• Title/Summary/Keyword: Lyrics Analysis

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GAN-based Dance Performance Visual Background Generation Method using Emotion Analysis on Lyrics (가사의 감정 분석을 이용한 GAN 기반 댄스 공연 배경 생성 방법)

  • Yoon, Hyewon;Kwak, Jeonghoon;Sung, Yunsick
    • Annual Conference of KIPS
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    • 2020.05a
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    • pp.530-531
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    • 2020
  • 최근 인공지능을 활용하여 예술 작품에 몰입할 수 있도록 무대 효과를 디자인하는 연구가 진행되고 있다. 무대 효과 중에서 무대 배경은 공연의 분위기를 형성한다. 춤의 장르별로 무대 배경에 사용되는 이미지를 생성하기 위해 소셜 미디어 기반 무대 배경 생성 시스템이 있다. 하지만 같은 장르 춤은 동일한 무대 배경 이미지가 제공되는 문제가 있다. 같은 장르의 춤이지만 노래의 분위기를 반영하여 차별된 무대 배경 이미지를 제공하는 것이 필요하다. 본 논문은 노래 가사의 감정을 활용하여 Generative Adversarial Network(GAN)을 통해 각 노래의 분위기를 고려한 무대 배경 이미지를 생성하는 방법을 제안한다. GAN은 노래에 포함된 단락별 감정 단어를 추출하여 스타일을 생성하도록 학습된다. 학습된 GAN은 노래 가사에 포함된 감정 단어를 활용하여 곡의 분위기를 반영한 무대 배경 이미지를 생성한다. 노래 가사를 고려하여 무대 배경 이미지를 생성함으로써 곡의 분위기가 고려된 무대 배경 이미지 생성이 가능하다.

Rapping as a Means of Improving Self-Expression: A Case Study of Adolescent Survivors of Childhood Cancer (소아암 완치 청소년의 자기표현 경험을 위한 랩 만들기 사례)

  • Choi, Jieun
    • Journal of Music and Human Behavior
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    • v.16 no.2
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    • pp.27-51
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    • 2019
  • This case study aimed to investigate changes in self-expression following participation in a rap making program with adolescent survivors of childhood cancer. The rap making program was constructed based on the contextual support music therapy model. Three adolescent survivors of childhood cancer participated in six 80-minute individual sessions. During the sessions, each participant engaged in the following tasks: song discussion, lyric creation, and rapping over a selected beat. At pre and posttest, the Self-Expression Scale was completed by participants. Their verbal expressions lyrics were observed during the sessions, and individual interviews with the participants were conducted at the completion of the program. The results demonstrated that the mean rating of the Self-Expression Scale increased after the rap making intervention. Analysis of the participants' verbal expressions and lyrics demonstrated that participants were experiencing difficulties adjusting to school that they wanted to resolve. Furthermore, the analysis of the interviews at posttest found that participants experienced positive changes in self-perception, self-expression, and expectations for their future, compared to the pretest when the participants expressed negative self-perceptions due to difficulties in interpersonal relationships at school and physical limitations. This indicates that rap making can be an effective resource for providing this population with the means to recognize positive attributes about themselves and improve self-expression.

Contents Analysis and Synthesis Scheme for Music Album Cover Art

  • Moon, Dae-Jin;Rho, Seung-Min;Hwang, Een-Jun
    • Journal of IKEEE
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    • v.14 no.4
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    • pp.305-311
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    • 2010
  • Most recent web search engines perform effective keyword-based multimedia contents retrieval by investigating keywords associated with multimedia contents on the Web and comparing them with query keywords. On the other hand, most music and compilation albums provide professional artwork as cover art that will be displayed when the music is played. If the cover art is not available, then the music player just displays some dummy or random images, but this has been a source of dissatisfaction. In this paper, in order to automatically create cover art that is matched with music contents, we propose a music album cover art creation scheme based on music contents analysis and result synthesis. We first (i) analyze music contents and their lyrics and extract representative keywords, (ii) expand the keywords using WordNet and generate various queries, (iii) retrieve related images from the Web using those queries, and finally (iv) synthesize them according to the user preference for album cover art. To show the effectiveness of our scheme, we developed a prototype system and reported some results.

