.
Zhong C., Wu S., Yu J., Wu W., Herremans D., Zhang K..  2026.  Formalizing Semi-Structured Interviews for Design Requirement Discovery: A Multi-Agent Framework for Clarification and Empathic Interaction. Available at SSRN 7199726.
Zhong C., Wu S., Yu J., Wu W., Herremans D., Zhang K..  2026.  Formalizing Semi-Structured Interviews for Design Requirement Discovery: A Multi-Agent Framework for Clarification and Empathic Interaction. Available at SSRN 7199726.
Wei M., Modrzejewski M., Sivaraman A., Herremans D..  2026.  Prevailing Research Areas for Music AI in the Era of Foundation Models. PMLR 303:1-23.
Wang K, Roy A., Quek B-K, Goh J, Herremans D.  2026.  To Embody or Not: The Effect Of Embodiment On User Perception Of LLM-based Conversational Agents. IEEE Tencon.
2025
Lanzendörfer L.A., Lu T., Perraudin N., Herremans D., Wattenhofer R..  2025.  Coarse-to-Fine Text-to-Music Latent Diffusion. Proceedings of ICASSP.
Song M., Liu R., Wang X, Jiang Y, Xie P, Huang F, Zhou J, Herremans D., Poria S..  2025.  Demystifying deep search: a holistic evaluation with hint-free multi-hop questions and factorised metrics. arXiv:2510.05137.
Wickramasinghe S., Das B., Herremans D..  2025.  Smart Timing for Mining: A Deep Learning Framework for Bitcoin Hardware ROI Prediction. PDF icon 2512.05402v1.pdf (908 KB)
Bhandari K., Roy A., Wang K., Puri G., Colton S., Herremans D..  2025.  Text2midi: Generating Symbolic Music from Captions. Proceedings of AAAI, Philadelphia. PDF icon 2412.16526v2.pdf (569.51 KB)
Sockalingam N., Lo K., Teo J., Wei C.C., Chow D., Herremans D., Jun M.L.M., Kurniawan O., Wang Y., Leong P.K.  2025.  Towards the future of education: cyber-physical learning. Discover Education. 4:1–16.
Sockalingam N., Lo K., Teo J., Wei C.C., Chow D., Herremans D., Jun M.L.M., Kurniawan O., Wang Y., Leong P.K.  2025.  Towards the future of education: cyber-physical learning. Discover Education. 4:1–16.
2024
Lanzendörfer L.A., Lu T., Perraudin N., Herremans D., Wattenhofer R..  2024.  Coarse-to-Fine Text-to-Music Latent Diffusion. Audio Imagination: NeurIPS 2024 Workshop.
Wang K., Herremans D..  2024.  DisfluencySpeech -- Single-Speaker Conversational Speech Dataset with Paralanguage. Proc. of IEEE Tencon, Singapore.
2022
Turian J, Shier J, Khan HRaj, Raj B, Schuller BW, Steinmetz CJ, Malloy C, Tzanetakis G, Velarde G, McNally K et al..  2022.  HEAR 2021: Holistic Evaluation of Audio Representations. Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track. PDF icon 2203.03022.pdf (406.58 KB)
Cheuk K.W., Choi K., Kong Q., Li B., Won M., Hung A., Wang J.-C., Herremans D..  2022.  Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. PDF icon 2206.10805.pdf (427.51 KB)
Cheuk K.W., Choi K., Kong Q., Li B., Won M., Hung A., Wang J.-C., Herremans D..  2022.  Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. PDF icon 2206.10805.pdf (427.51 KB)
2021
Wang K., Tekler Z., Cheah L., Herremans D., Blessing L..  2021.  Evaluating the Effectiveness of an Augmented Reality Game Promoting Environmental Action. Sustainability. 13(24):13912.PDF icon sustainability-13-13912.pdf (16.23 MB)
2015
Herremans D., Weisser S., Sörensen K., Conklin D..  2015.  Generating music with an optimization algorithm using a Markov based objective function. ORBEL29, Belgian Conference on Operations Research. PDF icon orbel29abs.pdf (138.67 KB)
Herremans D., Weisser S., Sörensen K., Conklin D..  2015.  Generating structured music for bagana using quality metrics based on Markov models. Expert Systems With Applications. 42 (21)(21):424–7435.PDF icon paper-bagana.pdf (1.73 MB)
2014
Herremans D., Weisser S., Sörensen K., Conklin D..  2014.  Generating structured music using quality metrics based on Markov models. PDF icon wp_bagana.pdf (1.7 MB)
Herremans D., Weisser S., Sörensen K., Conklin D..  2014.  Markov Based Quality Metrics For Generating Structured Music With Optimization Techniques. Digital Music Research Network (DMNR+9). PDF icon dmrn9_dh.pdf (133.29 KB)