20.500.12556/RUL-155137 Generating lyrics using constrained random walks on a word network In the paper we present an approach for automatic lyrics generation. From the American National Corpusof written texts we build a Word Network, which encodes word sequences. Lyrics are then generated by performing a constrained random walk over the Word Network. The constraints include the structure of the generated sentence, the rhythm of the lines of the stanza or the rhymes of the stanza itself. Lyrics are generated using each constraint individually and also using all three constraints at the same time. We tested the single constraint strategies using a toy example, while the results of the joint strategy were subject to human review. While the given properties of the toy example, were kept in the results, replicating the toy example perfectly proved a difficult task. The results of the questionnaire showed that lack of a deeper meaning and strange capitalization were the main reasons that our results did not appear as though they were written by a human. Avtomatsko generiranje besedil pesmi bazira na uporabi omejenih naključnih sprehodov po besednem omrežju Word Network, vzpostavljenem iz Ameriškega nacionalnega korpusa. Besedila se generirajo z upoštevanjem strukture stavka, ritma in rim. poetry generation Markov models network analysis semantics generiranje poezije Markovski modeli analiza omrežij semantika true false true Angleški jezik Slovenski jezik Članek v reviji 2024-03-21 10:34:21 2024-03-21 10:34:21 2024-03-22 04:12:22 0000-00-00 00:00:00 2024 0 0 Str. 131-140 no. 1 Vol. 48 Mar. 2024 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004 0350-5596 189731587 RAZ_Babnik_Ziga_2024.pdf RAZ_Babnik_Ziga_2024.pdf 1 0AA32012E254365C6ECED5E956DF01FE 7ea236c142d3000109948d354936b9106074965aad2f643b6c404a3e6ec4aa76 bd070a0b-e766-11ee-922d-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=181923 https://www.informatica.si/index.php/informatica/article/view/3366 1 33182d09-e766-11ee-922d-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=181922 Fakulteta za računalništvo in informatiko 0 0 0