Using Film Music for Second Language, Target Culture, and Ethics Education: With Reference to the OST of The Lion King (제 2언어, 문화 및 윤리 교육 자료로서의 영화 음악 활용: 라이온 킹 OST를 중심으로)

  • Kim, Hye-Jeong
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.509-519
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    • 2017
  • This study addresses the effective utilization of film music as learning material for language, target culture, and ethics education. Music is intertwined with language and culture, and even with ethics. This study focuses on the potential power of film music in the processes of teaching and learning in a classroom. For this purpose, five songs are selected from the soundtrack of Disney's famous animation The Lion King: "Circle of life", "I just can't wait to be king", "Be prepared", "Hakuna Matata", and "Can you feel the love tonight?", and concrete learning activities are suggested based on these. Using these five songs, gap-filling and singing-recoding tasks are proposed as listening and speaking activities respectively. Film music is also very useful in learning vocabulary, sentence structure, and grammar. Learners participate in a writing activity involving creating their own lyrics for the tunes reflecting their experiences. Next, for culture education, a teacher asks their students to discuss about, and be aware of, food culture using a specific character's song. Finally, for ethics education, a philosophy of life, natural logic, leadership qualities, and the motto Hakuna Matata("no worries") are explored and discussed through an analysis of the lyrics. The open-ended questionnaire survey is conducted. The result shows that music has a positive effect on culture and ethics education. Film music can be effective in learning a second language, target culture, and ethics.

Case Study on Enhancing Communication Skills of Adolescents With Mild Intellectual Disabilities Through a Group Rap Making (그룹 랩만들기의 치료적 적용: 경도지적장애 청소년의 의사소통기술 향상 사례)

  • Kim, Eunha
    • Journal of Music and Human Behavior
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    • v.18 no.2
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    • pp.45-66
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    • 2021
  • This study aimed to develop a group rap making program and examine its applicability to improve communication skills of adolescents with mild intellectual disabilities (ID). Three adolescents with ID participated in a total of six 50-minute group sessions over 4 weeks. The group rap making program included three stages: understanding the context of communication, learning how to communicate with others, and applying the communicative behaviors in a group setting. To examine changes in the participants' communication skills, the rap lyrics constructed by participants were analyzed and communicative behaviors were observed during sessions and analyzed in terms of asking questions and providing information to others. Also, a social communication skills checklist was rated by the participant's caregivers. The analysis of rap lyrics showed that the expressions included in the rap were diversified as the session proceeded. Changes in observed behaviors supported that participants became to engage in communication with others more actively in order to complete the group rap. While the social communication skills checklist tended to increase, there was a difference in degree of change depending on the level of language communication skills. These results indicate that a group rap making can be an effective option for these adolescents to learn how to communicate with their peers, which presents implications for how rap making can be used for therapeutic purpose with more diversified population.

A Music Recommendation Method Using Emotional States by Contextual Information

  • Kim, Dong-Joo;Lim, Kwon-Mook
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.10
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    • pp.69-76
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    • 2015
  • User's selection of music is largely influenced by private tastes as well as emotional states, and it is the unconsciousness projection of user's emotion. Therefore, we think user's emotional states to be music itself. In this paper, we try to grasp user's emotional states from music selected by users at a specific context, and we analyze the correlation between its context and user's emotional state. To get emotional states out of music, the proposed method extracts emotional words as the representative of music from lyrics of user-selected music through morphological analysis, and learns weights of linear classifier for each emotional features of extracted words. Regularities learned by classifier are utilized to calculate predictive weights of virtual music using weights of music chosen by other users in context similar to active user's context. Finally, we propose a method to recommend some pieces of music relative to user's contexts and emotional states. Experimental results shows that the proposed method is more accurate than the traditional collaborative filtering method.

