Publications

Journal 

Hee, H.I., Balamurali, BT., Karunakaran, A., Herremans, D., Teoh, O.H., Lee, K.P., Teng, S.S. Lui, S., Chen, J.M. 2019. “Development of Machine Learning for asthmatic and healthy voluntary cough – a proof of concept study”. Acoustics and Vibrations, Applied Sciences, MDPI.

Lin, K.W. Edward, Lui, S., Chen, J. M., & Herremans, D. 2019. “Towards robust audio spoofing detection: a detailed comparison of traditional and learned features”. IEEE Access.

Lin, K.W. Edward, BT, B., Koh, E., Lui, S., Herremans D.. 2018. “Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy”. Neural Computing and Applications. [pdf]

Agus N., Anderson H., Chen J.M., Lui S., Herremans D.. 2018. “Minimally Simple Binaural Room Modelling Using a Single Feedback Delay Network”. Journal of the Audio Engineering Society. 66(10):791-807. [pdf]

Agus, N., Anderson, H., Chen, J. M., Lui, S., & Herremans, D. 2018. “Perceptual evaluation of measures of spectral variance”. The Journal of the Acoustical Society of America, 143(6), 3300-3311. [pdf]

Anderson, H., Agus, N., Chen, J. M., & Lui, S. 2017. “Modeling the Proportion of Early and Late Energy in Two-Stage Reverberators”. Journal of the Audio Engineering Society, 65(12), 1017-1031. [pdf]

Khwaja, M. K., Vikash, P., Arulmozhivarman, P., & Lui, S. 2016. “Robust phoneme classification for automatic speech recognition using hybrid features and an amalgamated learning model”, International Journal of Speech Technology, Springer, pp. 1-11. [pdf]

Konstantinos, T, and Lui, S. 2016. “Modeling Affective Responses to Music using Audio Signal Analysis and Physiology”. Music, Mind, and Embodiment, Springer, pp.346-357. [pdf]

Lui, S., Horner, A., and So, C. 2010. “Re-targeting expressive musical style from classical music recordings using a support vector machine”, Journal of the Audio Engineering Society (JAES), Vol. 58, No. 12, pp. 1032-1044. [pdf]

Lui, S., Horner, A., and Ayers, L. 2006. “MIDI to SP-MIDI Transcoding Using Phrase Stealing”, IEEE Transactions on Multimedia, Volume 13, Issue 2, pp.52-59. [pdf]

Conferences

Hu, S., Zhang, B., Liang, B., Zhao, E., and Lui, S. 2020. “Phase-aware music super-resolution using generative adversarial networks”. Interspeech 2020. (to appear)

Zhao, D., Lee, J. S. A., Tan, C. T., Dancu, A., Lui, S., Shen, S., & Mueller, F. F. 2019. GameLight-Gamification of the Outdoor Cycling Experience. In Companion Publication of the 2019 on Designing Interactive Systems Conference 2019 Companion (pp. 73-76). ACM.

Agres, K., Lui, S., Herremans, D.. 2019. “A novel music-based game with motion capture to support cognitive and motor function in the elderly”, 2019 IEEE Conference on Games (CoG).

Upadhyay, R., & Lui, S. 2018. “Foreign English Accent Classification Using Deep Belief Networks”. In 2018 IEEE 12th International Conference on Semantic Computing (ICSC). [pdf]

Lin, K.W. Edward, Koh, E., Grunberg, D. and Lui, S. 2017. “Design Of A Convolutional Neural Network For Separating Singing Voice From Monaural Pop Music”. The 18th International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China. [pdf]

Murad, D., Ye, F., Shenoy, A., Barone, M., Lui, S. and Wang, Y. 2017. “Prototype for motion initiated music ensemble with sensors (mimes)”. The 18th International Society for Music Information Retrieval Conference (ISMIR), Suzhou, China. [pdf]

Lui, S. and Grunberg, D. 2017. “Using skin conductance to evaluate the effect of music silence to relieve and intensify arousal”. The 2017 IEEE International Conference on Orange Technologies (ICOT), Singapore. [pdf]

Fang, J., Grunberg, D., Lui, S. and Wang, Y. 2017. “Development of a Music Recommendation System for Motivating Exercise”. The 2017 IEEE International Conference on Orange Technologies (ICOT), Singapore. [pdf]

Hee, H.I., Chen, J. and Lui, S. 2017. “An intuitive interactive platform for preoperative communication between hospital and patients/caregivers – towards community partnership for peri-operative person based healthcare model”. Connected Health Conference 2017, Boston, MA. [pdf]

Lin, K.W. Edward, Anderson, H., So, C. and Lui, S. 2017. “Sinusoidal Partials Tracking for Singing Analysis Using the Heuristic of the Minimal Frequency and Magnitude Difference”. Interspeech 2017, Stockholm, Sweden. [pdf]

Upadhyay, R. and Lui, S. 2017. “Taxi Fare Rate Classification using Deep Networks”, In Proceedings of the 18th Portuguese Conference on Artificial Intelligence (EPIA ’17), Porto. [pdf]

Lee, H., Young, A., Lui, S., Vaniyar, A. and Balasubramanian, G. 2016. “Design Exploration for the Squeezable Interaction”. 28th Australian Conference on Human-Computer Interaction (OzCHI 2016), Tasmania, Australia. [pdf]

Chandramouli, M., and Lui, S. 2015. “Teaching Additive Manufacturing (3D printing) Using an Interactive Virtual Reality-based Graphics Framework”, The NASA Academy of Aerospace Quality (AAQ) workshop 2015. [pdf]

Tan, C.T., Ryrne, R., Lui, S., Liu, W., and Mueller, F. 2015.  “JoggAR: a mixed-modality AR approach for technology-augmented jogging”, SIGGRAPH Asia 2015 Symposium on Mobile Graphics and Interactive Applications. [pdf]

