• The Journal of The Korea Institute of Intelligent Transport Systems
• /
• v.6 no.2
• /
• pp.95-106
• /
• 2007

This paper proposes an effective tempo feature extraction method for music information retrieval. The tempo information is modeled by the narrow-band temporal modulation components, which are decomposed into a modulation spectrum via joint frequency analysis. In implementation, the tempo feature is directly extracted from the modified discrete cosine transform coefficients, which is the output of partial MP3(MPEG 1 Layer 3) decoder. Then, different features are extracted from the amplitudes of modulation spectrum and applied to different music information retrieval tasks. The logarithmic scale modulation frequency coefficients are employed in automatic music emotion classification and music genre classification. The classification precision in both systems is improved significantly. The bit vectors derived from adaptive modulation spectrum is used in audio fingerprinting task That is proved to be able to achieve high robustness in this application. The experimental results in these tasks validate the effectiveness of the proposed tempo feature.

• Journal of the Korea Society of Computer and Information
• /
• v.17 no.11
• /
• pp.133-140
• /
• 2012

In this paper, we propose a music recommendation method considering users' tags by collaborative tagging in a social music site. Since collaborative tagging allows a user to add keywords chosen by himself to web resources, it provides users' preference about the web resources concretely. In particular, emotional tags which represent human's emotion contain users' musical preference more directly than factual tags which represent facts such as musical genre and artists. Therefore, to classify the tags into the emotional tags and the factual tags and to assign weighted values to the emotional tags, a tag ontology called UniTag is developed. After preprocessing the tags, the weighted tags are used to create user profiles, and the music recommendation algorithm is executed based on the profiles. To evaluate the proposed method, a conventional playcount-based recommendation, an unweighted tag-based recommendation, and an weighted tag-based recommendation are executed. Our experimental results show that the weighted tag-based recommendation outperforms other two approaches in terms of precision.

• The Journal of the Korea Contents Association
• /
• v.11 no.9
• /
• pp.118-128
• /
• 2011

The function of music in a motion picture ranges widely from supporting the storyline to being the main storyline delivering the major plots. This trend and can be seen in recently produced films, advertising as well as in music videos. Many attempts were made to express music visually in the past. But it was through Disney's creative production, "Fantasia", that such attempts became a reality in a motion picture. This paper will look into the difference between the "Fantasia" and "Fantasia 2000" through a comparative analysis of the correlation between the musical element and the storyline of the 2 Disney animation movies. The most distinct difference is that the "Fantasia" has a storyline that is faithful to the original interpretation of the true meaning of the music, while, on the other hand, the "Fantasia 2000" has a storyline that endeavors to express the special features of the overall sound of individual pieces as best as possible. And the differences between the two animations, thus compiled, is hoped to facilitate and enhance a better understanding of the two Disney's finest animations.

• Journal of the Korea Institute of Information and Communication Engineering
• /
• v.19 no.11
• /
• pp.2697-2702
• /
• 2015

In the existing studies providing a method which do exercise according to music speed, the method was used which a user changes playing musics. However, if the method which a user changes directly playing musics is used, flow of exercise can be discontinued during searching musics when anyone want to play a fast music. In this paper, we designed the module which measures the number of steps from a user of wearable smart shoes based on the Arduino, and implemented the module so that the number of steps can be measured correctly by sending data to smart phone based on Android. And it is possible to measure moving distance and pace speed by utilizing a GPS in order to get the more accurate momentum. Also, we can measure more accurate calorie consumption than existing products by measuring the mean value of the calorie consumption for moving distance and the calorie consumption for the number of steps, give motivation of exercise by applying an algorithm of changing music genre according to pace speed, and increase the exercise effect at the same time.

• The Journal of the Korea Contents Association
• /
• v.17 no.1
• /
• pp.412-425
• /
• 2017

The success of K-Pop music industry continues as there is a new light shedding on the new Korean wave. There is a continuous discussion about the sustainability of the idol's dance music because of its limit in the uniform genre. As a solution to improve the quality of K-pop music, researchers said to supplement it through the change of educational system in the applied music. However, research into how much the education of applied music is contributing to the continuous success of the K-Pop music industry and how each industry is affecting each other was inadequate. Therefore, this study will understand the association between the K-Pop and the applied music, and look into ways that can act as a mutual supplementation for both fields. Subjects of analysis included performing artists, composers, arrangers, lyricists, and singers for songs within the top 100 of the digital total ranking for the past three years in the Gaon chart which is the official music chart for Korea. Then, the study apprehended how many of those subject had relations with the applied music and their activity frequency. As a result, there were a considerable number of K-Pop performers, at 41.74%, who also majored in the applied music. To continue to tendency of Korean wave and develop the Korean popular music, this study will explore roles each industry should cooperate in the future. There were the formation of social atmosphere for increase of consumer's needs to diverse K-pop music and change of education for training its human resources that K-pop industry demand.

