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'AI Hiphop lyrics Generator๐ŸŽ™' project which makes hiphop lyrics based on a few user's keywords liks 'love', 'money'.

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๐ŸŽ™Text2Hip

  • ๋ณธ ์ €์žฅ์†Œ๋Š” ํ‰์–ด์ฒด์˜ ๋ฌธ์žฅ ๋˜๋Š” ๋‹จ์–ด๋ฅผ ๋”ฅ๋Ÿฌ๋‹์„ ํ†ตํ•ด ํž™ํ•ฉ์Šค๋Ÿฝ๊ฒŒ ํƒˆ๋ฐ”๊ฟˆํ•˜๋Š” Text-to-Hip ํ”„๋กœ์ ํŠธ๋ฅผ ์ •๋ฆฌํ•œ ๊ณต๊ฐ„์ž…๋‹ˆ๋‹ค.
  • 'ํž™๋ฆฐ์ด(ํž™ํ•ฉ ์ž…๋ฌธ์ž๐Ÿ˜)'๋“ค์˜ ํž™ํ•ฉ ์ž‘์‚ฌ๋ฅผ ๋•์ž๋Š” ์ทจ์ง€๋กœ ์ง„ํ–‰ํ•œ ํ”„๋กœ์ ํŠธ์ž…๋‹ˆ๋‹ค.

๐Ÿƒโ€โ™‚๏ธํ”„๋กœ์ ํŠธ ๊ธฐ๊ฐ„

  • 2020.06~2020.07

๐Ÿฑโ€๐Ÿš€ํ”„๋กœ์ ํŠธ ๊ฒฐ๊ณผ

  • ํ”„๋กœ์ ํŠธ ์†Œ๊ฐœ ์˜์ƒ: https://cafe.naver.com/bitamin123/1586
  • ๋ฐœํ‘œ ์ž๋ฃŒ๋Š” ์—ฌ๊ธฐ์—์„œ ๋ณด์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ๋ฐœํ‘œ ์˜์ƒ ๋‹ค์šด๋กœ๋“œ
  • ์ฃผ์š” ๋‚ด์šฉ
    LDA: ํ…์ŠคํŠธ๋กœ๋ถ€ํ„ฐ ํ•ต์‹ฌ ํ‚ค์›Œ๋“œ๋ฅผ ์ถ”์ถœํ•ฉ๋‹ˆ๋‹ค.
    Transformer: LDA๋ฅผ ํ†ตํ•ด ์ถ”์ถœํ•œ ํ•ต์‹ฌ ๋‚ด์šฉ์„ ํž™ํ•ฉ์Šค๋Ÿฝ๊ฒŒ ๋ณ€ํ™˜ํ•ฉ๋‹ˆ๋‹ค.
    Rhyme Optimization: ํ•œ๊ตญ์–ด ์Œ์šด๊ทœ์น™ ๊ธฐ๋ฐ˜์˜ ์šด์œจ ์ตœ์ ํ™” ๊ณผ์ •์„ ํ†ตํ•ด ๋ชจ๋ธ๋กœ๋ถ€ํ„ฐ ์–ป์€ ํž™ํ•ฉ ๊ฐ€์‚ฌ์˜ ์šด์œจ์„ ๊ทน๋Œ€ํ™”ํ•ฉ๋‹ˆ๋‹ค.
    • ์šด์œจ ์ตœ์ ํ™” ๊ทœ์น™์€ ์—ฌ๊ธฐ๋ฅผ ์ฐธ๊ณ ํ•ด์ฃผ์„ธ์š”.

๐Ÿ‘ฉโ€๐Ÿ‘งโ€๐Ÿ‘งํ”„๋กœ์ ํŠธ ์ฐธ์—ฌ ์ธ์›

๐Ÿ‘€์‹ค์น˜ ๋ฐ ํ•™์Šต

  • Clone repository
    git clone https://github.com/bogus215/TextToHip.git

  • Construct environment
    pip install -r requirements.txt

  • Train
    cd ./TextToHip/Transformer
    python run.py

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'AI Hiphop lyrics Generator๐ŸŽ™' project which makes hiphop lyrics based on a few user's keywords liks 'love', 'money'.

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