Anderson, H., Lin, K.W. Edward, So, C. and Lui, S. 2015. “Flatter Frequency Response from Feedback Delay Network Reverbs”. 2015 International Computer Music Conference (ICMC), Texas, Denton. [pdf]

Lee, T.H., Kumar, T.A., Manish, R.V. and Lui, S. 2015. “Binaural Navigation for the Visually Impaired with a Smartphone”. 2015 International Computer Music Conference (ICMC), Texas, Denton. [pdf]

Konstantinos, T, and Lui, S. 2015. “Temporal dynamics and modeling of musical emotions using a multi-component approach”. The 9th Triennial Conference of the European Society for the Cognitive Sciences of Music (ESCOM), Manchester. [pdf]

Konstantinos, T, and Lui, S. 2015. “Modeling Affective Responses to Music using Audio Signal Analysis and Physiology”. The 11th International Symposium on Computer Music Multidisciplinary Research (CMMR), Plymouth. [pdf]

Leslie, G., Picard, R., Lui, S. 2015. “An EEG and Motion Capture Based Expressive Music Interface for Affective Neurofeedback,” The 1st International Workshop on Brain-Computer Interfacing, Plymouth. [pdf]

Lui, S. 2015. “Generate expressive music from picture with a handmade multi-touch music table”. The 15th International Conference on New Interfaces for Musical Expression (NIME), Baton Rouge. [pdf]

Anderson, H., Lin, K.W. Edward, Lui, S. 2015. “Major Thirds: A Better Way to Tune Your iPad”. The 15th International Conference on New Interfaces for Musical Expression (NIME), Baton Rouge. [pdf]

Lin, K.W. Edward, Anderson, H., Hamzeen, H. and Lui, S. 2014. “Implementation and Evaluation of Real-Time Interactive User Interface Design in Self-learning Singing Pitch Training Apps”. 2014 International Computer Music Conference (ICMC), Athens.  [pdf]

Lui, S. 2014. ” A real time common chord progression guide on the smartphone for jamming pop song on the music keyboard”. The 14th International Conference on New Interfaces for Musical Expression (NIME), London. [pdf]

Lin, K.W. Edward, Feng, T., Agus, N., So, C., and Lui, S. 2014. “Modelling Mutual Information Between Voiceprint and Optimal Number of Mel-frequency Cepstral Coefficients in Voice Discrimination”. The 13th International Conference on Machine Learning and Applications (ICMLA), Detroit. [pdf]

Lin, K.W. Edward, Anderson, H., Agus, N., So, C., and Lui, S. 2014. “Visualising Singing Style Under Common Musical Events Using Pitch-Dynamics Trajectories and Modified TRACLUS Clustering”. The 13th International Conference on Machine Learning and Applications (ICMLA), Detroit. [pdf]

Lee, C. Lui, S. 2014. “Visualization of time-varying joint development of pitch and dynamics for speech emotion recognition” 167th meeting of the Acoustical Society of America (ASA), Providence, Rhode Island. [pdf]

Lui, S. 2013. “A preliminary analysis of the continuous axis value of the three-dimensional PAD speech emotional state model”. The 16th  International Conference on Digital Audio Effects (DAFx), Maynooth, Ireland. [pdf]

Lui, S. 2013. “A Music Timbre Self-training Tool On Mobile Device Using Volume Normalized Simplified Spectral Information”. 2013 International Computer Music Conference (ICMC), Perth.

Lui, S. 2013. “A Compact Spectrum-Assisted Human Beatboxing Reinforcement Learning Tool On Smartphone”, The 13th International Conference on New Interfaces for Musical Expression (NIME), Daejeon. [pdf]

Jun, J. H., Sunardi, Wang, L., Matthys, J. W., Lui, S, and Gu, Y. 2012. “Sensor-enabled Yo-yos as New Musical Instruments”. The 11th ACM/IEEE Conference on Information Processing in Sensor Networks, Beijing. [pdf]

Lui, S., Horner, A. 2009. “Re-targeting expressive musical style using machine learning method”, The 12th edition of the International Conference on Digital Audio Effects (DAFx), Como. [pdf]

Lui, S., Horner, A., and Ayers, L. 2006. “An Intelligent SP-MIDI Polyphonic Reduction Algorithm”, 2006 International Computer Music Conference (ICMC), New Orleans.

Technical Report

Agus, N., Anderson, H., Chen, J. M., & Lui, S. 2017. “Energy-Based Binaural Acoustic Modeling”, Technical Report. The Information Systems Technology and Design Pillar, Singapore University of Technology and Design. [pdf]

Invited Article

Lui, S. “Challenges and Opportunities in Mobile Game Development”. The Bridge, IEEE-HKN, pp 14-16. [pdf] [URL]

Professional Service

Co-chair

  • Music co-chair. The 18th International Society for Music Information Retrieval Conference (ISMIR) 2017.

Technical Program Committee Member

  • New Interfaces for Musical Expression (NIME)
  • International Conference on Digital Audio Effects (DAFx)
  • International Computer Music Conference (ICMC)
  • IEEE International Conference on Teaching, Assessment and Learning for Engineering (IEEE TALE)
  • International Conference on Information Systems Security (ICISS)

Editorial Review Board

  • Journal of Audio Engineering Society (JAES)
  • The Journal of the Acoustical Society of America (JASA)
  • Computer Music Journal (CMJ)
  • IEEE Transactions on Audio, Speech, and Language Processing (TASLP)
  • IEEE Multimedia
  • International Journal of Mobile Human Computer Interaction (IJMHCI)
  • John Wiley & Sons, Ltd

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