Publications
Probabilistic Segmentation of Musical Sequences using Restricted Boltzmann Machines. Mathematics and Computation in Music. 9110:323-334.
(111.94 KB)
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2015. 
An auditory twist on visual search using head movement controlled ambisonics. International Computer Music Conference.
(973.19 KB)
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2010. 
Conceptualizing Creativity: From Distributional Semantics to Conceptual Spaces. Proceedings of the Sixth International Conference on Computational Creativity.
(187.9 KB)
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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)
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2015. 
An information-theoretic account of musical expectation and memory. Proceedings of the 35th Annual Conference of the Cognitive Science Society.
(422.99 KB)
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2013. 
Meta4meaning: Automatic Metaphor Interpretation Using Corpus-Derived Word Associations. Proceedings of the Seventh International Conference on Computational Creativity.
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2016. Musical change deafness: The inability to detect change in a non-speech auditory domain. In B. C. Love, K. McRae, & V. M. Sloutsky (Eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society (pp. 969-974).
(352.36 KB)
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2008. 
The sparsity of simple recurrent networks in musical structure learning. Proceedings of the 31th Annual Conference of the Cognitive Science Society.
(591.97 KB)
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2009. 
The Structure of Chord Progressions Influences Listeners’ Enjoyment and Absorptive States in EDM. International Conference on Music Perception and Cognition.
(387.15 KB)
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2018. 
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)
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2016. 
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. 
The Information Dynamics of Thinking: a cognitive architecture for human creative cognition.
(61.62 KB)
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2016. 
Intelligibility of Sung Lyrics: A Pilot Study. International Society for Music Information Retrieval Conference (ISMIR).
(288.5 KB)
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2017. 
Modeling metaphor perception with distributional semantics vector space models. Workshop on Computational Creativity, Concept Invention, and General Intelligence.
(295.07 KB)
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2016. 
Modelling Novice and Expert Listeners’ Ability to Detect Changes in Short Melodies. International Conference on Music Perception and Cognition.
(93.32 KB)
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2018. 
Music and Motion-Detection: A Game Prototype for Rehabilitation and Strengthening in the Elderly. IEEE International Conference on Orange Technologies (ICOT 2017).
(1.77 MB)
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2017. 
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)
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2018. 
Schematic processing as a framework for learning and creativity in CBR and CC. Proceedings of the 23rd International Conference on Case-Based Reasoning. :151-155.
(112.03 KB)
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2015. 
Change detection and schematic processing in music. Psychology of Music.
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2018. Entraining IDyOT: timing in the information dynamics of thinking. Frontiers in Psychology: Auditory Cognitive Neuroscience. 7:1575
(2.85 MB)
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2016. 
Evaluation of Musical Creativity and Musical Metacreation Systems. ACM Comput. Entertain.. 14(3):3:1–3:33.
(393.86 KB)
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2016. 
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. Neural Computing and Applications.
(1.64 MB)
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In Press. 
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)
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2015. 
Harmonic Structure Predicts the Enjoyment of Uplifting Trance Music. Frontiers in Psychology. 7:1999.
(1.15 MB)
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2017. 
Information-Theoretic Properties of Auditory Sequences Dynamically Influence Expectation and Memory. Cognitive Science. 42:43-76.
(410.27 KB)
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2018. 
Musical expectancy: The influence of musical structure on emotional response. Behavioral and Brain Sciences. 31(5):584–585.
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2008. Workshop on Auditory Neuroscience, Cognition, and Modeling. Psychomusicology: Music, Mind, and Brain. 26(3):288-292.
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2016. The Learning Trajectory Of Musical Memory: From Schematic Processing Of Novel Melodies To Robust Musical Memory Representations. Cornell University, Department of Psychology. PhD
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2013.