about my research
I conduct experiments and develop computational models aimed towards understanding pattern discovery, perception, and generation. The publications arising from my work cross boundaries between music, computing, psychology, mathematics, and statistics. Recently I had a paper accepted on cognition of tonality for Psychological Review (Impact Factor 9.8, and 3rd out of 126 journals in the category Psychology – Multidisciplinary).
If you are interested in working with me, you are welcome to get in touch to discuss opportunities. Over time I will be putting together a team dedicated to pushing the boundaries of music/cognitive psychology, music informatics research, and music composition. Research areas include (but are not limited to):
- Discovery of repeated patterns in music, visual, and other domains;
- Given a complex query such as ‘perfect cadence followed by homophonic texture’, retrieving the relevant musical event(s) from a digital score;
- Modelling an individual’s sense of musical expectancy and listening choices (for symbolic/audio input and listener context);
- Automatic composition assistants, and their effect on student education and work.
In terms of Leicester lifestyle, the Clarendon Park area is a very comfortable, affordable, and artistic place to be, with Victoria Park, bars, cafes, restaurants, delis, grocers, a butcher, curry houses, and its own arts festival called ArtBeat.
Designed by Ali Nikrang, Tom Collins, and Gerhard Widmer, the PatternViewer application plays an audio file of a piece synchronized to a point-set representation, where the colour of the points represents an estimate of the local key. The pendular graph in the top-left corner represents the piece’s repetitive structure, and can be clicked to find out about motifs, themes, and other repetitive elements. PatternViewer Version 1.0 is available now for download from here.
Here are some examples of music composed by humans, as well as computer-based music, which is produced by algorithmically combining existing music in new ways. Have a listen and see if you can tell who did what: human composer or computer based?
Scribble down your thoughts, send me your answers, and I'll tell you whodunnit! If you'd like to read more about the algorithms behind these examples, this article by my collaborators and I just came out. If you're struggling to get access to it, let me know and I can send a copy of the manuscript.