Rhyme-aware Chinese lyric generator based on GPT

• URL: http://arxiv.org/abs/2408.10130v1
• Date: Mon, 19 Aug 2024 16:17:20 GMT
• Title: Rhyme-aware Chinese lyric generator based on GPT
• Authors: Yixiao Yuan, Yangchen Huang, Yu Ma, Xinjin Li, Zhenglin Li, Yiming Shi, Huapeng Zhou,
• Abstract summary: GPT, pre-trained on large-scale corpora, can effectively capture rich semantic patterns from plain text. However, existing pre-trained language models used to generate lyrics rarely consider rhyme information, which is crucial in lyrics.
• Score: 1.2813386930534034
• License: http://creativecommons.org/licenses/by/4.0/
• Abstract: 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.

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