A study on the futuristic concept fashion style of K-pop music videos -Focusing on the 4th generation girl groups- (케이팝 뮤직비디오의 미래주의 컨셉 패션 스타일 연구 -4세대 걸그룹을 중심으로-)

  • Xie Xiaoying;Youngjae Lee
    • Journal of Fashion Business
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    • v.28 no.3
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    • pp.104-121
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    • 2024
  • This study examined the integration of futurist fashion in 4th-generation K-pop girl groups, focusing on their world views, music videos, and fashion images. The key aim was to identify and analyze distinctive elements of futurist fashion within K-pop. K-pop's global popularity is driven by dynamic music, choreography, and avant-garde fashion. Futurism, an art movement emphasizing technology and innovation, continues to influence contemporary fashion trends in K-pop. This study seeks to provide insights into symbolic meanings and expressions of futurist fashion in 4th generation K-pop girl groups. Groups such as Gidle, Aespa, IVE, LE SSERAFIM, and New Jeans were analyzed. Data were collected from their music videos, lyrics, and costumes, focusing on silhouette, color, material, and pattern. This study highlights the significant role of futurist fashion in K-pop, showing how 4th-generation girl groups lead in integrating these elements. This research provides valuable insights for understanding and further exploring the evolution of K-pop fashion.

A study on the Improvisation for Jazz vocal starter - Practice and analysis using root position in chord and chord-tones (재즈 보컬 입문자를 위한 즉흥연주에 관한 연구 - 코드의 근음과 코드 톤을 이용한 연습방법 및 연출 분석)

  • Kang, Eun-Mi;Cho, Tae-Seon
    • Journal of Digital Convergence
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    • v.15 no.6
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    • pp.377-383
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    • 2017
  • In this thesis, Improvisation of Jazz Vocal that can be characterized as Jazz music, namely practice of Scat suggest that way of applied approach that root position of chord and chord tones. Scat plays a solo using reproduced tunes of meaningless scat syllable that is not use the lyrics and melodies, which are written in a score. For this, Using the root position of chord is a reference point that Jazz vocal constructs a musical melody. Singing person can develop that reference point from simple scat to develop increasingly complex scat and can express that musical expression and communion. It analyzed the music functionally with a standard Jazz music 'All of me' as the center from composition of chord tone that improvise song to bass line, bass scat, analysis of chord tones arpeggio and expression. In this thesis, the improvisation of a Jazz vocal that may seem somewhat abstruse and complex could be relatively easy to construct through a gradual approach.

A Proposal and Application of a Song Analysis Method for Musical Songs and Acting (뮤지컬 노래와 연기를 위한 노래 분석법의 제시와 적용)

  • Lee, Eun-Hye
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.3
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    • pp.27-40
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    • 2021
  • This study aims to propose and apply a song analysis method for musical songs and acting. Prior to rehearsing a musical on stage, students and actors practice diverse exercises ranging from singing, acting and dancing. Among them, singing a musical song requires the actor not only to learn the pitch, beat and melody of the music but also to express the story and scene of the character in combination. Previous studies on analysis focused on research from the perspective of individual elements of singing, acting, and dancing rather than the proposal of comprehensive analysis methods. It is time for comprehensive analysis methods to be developed to practice musical songs and demonstrate them on stage. This study selected "Epiphany" sung by Todd from the musical Sweeney Todd(1979) as the subject of analysis. The song was analyzed in five stages: synopsis, music analysis, lyrics analysis, Uta Hagen's The Six Steps analysis, and Michael Chekhov's Psychological Gesture analysis. Through proposing and applying this step-by-step analysis method, this study verifies the usefulness of musical song analysis for practising both musical theory and practical skills at the same time and provides a base for future studies.

A study of animation story-telling technique based on the archtype myth - Focus on " Oneuli" directed by Lee Sung-gang- (원형신화를 모티브로 한 애니메이션 스토리텔링 기법 연구 -이성강 감독의 "오늘이"를 중심으로-)

  • Rou, Kyoung-A
    • Cartoon and Animation Studies
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    • s.44
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    • pp.211-233
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    • 2016
  • Fairy tales starting with the phrase 'Once upon a time' have been told throughout generations to generations. These stories of the past started with the history of mankind, and are constantly recreated under the names of legends, fables and myths. Through understanding the archetypes frequently occurring in legends and story telling techniques used to visualize them, the possibility of better recreation of stories and animations are sought. The purpose of this study is to analyze how the original form of archetypical Jeju epic dance lyrics are adjusted accordingly to meet the author's intention as it transforms into the modern animation 'Oneuli' By this comparative analysis, the utilization of archetypes and mythic motifs in the creation of animation are expected to enhance the interactions with the audiences beyond the border and age.