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Syllable-level lyrics generation from melody exploiting character-level language model. (arXiv:2310.00863v3 [cs.CL] UPDATED)
cs.CL updates on arXiv.org arxiv.org
The generation of lyrics tightly connected to accompanying melodies involves
establishing a mapping between musical notes and syllables of lyrics. This
process requires a deep understanding of music constraints and semantic
patterns at syllable-level, word-level, and sentence-level semantic meanings.
However, pre-trained language models specifically designed at the syllable
level are publicly unavailable. To solve these challenging issues, we propose
to exploit fine-tuning character-level language models for syllable-level
lyrics generation from symbolic melody. In particular, our method endeavors to
incorporate linguistic …
arxiv constraints cs.cl language language model language models lyrics mapping music notes patterns process semantic understanding word