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song-lyrics-generator's Introduction

Idol Song Lyrics Generator

Open In Colab

👆 가사 생성 실행 코드(Open in Colab)

❗ 프로젝트 소개

  • 목적: 세대별 아이돌 그룹 노래 가사 생성하기
  • 기간: 2021.02.18 ~ 2021.03.11
  • 팀원: 금지헌, 성유지, 이지현, 최정윤

❕ 사용 데이터셋


❕ 프로젝트 진행 일정

주차 일정 내용 과제 및 논의 코드
1주차 2021.02.22 데이터 전처리 토큰화, 벡터화 방식 고민
2주차 2021.02.25 어텐션, 트렌스포머 모델 적용 훈련 시간 대비 성능이 좋지 않음,
어떤 pre-trained 모델을 적용해볼 것인지
3주차 2021.03.01 GPT 모델 공부 및 적용 줄바꿈, special token의 문제
4주차 2021.03.04 세대별로 GPT fine-tuning,
첫 소절 넣어서 가사 생성하기
LDA, TF-IDF 방식을 이용한 세대별 키워드 도출
5주차 2021.03.11 최종발표 PPT

❕ 가사 생성 예시

1세대

2세대

3세대

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