• Proceedings of the Korean Information Science Society Conference
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• 2011.06a
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• pp.259-262
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• 2011

최근 들어 소리의 세기나 하모니, 템포, 리듬 등의 다양한 음악 신호 특성을 기반으로 한 음악 무드 분류에 대한 연구가 활발하게 진행되고 있다. 본 논문에서는 음악 무드 분류의 정확도를 높이기 위하여 음악 신호 특성과 더불어 노래 가사와 소셜 네트워크 상에서의 사용자 평가 등을 함께 고려하는 멀티 모달 음악 무드 분류 기법을 제안한다. 이를 위해, 우선 음악 신호 특성에 대해 퍼지 추론 기반의 음악 무드 추출 기법을 적용하여 다수의 가능한 음악 무드를 추출한다. 다음으로 음악 가사에 대해 TF-IDF 기법을 적용하여 대표 감정 키워드를 추출하고 학습시킨 가사 무드 분류기를 사용하여 가사 음악 무드를 추출한다. 마지막으로 소셜 네트워크 상에서의 사용자 태그 등 사용자 피드백을 통한 음악 무드를 추출한다. 특정 음악에 대해 이러한 다양한 경로를 통한 음악 무드를 교차 분석하여 최종적으로 음악 무드를 결정한다. 음악 분류를 기반한 자동 음악 추천을 수행하는 사용자 만족도 평가 실험을 통해서 제안하는 기법의 효율성을 검증한다.

• Journal of Digital Convergence
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• v.14 no.5
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• pp.309-316
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• 2016

While consumption patterns have changed online music, online music platform began to emerge. While people prefer popular music recommendation, they use the online music platform chart or use the SNS Platform to share information. Online platform Ranking is different because of different properties held by members. Meanwhile, we need music charts characteristics of SNS users. So there were a lot of attempts to chart a comprehensive variety of platforms. And continue to emerge theses linking the musical characteristics and SNS. In this paper, We have developed a new chart using the behavior of Twitter Users who listen to music, and studies comparing the results with existing chart.

• Journal of Music and Human Behavior
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• v.20 no.1
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• pp.1-19
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• 2023

This study explored the role and characteristics of music that contributed to experiences of catharsis in music. An empirical phenomenological study was conducted to explore catharsis with 12 adults. Phenomenological reduction, change of attitude, literature interpretation, and hermeneutic circle were used for data collection and analysis. As a result, three categories, five themes, and 11 sub-themes were identified. The first category, here and now in music consisted of two themes: aesthetic experiences and expansion of musical novelty. The second category, inner connection through music consisted of one theme, re-experience of internal emotions. The third category, immersion and engagement in music consisted of two themes: ventilating or deepening of emotions and internal dynamics. Based on these results, the cathartic characteristics of music are discussed. First, the aesthetics and novelty of music kept participants fully stay in music. Second, music induced a re-experiencing of emotions by triggering memories or stimulating unresolved emotions. Third, the elements of music promoted emotional ventilation, deepening, and internal dynamics. This study is meaningful because it qualitatively examined the roles and characteristics of music that contribute to cathartic experience in the general adult population.

• Proceedings of the Korean Society for Cognitive Science Conference
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• 2005.05a
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• pp.239-243
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• 2005

랩 음악은 음악의 특성과 발화 언어의 특성을 가지고 있으며 음악적 특징을 가진 시와도 공통점을 가진다. 이러한 유사성을 근거로 Eminem이라는 랩 가수의 freestyle음악을 음성분석 프로그램을 사용하여 분석하였다. 대상 음악이 즉석적인 발화였음에도 불구하고 각운 부분에서의 피치(pitch)와 리듬은 매우 유사한 값을 보였다. 분석 결과에서 보여준 약간의 차이 값은 인간의 지각 능력과 성향을 고려하여 봤을 때 같은 피치(pitch) 같은 리듬으로 지각하기에 충분하다고 결론 내렸다.

• Journal of the KSME
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• v.19 no.1
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• pp.314-319
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• 1979

우리 국립극장 대음악당의 음향특성을 측정하여, 해석하고 그 정식음향평가를 최초로 시도했다. 여기서 문향악과 가극연주에 대한 평가에 있어서는 특히 공시의 음향특성 Data로부터 만석시의 음향특성을 세심하게 연역해 냈다. 결과는 주로 생동감의 심핵한 결지으로 말미암아 그대로는 낭만파음악과 전형교향악은 물론이고 고전음악까지도 연구가 매우 곤란하고, Baroque 음악만이 겨우 연주가 가능할 따름이다. 가극에 대해서도 Wagnerian Opera 는 힘들고, Italian Opera 만이 어느 정도 만족스럽게 연주가 가능하다는 것을 알아냈다. 끝으로 이 음악당의 음향특성 개선을 위한 수정방안을 수개제시하고 언급해 놓았다.

