Publications
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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) .
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2021. Sen2Seq: A Conditional seq2seq Framework for Generating Lead Sheets with Sentiment. Proceedings of the International Joint Conference on Neural Networks (IJCNN).
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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)
(6.65 MB).
2020. Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. 45th International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP 2020). (2.88 MB)
(2.88 MB).
2019. Change detection and schematic processing in music. Psychology of Music. 47(2):173-193.
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2019. A closed-loop, music-based brain-computer interface for emotion mediation. PLoS ONE. 14(3):e0213516. (1.76 MB)
(1.76 MB).
2019. A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG. IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC). (812.97 KB)
(812.97 KB).
2019. The impact of musical structure on enjoyment and absorptive listening states in trance music. Music and Consciousness 2: Worlds, Practices, Modalities. Edited by Ruth Herbert, David Clarke, and Eric Clarke
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2019. Re-Representing Metaphor: Modeling Metaphor Perception Using Dynamically Contextual Distributional Semantics. Frontiers in Psychology: Cognitive Science. 10(765):1-18. (2.11 MB)
(2.11 MB).
2018. Modelling Novice and Expert Listeners’ Ability to Detect Changes in Short Melodies. International Conference on Music Perception and Cognition. (93.32 KB)
(93.32 KB).
2018. The Structure of Chord Progressions Influences Listeners’ Enjoyment and Absorptive States in EDM. International Conference on Music Perception and Cognition. (387.15 KB)
(387.15 KB).
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)
(298.14 KB).
2017. Intelligibility of Sung Lyrics: A Pilot Study. International Society for Music Information Retrieval Conference (ISMIR). (288.5 KB)
(288.5 KB).
2016. Entraining IDyOT: timing in the information dynamics of thinking. Frontiers in Psychology: Auditory Cognitive Neuroscience. 7:1575 (2.85 MB)
(2.85 MB).
2015. From Distributional Semantics to Conceptual Spaces: A Novel Computational Method for Concept Creation. Journal of Artificial General Intelligence. 6(1):55-86. (289.07 KB)
(289.07 KB)