Publications
Export 27 results:
Author Title Type [ Year
] Filters: First Letter Of Last Name is K [Clear All Filters]
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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).
2019. Development of Machine Learning for asthmatic and healthy voluntary cough - a proof of concept study. Applied Sciences. 9(14) applsci-09-02833.pdf (2.06 MB)
applsci-09-02833.pdf (2.06 MB).
2020. Acoustic prediction of flowrate: varying liquid jet stream onto a free surface. IEEE International Conference on Signal Processing and Communications (SPCOM). preprint flow.pdf (1.01 MB)
preprint flow.pdf (1.01 MB).
2020. Asthmatic versus healthy child classification based on cough and vocalised /a:/ sounds. The Journal of the Acoustical Society of America (JASA). 148, EL253
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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).
2021. Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds. Sensors. 21(16):5555. 2106.12174.pdf (6.52 MB)
2106.12174.pdf (6.52 MB).
2021. Musical stylometry: Characterisation of music. Multivariate Humanities.
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2022. Conditional Drums Generation using Compound Word Representations. EvoMUSART (EVO*) - Lecture Notes in Computer Science. 2202.04464.pdf (525.36 KB)
2202.04464.pdf (525.36 KB).
2022. HEAR 2021: Holistic Evaluation of Audio Representations. Proceedings of Machine Learning Research (PMLR): NeurIPS 2021 Competition Track. 2203.03022.pdf (406.58 KB)
2203.03022.pdf (406.58 KB).
2022. Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. 2206.10805.pdf (427.51 KB)
2206.10805.pdf (427.51 KB).
2022. A Machine Learning Approach for MIDI to Guitar Tablature Conversion. Sound and Music Computing Conference (SMC). 25.pdf (528.42 KB)
25.pdf (528.42 KB).
2022. A Machine Learning Approach for MIDI to Guitar Tablature Conversion. Sound and Music Computing Conference (SMC). 25.pdf (528.42 KB)
25.pdf (528.42 KB).
2022. MusIAC: An extensible generative framework for Music Infilling Application with multi-level Control. EvoMUSART. 2202.05528.pdf (893.23 KB)
2202.05528.pdf (893.23 KB).
2022. Single Image Video Prediction with Auto-Regressive GANs. Sensors. 22:3533.
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2022. Single Image Video Prediction with Auto-Regressive GANs. Sensors. 22:3533.
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2022. Understanding Audio Features via Trainable Basis Functions. Arxiv preprint. 2204.11437.pdf (7.36 MB)
2204.11437.pdf (7.36 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).
2023. A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling. Proceedings of the 37th AAAI Conference on Artificial Intelligence. 2212.00973.pdf (1.74 MB)
2212.00973.pdf (1.74 MB).
2023. MERP: A Music Dataset with Emotion Ratings and Raters’ Profile Information. Sensors - Intelligent Sensors. 23(1) sensors-23-00382 (2).pdf (1.21 MB)
sensors-23-00382 (2).pdf (1.21 MB).
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).
2025. Are we there yet? A brief survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges IEEE Transactions on Affective Computing. 2406.08809v1.pdf (156.19 KB)
2406.08809v1.pdf (156.19 KB).
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).
2025. Towards the future of education: cyber-physical learning. Discover Education. 4:1–16.
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2026. Development of Interpretable Deep Learning-based Segmentation Algorithm for Automated Assessment of Oral Diadochokinesis in Progressive Neurological Diseases. Journal of Speech, Language, and Hearing Research.
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2026. PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference. 19th International Natural Language Generation Conference (INLG).
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2026. Towards Unified Music Emotion Recognition across Dimensional and Categorical Models. Proceedings of the International Conference on Pattern Recognition (ICPR).