• Journal of Music and Human Behavior
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• v.20 no.2
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• pp.33-60
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• 2023

This study is an analysis and review of the international research on interventions using music for the rehabilitation of patients with Parkinson's disease(PD). It categorizes 24 intervention studies conducted over the last 20 years based on the level of music usage and type of music utilized. The aim of this analysis was to identify which musical elements improved timing issues related to the initiation and cessation of movement in patients with PD. The studies involved six with music-based interventions and 18 with rhythm-based interventions, depending on the level of music usage. Rhythm, a common element in music, was a suitable factor for addressing the participants' issues. Furthermore, this review suggests that the characteristics of the researchers impact the extent to which musical elements are used and the diversity of those elements, which influences the intervention's effectiveness. Therefore, this study provides information on how to specify and systematically consider intervention efforts and the use of musical elements that can be applied in rehabilitation for patients with PD.

• Journal of KIISE:Computing Practices and Letters
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• v.15 no.12
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• pp.923-927
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• 2009

The recent growth of a digital music market induces increasing demands for music searching and recommendation services. In order to improve the performance of music-based application services, the process of extracting melodies from polyphonic music is essential. In this paper, we propose a method to extract melodies from piano solo music which is highly polyphonic and has a wide pitch range. We categorize piano music into three classes taking into account the characteristics of music, and extract melodies according to each class. The performance evaluation for the implemented system showed that our method works successfully on a variety of piano solo music.

• Journal of Music and Human Behavior
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• v.2 no.1
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• pp.1-15
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• 2005

The purpose of this study is to develop Music Recall Technique for affect modification using programmed series of classical music, and further to apply the technique as therapeutic intervention for clients with anorexia nervosa. Music Recall Technique is composed of two sub-technique: first one is 'Music Recall(MR)' which is the way to reproduce of existing music on one's head and mind after listening to the music, and second intervention is 'Creative Music Recall(CMR)' which is the way to modify the exposed musical pieces or newly learned musical pieces. A client with anorexia nervosa with severe anxiety, anger and depression participated in this case study. The MRT is implemented in different stages pertaining to client's level of utilizing the music recall skill for the period of 10 sessions. Situations eliciting negative emotions were identified and music recalling was reinforced for the pertaining situation in order for the negative emotion to be coped and reduced by the end of session time. The client participated for 10 sessions, and was asked to fill out self-report on the affect change using MRT. Visual Analogue Scale was used for pre and post test for each session to measure the self perceived level of negative affect. State-trait anxiety inventory was also used to measure the anxiety level following the implementation of MRT. As results, negative emotions, such as anxiety, anger and depression were modified during stimulative-sedative music recall process. These negative emotions were decreased mostly during stimulative MR, especially, in the beginning process. Each negative affect on negative situation measured by VAS during each and entire session have been decreased. Negative emotion measured by state-trait anxiety inventory, state-trait anger expression inventory, and hopelessness-depression inventory were decreased as well. The results suggest that stimulative music using contemporary classic music was effective in reduction and modification of negative affect such as anxiety, anger and depression. It shows that Music Recall Technique can be a meaningful intervention for affect modification, and further it can be utilized as self-help in the outside of music therapy setting.

• Journal of Korea Entertainment Industry Association
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• v.13 no.7
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• pp.183-192
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• 2019

This study studied five major films from the 1980s to the 2000s when Philip Glass's minimal music was used, and studied the aesthetic and functional meaning of the minimal music. Minimal music has a repetitive rhythm and is understood to be aesthetically monotonous, to avoid a particular purpose, or as an expression of moveless. On the one hand, it can mean infinite persistence by repetitive rhythms, or sometimes repetition with subtle changes. The functions of film music were applied as the function of film music common to many theorists. As a result of the analysis of the music in five films, the aesthetic meaning of Philip Glass's minimal music was most relevant to the characteristics of the film story, and the functional meaning of the film music was determined by the structure, form, and genre of the film. Therefore, the theme of the film and the contents of the story played an important role in the aesthetic interpretation of film music with repetitive rhythm characteristics. And the elements of the plot such as the structure, form, and genre of the film are thought to have had a significant effect on the functional interpretation of the film music. The aesthetic value of the film music is closely related to the story of the film, and the functional meaning of the film music is interpreted as determined by the formal elements of the film.

• Proceedings of the Korea Information Processing Society Conference
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• 2008.11a
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• pp.760-762
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• 2008

음악에서는 다양한 감정의 표현을 시간에 따른 음악 무드의 전이로 표현한다. 본 연구에서는 Longest Common Subsequence (LCS) 알고리즘 및 k-Means 알고리즘에 기반한 유사 음악 검색 기법을 제안한다. 우선, 음악 무드의 흐름을 무드 세그먼트 단위로 나누고, 이를 추출된 다양한 음악 특성을 k-Means 알고리즘으로 분류하여 무드 시퀀스로 변환한다. 또한, 유사한 무드의 흐름을 가지는 음악을 검색하기 위해 LCS 알고리즘에 기반한 무드 시퀀스의 유사도를 정의한다. 본 논문은 제안된 내용을 바탕으로 실험과 설문 조사를 통해, 기존의 전역적 특성 검색 방식보다 시퀀스를 이용한 검색방식이 좀 더 효율적임을 증명하였다.