• Title/Summary/Keyword: Music Composition

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Application and Research of Monte Carlo Sampling Algorithm in Music Generation

  • MIN, Jun;WANG, Lei;PANG, Junwei;HAN, Huihui;Li, Dongyang;ZHANG, Maoqing;HUANG, Yantai
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.16 no.10
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    • pp.3355-3372
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    • 2022
  • Composing music is an inspired yet challenging task, in that the process involves many considerations such as assigning pitches, determining rhythm, and arranging accompaniment. Algorithmic composition aims to develop algorithms for music composition. Recently, algorithmic composition using artificial intelligence technologies received considerable attention. In particular, computational intelligence is widely used and achieves promising results in the creation of music. This paper attempts to provide a survey on the music generation based on the Monte Carlo (MC) algorithm. First, transform the MIDI music format files to digital data. Among these data, use the logistic fitting method to fit the time series, obtain the time distribution regular pattern. Except for time series, the converted data also includes duration, pitch, and velocity. Second, using MC simulation to deal with them summed up their distribution law respectively. The two main control parameters are the value of discrete sampling and standard deviation. Processing the above parameters and converting the data to MIDI file, then compared with the output generated by LSTM neural network, evaluate the music comprehensively.

Algorithmic music composition (알고리즘에 의한 음악의 작곡)

  • 윤중선
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.652-655
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    • 1997
  • An exploration for an intelligence paradigm has been delineated. Artificial intelligence and artificial life paradigms seem to fail to show the whole picture of human intelligence. We may understand the human intelligence better by adding the emotional part of human intelligence to the intellectual part of human intelligence. Emotional intelligence is investigated in terms of composing machine as a modern abstract art. Various algorithmic composition and performance concepts are currently being investigated and implemented. Intelligent mapping algorithms restructure the traditional predetermined composition algorithms. Music based on fractals and neural networks is being composed. Also, emotional intelligence and aesthetic aspects of Korean traditional music are investigated in terms of fractal relationship. As a result, this exploration will greatly broaden the potentials of the intelligence research. The exploration of art in the view of intelligence, information and structure will restore the balanced sense, of art and science which seeks happiness in life. The investigations of emotional intelligence will establish the foundations of intelligence, information and control technologies.

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The production of multimedia contents for using by the media arts (미디어 아트를 활용한 멀티미디어 컨텐츠 제작)

  • 조재영;송학현;김태곤;김윤호
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2002.11a
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    • pp.356-360
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    • 2002
  • This study is about the way of music composition which is based on S/W system and also shows the skill of moving image edit for using the composed music. The result of this contents informs the mixture of a composed music by the Midi program and a moving image for using by the S/W system, also guides many students that the Computer Music Composition and Image Edit is not a difficult sphere. It is not only a main subject but also a main goal of this study.

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A Study on the Formulation of Uniform Title for Sound Recordings of Korean Traditional Music (한국 전통음악 녹음자료의 통일표제 기술에 관한 연구)

  • Sohn, Jung-Pyo
    • Journal of Korean Library and Information Science Society
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    • v.38 no.3
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    • pp.425-454
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    • 2007
  • This study is to present a draft for the formulation of uniform title for sound recordings of the Korean traditional music. The draft as the results of this study is summarized as follows: In a musical work of a type of non-composition, the popular name is put into square brackets as a uniform title of court music and folk music in the old Korean traditional music, and the composer's original title is put into square brackets as a uniform title of the new Korean traditional music, but the medium of performance and others are omitted except an identifying element. However, for the formulation of uniform title of a type of composition in an instrumental music, the descriptive form consisted of the order of 'name of one type of composition, medium of performance, serial number, opus number, key, and a descriptive word or phrase' is put into square brackets as a uniform title and the identifying elements. And in the vocal music of the old Korean traditional music, the following medium of performance is used: in vocal choruses, a type of voices; in solo voices, a type of solo voice by sex, but one of the new Korean traditional music follows the descriptive form of the western classical music.

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Automatic Generation of Serial Music Using Space-Filling Curves (공간 채움 곡선을 이용한 자동 음열 음악 작곡 방법)

  • Yoo, Min-Joon;Lee, In-Kwon
    • 한국HCI학회:학술대회논문집
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    • 2008.02a
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    • pp.733-738
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    • 2008
  • Serial Music, introduced by A. Sch nberg, is a one of the important composition techniques. This music style has features of pantonality and atonality, so it generates unique atmosphere of modern music. In this paper, we introduce an method of generating serial music using mathematical algorithm. This method generates music that satisfy the requirement that the number of pitches belonged to each pitch class are exactly same, though the requirement is less strict than Sch nberg's definition. To do this, our method uses space-filling curves traversing the twelve tone matrix, which is constructed by the serial series, its inversion and its transpose. Using these curves, we can generate a music that has all notes in the matrix exactly once and adequate repeatness because of the curve's locality. Result music, therefore, can be more suitable for people that are not familiar with modern music, while maintaining the features of pantonality and atonality. This paper also introduces a method of generating extended serial music that uses serialism of duration and dynamic of notes, using multi-dimensional space-filling curves.

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Music Composition with Collaboratory AI Composers

  • Kim, Haekwang;You, Younghwan
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2021.06a
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    • pp.23-25
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    • 2021
  • This paper describes an approach of composing music with multiple AI composers. This approach enriches more the creativity space of artificial intelligence music composition than using only one composer. This paper presents a simple example with 2 different deep learning composers working together for composing one music. For the experiment, the two composers adopt the same deep learning architecture of an LSTM model trained with different data. The output of a composer is a sequence of notes. Each composer alternatively appends its output to the resulting music which is input to both the composers. Experiments compare different music generated by the proposed multiple composer approach with the traditional one composer approach.

