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dc.contributor.author Štěpánková, Barbora
dc.date.accessioned 2024-05-23T13:18:40Z
dc.date.available 2024-05-23T13:18:40Z
dc.date.issued 2024-04-01
dc.identifier.uri http://hdl.handle.net/11234/1-5507
dc.description Fine-tuned Czech TinyLlama model (https://huggingface.co/BUT-FIT/CSTinyLlama-1.2B) and Czech GPT2 small model (https://huggingface.co/lchaloupsky/czech-gpt2-oscar) to generate lyrics of song sections based on the provided syllable counts, keywords and rhyme scheme. The TinyLlama-based model yields better results, however, the GPT2-based model can run locally. Both models are discussed in a Bachelor Thesis: Generation of Czech Lyrics to Cover Songs.
dc.language.iso ces
dc.publisher Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
dc.rights The MIT License (MIT)
dc.rights.uri http://opensource.org/licenses/mit-license.php
dc.source.uri https://github.com/stepankovab/Generation-of-Czech-Lyrics-to-Cover-Songs
dc.subject Song lyrics generation
dc.title Generator of Czech lyrics according to structure
dc.type toolService
metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent false
metashare.ResourceInfo#ContentInfo.detailedType tool
dc.rights.label PUB
has.files yes
branding LINDAT / CLARIAH-CZ
contact.person Barbora Štěpánková barca-stepankova@seznam.cz Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)
files.size 5422425677
files.count 2


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OSCAR_GPT2_whole_syllables_keywords.pt
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Fine-tuned Czech GPT2 small model (https://huggingface.co/lchaloupsky/czech-gpt2-oscar) to generate lyrics of song sections based on the provided syllable counts and keywords
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BUT_TINYLLAMA_whole_syllables_keywords_rhymes.pt
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pytorch model export
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