• Journal of the Korean Institute of Intelligent Systems
• /
• v.21 no.5
• /
• pp.637-644
• /
• 2011

Being digitalized, the music can be easily purchased and delivered to the users. However, there is still some difficulty to find the music which fits to someone's taste using traditional music information search based on musician, genre, tittle, album title and so on. In order to reduce the difficulty, the contents-based or the emotion-based music retrieval has been proposed and developed. In this paper, we propose new method to determine the importance of MPEG-7 low-level audio descriptors which are multi-dimensional vectors for the emotion-based music retrieval. We measured the mutual similarities of musics which represent a pair of emotions expressed by opposite meaning in terms of each multi-dimensional descriptor. Then rough approximation, and inter- and intra similarity ratio from the similarity relation are used for determining the importance of a descriptor, respectively. The set of weights based on the importance decides the aggregated similarity measure, by which emotion-based music retrieval can be achieved. The proposed method shows better result than previous method in terms of the average number of satisfactory musics in the experiment emotion-based retrieval based on content-based search.

• Proceedings of the KAIS Fall Conference
• /
• 2011.05b
• /
• pp.864-867
• /
• 2011

본 논문에서는 드럼연주에 있어서 라이드 심벌 비트(ride cymbal beat)를 중심으로 현대 재즈리듬과 폴리리듬과의 연관성에 관하여 생각해 보고자 한다. 현대는 아주 다양한 장르의 음악들이 서로서로 영향을 주고받고 있기 때문에 다양한 음악을 수용하는 특징을 가지고 있는 재즈에서의 리듬은 어느 한 가지로 단순히 정의할 수 없다. 그러나 재즈의 전통적인 측면에서 볼 때 그 변화를 이야기 할 수 있는 리듬은 보편적인 재즈리듬이라 일컬어지는 스윙리듬(swing rhythm)이다. 이러한 스윙리듬은 현대의 폴리리듬을 이전보다 더 정교하게 연주하는 연주인들의 영향으로 말미암아 재즈의 역사 속에서 변화해 온 것과 다르게 좀 더 음표의 정의에 맞게 연주되는 경향이 생겼다. 이것은 어떤 면에서 전통적인 재즈리듬의 느낌, 혹은 개개인의 개성이 다소 사라지고 좀 더 기계화, 정형화되었다는 것을 의미한다.

• Journal of Music and Human Behavior
• /
• v.8 no.2
• /
• pp.47-64
• /
• 2011

This study was to examine music preferences of school-aged cochlear implant(CI) recipients in comparison with normal hearing(NH) children. Participants were 12 CI recipients and 155 NH children. CI children were recruited from a hospital in Seoul and they had cochlear implants for longer than two years(M = 4.7). NH children were randomly sampled. All participants were asked to respond to a questionnaire and rate their music preferences. The results showed that while 58.33% of CI recipients preferred child voices, 71.61% of NH children preferred adult voices. For preferred frequency range, both of CI and NH groups preferred higher frequency. With regard to preferred musical styles, while CI children gave the highest rating(M = 3.58) to Korean folk songs on the 5-point Likert scale, popular music and TV and soundtrack music were found to be the highest-rated styles(M = 3.83) for NH children. These results indicate that self-rated music preferences of CI recipients may be affected by a musical environment that these children have experienced. The results also implies that the provision of appropriate musical input and experiences would significantly affect future music preferences and appreciation of CI children. Providing useful information about music preferences of CI recipients in comparison with NH children, this study has significant implications for further studies on this population.

• Journal of Korean Philosophical Society
• /
• v.105
• /
• pp.373-400
• /
• 2008

This essay is an analysis on Daoist deconstructivism and Confucian constructivism about music and language. (1) Daoist criticizes that the Confucian constructive music and language fail to describe original sounds and original facts of doing nothing (wuwei, 無爲). According to Daoist, music and language can be an instrument to describe true facts in the world. So Daoists try to attain a state of 'seeing things as things themselves (yiwuguanwu, 以物觀物)' by 'forgetting oneself (wangwo, 忘我).' (2) However Confucian music and language is a part of one's life. Confucians try to get truth, goodness, and beauty by exercising one's music and language. Confucian music is associated with political and moral development in society. The Confucian genres of poetry (shi, 詩), appealing letter (shu, 疏), declaring writing (biao, 表), record (ji, 記), and written words (ci, 詞) are processes of developing one's life. Further, Confucian rhetoric of 'Xing (興)' in writing poem shows that one's language can be developed in contexts of one's life. (3) Although music and language is associated with human subjective narratives as if Confucians say, diverse narratives of different subjectivity cannot appear in one's lives if all kinds of narrative is absorbed in Confucian absolute ideological slogan to devide things into good and bad. Accordingly, the Confucian view of music and language can develop diverse narratives when it does not show an inclination toward moral dichotomy preunderstood by Confucian ideology.

• The Journal of the Korea Contents Association
• /
• v.19 no.11
• /
• pp.178-189
• /
• 2019

This paper is aimed at more carefully studying C. P. E. Bach's Fugues, which have been relatively less appreciated in his study. Fugue is the most sophisticated music with its highly contrapuntal texture, and it is often paired with the contrasting Prelude or Fantasia. C. P. E. Bach introduces an unprecedented attempt by merging seemingly contrasting Fugue and Improvisational passages into one piece of music rather than simply placing the two music pieces side by side. In his unprecedented attempt, the basic concept and typical form of Fugue are roughly maintained, but the insertion of improvisational performance techniques in both the subject and the detailed progression takes great importance. This Study examines the connection of C. P. E. Bach's Fugue and Improvisational Techniques by analyzing his 7 Fugues.