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The Effects of Users' Self-Reference of The Comparative Domain with Creative AI Robot in Music Composition on Their Envy toward Robot, Cognitive Assessment of Music and Intention to Work with Robot (인공지능 로봇과의 비교영역 자기관련성이 사용자의 시기심, 음악 창작물에 대한 평가 및 로봇과의 협업의도에 미치는 영향)

  • Lee, Doohwang;Kim, Yujin
    • The Journal of the Korea Contents Association
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    • v.20 no.5
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    • pp.79-89
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    • 2020
  • The current study explored if users' self-relevance of the comparison domain with creative AI robot in music composition affected their envy toward the robot, cognitive assessment toward the music and intention toward working with robot in future. This study conducted a 2 (degree of self-relevance: high(college students majoring in music) vs. low(those not majoring in music) × 2 (working type: robot-only vs. robot-human collaboration) between-subjects factorial design experiment. The findings revealed that those majoring in music did not feel envious of the robot as much as those not majoring in music. However, compared to those not majoring in music, those majoring in music evaluated the robot's creativity lower, had more negative attitude toward the music, showed less intention to use the music and work with the robots in future. No interaction between the degree of self-relevance and the working type was found.

A Study on the Expression of Musical Vitality at the Chapel at Ronchamp - Focusing on the Bergsonian Philosophy of Life - (롱샹 성당에서 음악의 생명성 표현에 관한 연구 - 베르그송의 생명철학을 중심으로 -)

  • Kim, Young-Hee
    • Korean Institute of Interior Design Journal
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    • v.21 no.5
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    • pp.162-170
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    • 2012
  • This study aims to show the possibility of approaching artistic design through the Bergsonian concept of musical vitality by grasping the expression of his musical vitality at the Chapel at Ronchamp. For the purpose of this study, the aesthetic significance of Bergson's philosophy of life was first contemplated, and a case study analysis was conducted on the vitality of music as temporality at the Chapel at Ronchamp. On this basis, the examples of his musical vitality as metaphysical reality at the Chapel were analyzed. The results of analysis are as follows: First, the Bergsonian vitality of music as temporality at the Chapel is expressed as a sense of movement-through the acoustic form, the modulor corresponding to the scale of the music, the opposite composition of musical changes, the fluid space of the music, and the light and shadow of counterpoint-as having been intended by Le Corbusier in the very process of design. Second, the vitality of music as Bergson's metaphysical reality at the Chapel at Ronchamp is expressed in the image and rhythm of music created by intuitive reminiscences. The acoustic form, the form created by the modulor, the opposite form of composition, the fluid space and the light and shadow as the melody and image of music present continuous diversity as vital flow in a uniform direction. The vitality of music as aesthetical reality is imitated by the rhythm of the music deriving from repetitive movements sensed here. Consequentry, the Chapel at Ronchamp can be seen as a vital design that expresses Bergson's notion of musical vitality, indicating that an approach toward artistic design can be realized through his musical vitality. This study holds significance as basic research on artistic design with philosophy and music as its origin.

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Transmedia and Sungkyunkwan University (DAW 소프트웨어의 UI가 대중음악 창작에 미치는 영향 - Pro Tools의 Edit Window 중심으로)

  • Cho, Hyunjin
    • Trans-
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    • v.8
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    • pp.55-78
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    • 2020
  • Among various tools for pop music composition, what is most frequently used by K-Pop composers is the digital sequencer program, or DAW software (Digital Audio Workstation). When it comes to making commercial music such as K-Pop, the proportion of using these programs is extremely high. By using those software, composers come to undergo an entirely different art creation process. User interface (UI) of the DAW software has a profound effect on the process of making music, particularly vis-a-vis usability and visibility. This study is an attempt to analyze the Avid Pro Tool's UI with a focus on its inherent characteristics revealed in relation with the real effect throughout music composition. This study categorizes the UI elements in the Edit Window of the Pro Tools as Grid, Track, Slip, Clip, and Fade. Those categorized elements would be analyzed through Douglas Morgan's Creative-Process theory, thereby clarifying how visual interface of the DAW software functions in music composition practically.

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Effects of Group Music Rope-jumping on Body Composition, Fitness and Serum Lipid in Obese Elementary School Boys and Girls (학급 집단 음악줄넘기 프로그램이 비만 아동의 신체구성, 체력, 혈중지질에 미치는 영향)

  • Chang, Hyuk-Ki;Kim, Sung-Ki;Seo, Dong-Il
    • Journal of Korean Public Health Nursing
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    • v.25 no.1
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    • pp.38-47
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    • 2011
  • Purpose: The study investigated the effects of 9 weeks of group music rope-jumping training on health-related physical fitness and blood lipid in obese elementary school boys and girls. Method: Subjects were randomly assigned to either a training group (37 boys and 18 girls) or control group (36 boys and 19 girls). The training group exercised for 1 hour, 2 days per week during the 9-week supervised music rope-jumping training program. The control group was asked to maintain their normal daily physical activities. The effects of the interventions on physical fitness and blood lipids were analyzed by two-way repeated measures ANOVA (group ${\times}$ time). Results: There were significant group ${\times}$ time interaction effects on body weight (p<.023), %body fat (p=.09), body mass index (p=.018), and body fat mass (p=.019) in school girls. However, there was not an interaction effect on serum lipids in both genders. Conclusion: The 9-week music rope-jumping training program used was effective for improving body composition in obese elementary school girls.