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dc.contributor.author
Balabdaoui, Fadoua
dc.contributor.author
Kulagina, Yulia
dc.date.accessioned
2024-02-09T11:22:55Z
dc.date.available
2023-03-27T03:10:25Z
dc.date.available
2023-03-30T13:50:25Z
dc.date.available
2024-02-09T11:22:55Z
dc.date.issued
2023
dc.identifier.issn
1751-3480
dc.identifier.issn
1751-3472
dc.identifier.other
10.1080/17513472.2023.2186727
en_US
dc.identifier.uri
http://hdl.handle.net/20.500.11850/604993
dc.identifier.doi
10.3929/ethz-b-000604993
dc.description.abstract
In this article, we use a simple method to generate words from a pool of several songs. The approach is based on fitting a finite mixture of geometric probability mass functions to the distribution of the frequencies of the words as they occur in the pool. The classification of the lyrics with the estimated probabilities of belonging to each of the class yields a way of generating a given number words. This statistical procedure can be complemented with human composition of a poem using the generated lyrics. An application with 63 songs of Frank Sinatra illustrates how the methodology was used to compose the new poem Young.
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
Taylor & Francis
en_US
dc.rights.uri
http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject
Artificial intelligence
en_US
dc.subject
classification
en_US
dc.subject
completely monotone
en_US
dc.subject
Frank Sinatra
en_US
dc.subject
mixture models
en_US
dc.subject
poetry
en_US
dc.subject
text generation
en_US
dc.title
Randomly generated lyrics using mixture models: the poem that Frank Sinatra never sang
en_US
dc.type
Journal Article
dc.rights.license
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
dc.date.published
2023-03-10
ethz.journal.title
Journal of Mathematics and the Arts
ethz.journal.volume
17
en_US
ethz.journal.issue
3-4
en_US
ethz.pages.start
391
en_US
ethz.pages.end
404
en_US
ethz.version.deposit
publishedVersion
en_US
ethz.identifier.wos
ethz.publication.place
London
en_US
ethz.publication.status
published
en_US
ethz.date.deposited
2023-03-27T03:10:37Z
ethz.source
WOS
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2024-02-09T11:22:56Z
ethz.rosetta.lastUpdated
2024-02-09T11:22:56Z
ethz.rosetta.versionExported
true
ethz.COinS
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