• 제목/요약/키워드: RhythmFeatures

검색결과 69건 처리시간 0.028초

심전도 신호의 리듬 특징을 이용한 부정맥 검출 (Arrhythmia Detection Using Rhythm Features of ECG Signal)

  • 김성완
    • 한국컴퓨터정보학회논문지
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    • 제18권8호
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    • pp.131-139
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    • 2013
  • 본 논문에서는 먼저 심전도 진단을 위한 처리 과정별 관련 연구내용을 살펴본 후 심전도 신호의 리듬 특징을 이용하여 부정맥을 검출 및 분류하는 방법을 제안한다. 특징 추출에서는 리듬 구간에 대하여 동일성 및 규칙성 등의 리듬 및 심박 분포에 관련되는 특징을 추출하게 되며, 리듬 분류에서는 리듬 구간의 특징에 대하여 미리 구축된 규칙 베이스를 이용하여 리듬 유형을 분류하게 된다. MIT-BIH 부정맥 데이터베이스의 모든 리듬 유형에 대한 실험을 통하여 정상 리듬 규칙만으로도 100% 부정맥 검출 성능을 보였으며, 부정맥 리듬 규칙으로는 유형 분류 적용 가능성을 확인하였다.

한국인 영어학습자의 영어리듬구현 연구 (A Study on the Rhythm of Korean EFL Learners' English Pronunciation)

  • 정현성
    • 말소리와 음성과학
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    • 제1권2호
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    • pp.141-149
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    • 2009
  • An emphasis on teaching suprasegmental features of English, specifically English rhythm, is essential in order to improve the 'intelligibility' of the pronunciation of Korean EFL learners among interlocutors who use English as a Lingua Franca(ELF). By redefining the ELF suggested by Jenkins (2000, 2002), this paper argues that Lingua Franca Core (LFC) must include suprasegmental features such as 'stress-based rhythm' and word stress. However, because 'isochrony' is difficult to measure in a foot, the rhythm unit must be expanded to an intonational phrase which has prominence in it and the rhythm of the unit can be measured by calculating the duration of each segment in context The rhythmic pattern of Korean learners of English and that of native speakers or other non-native English speakers can then be calculated and compared by using correlation coefficients of the segmental duration. In terms of sociolinguistic factors, improving the 'comprehensibility' and 'accentedness' of Korean EFL learners' pronunciation is also important in international communication, which calls for more emphasis on suprasegmental features.

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아시아 상황의 영어 공통어 자질 연구: 리듬 특성 (A study on the features of English as a lingua franca in Asian contexts: Rhythmic features)

  • 정현성;이상기;김윤규
    • 말소리와 음성과학
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    • 제8권2호
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    • pp.1-9
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    • 2016
  • This paper investigated the rhythmic features of speakers of English as a lingua franca in Asian contexts. A speech corpus of 150 conversations between speakers of English in Asia with different L1 backgrounds was collected and %V, ${\Delta}V$, VarcoV, and nPVI-V of each speaker were analyzed. It was found that L1 difference of the speakers and the speakers' daily use of English influenced %V, while the speakers' daily use of English influenced ${\Delta}V$. The gender difference of the speakers also affected the rhythm of the utterances in VarcoV. A weak correlation between the two speakers' rhythm in each conversation was also found in %V and ${\Delta}V$. No significant effects were found in nPVI-V. The results revealed that the speakers tended to accommodate the rhythm of their utterance to that of the interlocutors'. Further study on the speaking rate of the speakers is required to overcome some inconsistencies found in the results of the rhythmic metrics used in this study.

규칙 및 SVM 기반 알고리즘에 의한 심전도 신호의 리듬 분류 (Rhythm Classification of ECG Signal by Rule and SVM Based Algorithm)

  • 김성완;김대환
    • 한국컴퓨터정보학회논문지
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    • 제18권9호
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    • pp.43-51
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    • 2013
  • 신뢰성 있는 부정맥 진단을 위해서는 리듬 구간 및 심박 단위의 종합적인 분석을 통하여 심전도 신호에 대한 분류 결과가 제시되어야 한다. 본 논문에서는 심전도 신호의 특징점에 기반하여 규칙기반 분류를 이용한 일정 구간의 리듬 분석을 수행하고 SVM기반 분류를 이용한 심박 단위의 리듬분석을 첨가하였다. 규칙기반 분류에서는 리듬 구간의 특징에 대하여 임상 자료로부터 도출된 규칙 베이스를 이용하여 리듬 유형을 분류하도록 하며, SVM기반 분류에서는 심박 단위의 특징에 대하여 미리 학습된 다중 SVM 분류기를 이용하여 단조 리듬 및 주요 비정상 심박을 분류하도록 한다. MIT-BIH 부정맥 데이터베이스를 이용한 실험을 통하여 11가지 리듬 유형에 대하여 규칙기반 방법만을 적용하였을 경우 68.52%, 규칙기반과 SVM기반의 융합 방법을 적용하였을 경우 87.04%의 분류 성능을 각각 보였다. SVM기반 방법으로 단조 리듬과 배열 리듬에 대한 오분류 개선을 통하여 분류 성능에서 19% 정도가 향상됨을 확인하였다.

Speech Rhythm Metrics for Automatic Scoring of English Speech by Korean EFL Learners

  • 장태엽
    • 대한음성학회지:말소리
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    • 제66호
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    • pp.41-59
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    • 2008
  • Knowledge in linguistic rhythm of the target language plays a major role in foreign language proficiency. This study attempts to discover valid rhythm features that can be utilized in automatic assessment of non-native English pronunciation. Eight previously proposed and two novel rhythm metrics are investigated with 360 English read speech tokens obtained from 27 Korean learners and 9 native speakers. It is found that some of the speech-rate normalized interval measures and above-word level metrics are effective enough to be further applied for automatic scoring as they are significantly correlated with speakers' proficiency levels. It is also shown that metrics need to be dynamically selected depending upon the structure of target sentences. Results from a preliminary auto-scoring experiment through a Multi Regression analysis suggest that appropriate control of unexpected input utterances is also desirable for better performance.

