Publications

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Chuan C-H, Agres K, Herremans D.  2018.  From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. Neural Computing and Applications. https://doi.org/10.1007/s00521-018-3923-1 (1.64 MB)
Chua P, Agres K, Nanayakkara S.  2023.  Know Thyself: Improving interoceptive ability through ambient biofeedback in the workplace. Pre-ICIS (International Conference on Information Systems) Workshop Special Interest Group on Human Computer Interaction (Pre-ICIS SIGHCI 2023) .
Chua P, Gupta C, Agres KR, Nanayakkara S.  2022.  Computational Music Systems for Emotional Health and Wellbeing: A Review. ACM Special Interest Group on Computer–Human Interaction (SIGHCI) 2022.  (347.85 KB)
Cheuk K.W., Agres K., Herremans D..  2019.  nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo.  (399.08 KB)
Cheuk K.W., Agres K., Herremans D..  2020.  The impact of Audio input representations on neural network based music transcription. Proceedings of the International Joint Conference on Neural Networks (IJCNN).  (1.87 MB)
Cheuk KWai, Anderson H, Agres K, Herremans D.  2020.  nnAudio:  An on-the-fly GPU Audio toSpectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access. 8:161981-162003. (6.65 MB)
Cancino-Chacon C, Grachten M, Agres K.  2017.  From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models. International Society for Music Information Retrieval Conference (ISMIR).  (298.14 KB)