Rhyme-aware Chinese lyric generator based on GPT
Fuente:
arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
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| _version_ | 1866916362003152896 |
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| author | Yuan, Yixiao Huang, Yangchen Ma, Yu Li, Xinjin Li, Zhenglin Shi, Yiming Zhou, Huapeng |
| author_facet | Yuan, Yixiao Huang, Yangchen Ma, Yu Li, Xinjin Li, Zhenglin Shi, Yiming Zhou, Huapeng |
| contents | Neural language representation models such as GPT, pre-trained on large-scale corpora, can effectively capture rich semantic patterns from plain text and be fine-tuned to consistently improve natural language generation performance. However, existing pre-trained language models used to generate lyrics rarely consider rhyme information, which is crucial in lyrics. Using a pre-trained model directly results in poor performance. To enhance the rhyming quality of generated lyrics, we incorporate integrated rhyme information into our model, thereby improving lyric generation performance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2408_10130 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Rhyme-aware Chinese lyric generator based on GPT Yuan, Yixiao Huang, Yangchen Ma, Yu Li, Xinjin Li, Zhenglin Shi, Yiming Zhou, Huapeng Computation and Language Artificial Intelligence Neural language representation models such as GPT, pre-trained on large-scale corpora, can effectively capture rich semantic patterns from plain text and be fine-tuned to consistently improve natural language generation performance. However, existing pre-trained language models used to generate lyrics rarely consider rhyme information, which is crucial in lyrics. Using a pre-trained model directly results in poor performance. To enhance the rhyming quality of generated lyrics, we incorporate integrated rhyme information into our model, thereby improving lyric generation performance. |
| title | Rhyme-aware Chinese lyric generator based on GPT |
| topic | Computation and Language Artificial Intelligence |
| url | https://arxiv.org/abs/2408.10130 |