음악 감정 분석을 통한 키네틱 타이포그래피 자막 자동 생성 서비스Automatic Generation Subtitle Service with Kinetic Typography according to Music Sentimental Analysis
- Other Titles
- Automatic Generation Subtitle Service with Kinetic Typography according to Music Sentimental Analysis
- Authors
- 지영서; 이하람; 임순범
- Issue Date
- Aug-2021
- Publisher
- 한국멀티미디어학회
- Keywords
- music sentimental analysis; rhythm analysis; kinetic typography
- Citation
- 멀티미디어학회논문지, v.24, no.8, pp 1184 - 1191
- Pages
- 8
- Journal Title
- 멀티미디어학회논문지
- Volume
- 24
- Number
- 8
- Start Page
- 1184
- End Page
- 1191
- URI
- https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/146472
- DOI
- 10.9717/kmms.2021.24.8.1184
- ISSN
- 1229-7771
2384-0102
- Abstract
- In a pop song, the creator's intention is communicated to the user through music and lyrics. Lyric meaning is as important as music, but in most cases lyrics are delivered to users in a static form without non-verbal cues. Providing lyrics in a static text format is inefficient in conveying the emotions of a music. Recently, lyrics video with kinetic typography are increasingly provided, but producing them requires expertise and a lot of time. Therefore, in this system, the emotions of the lyrics are found through the analysis of the text of the lyrics, and the deep learning model is trained with the data obtained by converting the melody into a Mel-spectrogram format to find the appropriate emotions for the music. It sets properties such as motion, font, and color using the emotions found in the music, and automatically creates a kinetic typography video. In this study, we tried to enhance the effect of conveying the meaning of music through this system.
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