Please use the following text to cite this item or export to a predefined format:
Štěpánková, Barbora, 2024,
Generator of Czech lyrics according to structure, LINDAT/CLARIAH-CZ digital library at the Institute of Formal and Applied Linguistics (ÚFAL),
http://hdl.handle.net/11234/1-5507.
| 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.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.identifier.uri | http://hdl.handle.net/11234/1-5507 |
| 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.label | PUB |
| 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 |
| local.branding | LINDAT / CLARIAH-CZ |
| local.contact.person | Barbora Štěpánková barca-stepankova@seznam.cz Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL) |
| local.files.count | 2 |
| local.files.size | 497818834 |
| local.has.files | yes |
| local.language.name | Czech |
| metashare.ResourceInfo#ContentInfo.detailedType | tool |
| metashare.ResourceInfo#ResourceComponentType#ToolServiceInfo.languageDependent | false |
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- Name
- OSCAR_GPT2_whole_syllables_keywords.pt
- Size
- 474.76 MB
- Format
- application/octet-stream
- Description
- 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
- MD5
- 19d9b4387218a325507bf34ea0bb4834
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- Name
- BUT_TINYLLAMA_whole_syllables_keywords_rhymes.pt
- Size
- 4.59 GB
- Format
- application/octet-stream
- Description
- pytorch model export
- MD5
- b66489b25613365ce3c67c19a77ca07a
The file preview has not been generated yet. Please try again later or contact the system administrator lindat-help@ufal.mff.cuni.cz