Generator of Czech lyrics according to structure

Generator of Czech lyrics according to structure

LINDAT / CLARIAH-CZ

Authors: Štěpánková, Barbora

Item identifier: http://hdl.handle.net/11234/1-5507

Project URL: https://github.com/stepankovab/Generation-of-Czech-Lyrics-to-Cover-Songs

Date issued: 2024-04-01

Type: toolService

Language(s): Czech

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.

Publisher: Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics (UFAL)

Subject(s): Song lyrics generation

Collection(s): LINDAT / CLARIAH-CZ Data & Tools

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Name: OSCAR_GPT2_whole_syllables_keywords.pt
Size: 474.76 MB
Format: Unknown
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

Name: BUT_TINYLLAMA_whole_syllables_keywords_rhymes.pt
Size: 4.59 GB
Format: Unknown
Description: pytorch model export
MD5: b66489b25613365ce3c67c19a77ca07a