Publications
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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)
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2018. 
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) .
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2023. Computational Music Systems for Emotional Health and Wellbeing: A Review. ACM Special Interest Group on Computer–Human Interaction (SIGHCI) 2022.
(347.85 KB)
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2022. 
nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo.
(399.08 KB)
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2019. 
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)
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2020. 
nnAudio: An on-the-fly GPU Audio toSpectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access. 8:161981-162003.
(6.65 MB)
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2020. 
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)
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2017. 