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뭄바톤에서 사용된 자메이카 음악에 관한 연구 (A Study on Jamaican music Used in Moombaton)

  • 박범근;조태선
    • 디지털융복합연구
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    • 제19권6호
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    • pp.273-280
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    • 2021
  • 본 연구는 뭄바톤 장르의 음악을 분석하여 그 속에서 자메이카 음악의 특징을 찾아내는 데에 그 목적이 있다. 루이스 폰시(luis fonsi)의 <데스파시토>와 BTS의 <피땀눈물>을 리듬적, 선율적, 악기적으로 분석하고, 그 속에서 자메이카 음악의 특징을 찾아보았다. 연구 결과, 리듬적인 특징으로는 자메이카 음악에서 파생된 뎀보우 리듬과 레게 리듬의 유형을 보였으며, 선율적으로는 자메이카 특유의 선율 표현 방법인 토스팅의 사용이 돋보였다. 또한, 악기적인 특징으로는 라틴아메리카의 다양한 타악기와 남미의 선율악기, 그리고 드럼머신 Tr-808이 사용되었음을 알 수 있었다. 본 연구는 현재 유행하는 장르인 EDM장르 속에서 자메이카 음악의 요소를 찾는 것을 통해 또 다른 퓨전장르를 만들어 내는 것에 의의를 갖는다

3 레벨 구조 기반의 음악 무드분류 (Music Emotion Classification Based On Three-Level Structure)

  • 김형국;정진국
    • The Journal of the Acoustical Society of Korea
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    • 제26권2E호
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    • pp.56-62
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    • 2007
  • This paper presents the automatic music emotion classification on acoustic data. A three-level structure is developed. The low-level extracts the timbre and rhythm features. The middle-level estimates the indication functions that represent the emotion probability of a single analysis unit. The high-level predicts the emotion result based on the indication function values. Experiments are carried out on 695 homogeneous music pieces labeled with four emotions, including pleasant, calm, sad, and excited. Three machine learning methods, GMM, MLP, and SVM, are compared on the high-level. The best result of 90.16% is obtained by MLP method.

한국어 리듬패턴 변화에 관한 연구 -2음절 낱말을 중심으로- (A Study on the change of Korean rhythm patterns - with focus on two syllable words -)

  • 김선주
    • 대한음성학회지:말소리
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    • 제39호
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    • pp.1-14
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    • 2000
  • In Korean, it has been well Down that vowel length plays an important role in differentiating word meanings. But the distinction between long and short vowels is often ignored by young generation. The purpose of this paper is to investigate the change in rhythm patterns. In addition, it is also examined whether this change has resulted in the differences in prosodic features between young and old groups. This study is based on H. B. Lee's 'rhythm pattern theory' Based on his assumption, it is suggested that the loss of original vowel length has caused the place of accent to move from the first to the second syllable.

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현대복식에 나타난 모자이크풍 패턴에 관한 연구 (A Study on Mosaic Pattern in Modern Costume)

  • 남윤숙;김복희
    • 복식
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    • 제51권2호
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    • pp.43-52
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    • 2001
  • The purpose of this research is to study the aesthetic character of a mosaic which is expressed in the Modern Costume. The methods of the research were by literature and it was mainly done with reference to master's theses, doctor's theses, separate volumes, periodicals, domestic and overseas fashion magazines and internet on the subject. The result of the research appears as rhythm, exoticism, abstraction, mystery, recreation by disintegration. First, rhythm appears in a sense of free rhythm with the method of arranging motives and the kinds of materials varying. Second, exoticism gives impression with such motives as Oriental designs, African designs and the geometric designs of nature occupying the surface. Third, abstraction displays motives such as unrealistic fashion. Fourth, mystery gives a cyber-related impression with the help of such scientific materials as fluorescent plastics, metal and glass. Fifth, recreation pelves an aesthetic impression by reorganizing the costume with the disintegration and transformation of Industrial materials such as plastics, metal and glass, etc. based on their unique colors and quality.

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Ultradian Rhythms in the Hypothalamic Arcuate Nucleus Kisspeptin Neurons and Developmental Processes

  • Kim, Doyeon;Choe, Han Kyoung;Kim, Kyungjin
    • Molecules and Cells
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    • 제43권7호
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    • pp.600-606
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    • 2020
  • Numerous physiological processes in nature have multiple oscillations within 24 h, that is, ultradian rhythms. Compared to the circadian rhythm, which has a period of approximately one day, these short oscillations range from seconds to hours, and the mechanisms underlying ultradian rhythms remain largely unknown. This review aims to explore and emphasize the implications of ultradian rhythms and their underlying regulations. Reproduction and developmental processes show ultradian rhythms, and these physiological systems can be regulated by short biological rhythms. Specifically, we recently uncovered synchronized calcium oscillations in the organotypic culture of hypothalamic arcuate nucleus (ARN) kisspeptin neurons that regulate reproduction. Synchronized calcium oscillations were dependent on voltage-gated ion channel-mediated action potentials and were repressed by chemogenetic inhibition, suggesting that the network within the ARN and between the kisspeptin population mediates the oscillation. This minireview describes that ultradian rhythms are a general theme that underlies biological features, with special reference to calcium oscillations in the hypothalamic ARN from a developmental perspective. We expect that more attention to these oscillations might provide insight into physiological or developmental mechanisms, since many oscillatory features in nature still remain to be explored.