Publications
Export 15 results:
Author Title Type [ Year
] Filters: First Letter Of Last Name is C [Clear All Filters]
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2023. AffectMachine-Classical: a novel system for generating affective classical music. Frontiers in Psychology 14:1158172. doi: 10.3389/fpsyg.2023.1158172. 14:1158172:1-13.
(771.58 KB)
(771.58 KB).
2023. Know Thyself: Improving interoceptive ability through ambient biofeedback in the workplace. SIGHCI 2023 Proceedings.
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2023. MERP: A Music Dataset with Emotion Ratings and Raters’ Profile Information. Sensors. 23(382):1-23. (1.21 MB)
(1.21 MB).
2022. Computational Music Systems for Emotional Health and Wellbeing: A Review. ACM Special Interest Group on Computer–Human Interaction (SIGHCI) 2022. (347.85 KB)
(347.85 KB).
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)
(1.87 MB).
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).
2019. A closed-loop, music-based brain-computer interface for emotion mediation. PLoS ONE. 14(3):e0213516. (1.76 MB)
(1.76 MB).
2019. nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo. (399.08 KB)
(399.08 KB).
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)
(1.64 MB).
2018. Rhythmic Entrainment for Hand Rehabilitation Using the Leap Motion Controller. Proceedings of The 19th International Society of Music Information Retrieval (ISMIR) Conference. (476.62 KB)
(476.62 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. Harmonic Structure Predicts the Enjoyment of Uplifting Trance Music. Frontiers in Psychology. 7:1999. (1.15 MB)
(1.15 MB).
2016. The Effect of Repetitive Structure on Enjoyment in Uplifting Trance Music. In Proceedings of the 14th International Conference for Music Perception and Cognition (ICMPC). :280-282. (139.27 KB)
(139.27 KB).
2015. Co-occurrences of harmonics bootstrap pitch and tonality perception in music: Evidence from a statistical unsupervised learning model. CogSci 2015: The annual meeting of the Cognitive Science Society. (217.54 KB)
(217.54 KB).
2015. Probabilistic Segmentation of Musical Sequences using Restricted Boltzmann Machines. Mathematics and Computation in Music. 9110:323-334. (111.94 KB)
(111.94 KB)