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{ "pk": 25861, "title": "Cognitive representations of form in pop music: A probabilistic grammars\napproach", "subtitle": null, "abstract": "Cognitive representations of musical structure have long been of interest to psychologists and musicians. This\nproject addresses comprehension of and long-term memory for musical form, a debated topic in music cognition. We use three\nmethods: a corpus of Billboard magazine’s top 10 songs for each of the last 20 years; a probabilistic grammar derived from\nthis corpus; and an experiment testing predictions of the grammar. Two statistical analyses of the corpus are presented here,\ndealing with its zero- and first-order Markov properties. These provide a probablistic grammar of form in popular songs. We\nhave tested this grammar by prompted recall of listeners’ memory for popular songs they claim to know well. Recalls average\nover 70% correct; errors in these recalls most often correspond to low-frequency 2-tuples in our networks. Our results show\nthat listeners learn statistical regularities of form in popular music, much as they learn melodic and harmonic structure.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Member Abstracts", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/6dp4t90g", "frozenauthors": [ { "first_name": "Richard", "middle_name": "", "last_name": "Ashley", "name_suffix": "", "institution": "Northwestern University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2015-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/25861/galley/15485/download/" } ] }