• Title/Summary/Keyword: DAE 모델

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Comparison of Korean Speech De-identification Performance of Speech De-identification Model and Broadcast Voice Modulation (음성 비식별화 모델과 방송 음성 변조의 한국어 음성 비식별화 성능 비교)

  • Seung Min Kim;Dae Eol Park;Dae Seon Choi
    • Smart Media Journal
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    • v.12 no.2
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    • pp.56-65
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    • 2023
  • In broadcasts such as news and coverage programs, voice is modulated to protect the identity of the informant. Adjusting the pitch is commonly used voice modulation method, which allows easy voice restoration to the original voice by adjusting the pitch. Therefore, since broadcast voice modulation methods cannot properly protect the identity of the speaker and are vulnerable to security, a new voice modulation method is needed to replace them. In this paper, using the Lightweight speech de-identification model as the evaluation target model, we compare speech de-identification performance with broadcast voice modulation method using pitch modulation. Among the six modulation methods in the Lightweight speech de-identification model, we experimented on the de-identification performance of Korean speech as a human test and EER(Equal Error Rate) test compared with broadcast voice modulation using three modulation methods: McAdams, Resampling, and Vocal Tract Length Normalization(VTLN). Experimental results show VTLN modulation methods performed higher de-identification performance in both human tests and EER tests. As a result, the modulation methods of the Lightweight model for Korean speech has sufficient de-identification performance and will be able to replace the security-weak broadcast voice modulation.

Development of FAA AC120-63 Level C Flight Simulation Model for KA-32T (FAA AC120-63 Level C급 KA-32T 비행 시뮬레이션 모델 개발)

  • Jeon, Dae-Keun;Jun, Hyang-Sig;Choi, Hyoung-Sik;Choi, Young-Kiu
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.37 no.4
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    • pp.406-412
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    • 2009
  • Flight simulation model for helicopter simulator is one of the most important models which affect flight performance and handling quality. It is typical to develop the model based on the raw data and models from the helicopter designers/manufacturers. The approaches in this study were to develop the basic model based on the available resources regarding helicopter operation/maintenance and to tune and validate it based on the flight test results. The basic model was developed with maintenance manuals, flight manuals, analyses, measurements, papers and so on considering that KA-32T data could not be obtained from the manufacturer. The flight test for KA-32T was performed and the reference data for the simulation validation tests were acquired. The flight simulation model was validated to have the fidelity compatible with level C of FAA AC120-63 after comparison and tuning with flight test results.

Comparison of Future Dangerousness Prediction Models for Long-Term Behaviors of Concrete Cable-Stayed Bridges (콘크리트 사장교 장기거동에 대한 장래 위험성 예측 모델의 비교)

  • Lee, Hwan Woo;Kang, Dae Hui
    • Journal of Korean Society of societal Security
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    • v.1 no.3
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    • pp.51-57
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    • 2008
  • The long-term behaviors of prestressed concrete cable-stayed bridges are considerably influenced by the time dependant material characteristics such as creep and shrinkage. This study investigated the influences of the change of relative humidity by application of the CEB-FIP model and ACI model, which are generally used in the prediction of long-term behavior of concrete structures. In case of the moment of girder, CEB-FIP model predicted a bigger effect of relative humidity change than the ACI model. Furthermore, the effect was significant. Also, the long-term behaviors between these models were different each other even under the same material condition. Therefore, the prediction of the long-term behavior should be compensated after comparative analysis with the results of material tests of each construction site and between the different models.

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Algorithm for Topological Relationship On an Indeterminate Spatiotemporal Object (불확실한 시공간 객체에 관한 위상 관계 알고리즘)

  • Ji, Jeong-Hui;Kim, Dae-Jung;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
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    • v.10D no.6
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    • pp.873-884
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    • 2003
  • So far, significant achievements have been studied on the development of models for spatial and spatiotemporal objects with indeterminate boundaries which are found in many applications for geographic analysis and image understanding. Therefore, in this paper we propose the spatiotemporal data model which is applicable for spatial and spatiotemporal objects with uncertainty. Based on this model, we defined topological relationships among the indeterminate spatiotemporal objects and designed the algorithm for the operations. For compatibility with existing spatial models, the proposed model has been designed by extending the spatiotemporal object model which is based on the open GIS specification. We defined indeterminate spatial objects, such as the objects whose position and the shape change discretely over time, and the objects whose shape changes continuously as well as the position. We defined topological relationships among these objects using the extended 9-IM. The proposed model can be efficiently applied to the management systems of natural resource data, westher information, geographic information. and so on.

A Study on Impact of Reading Role Model Influencing Reading Effectiveness to High Students (독서역할모델이 고등학생의 독서유효성에 미치는 영향 연구)

  • Jeong, Dae-Keun;Park, Seong-Woo
    • Journal of Korean Library and Information Science Society
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    • v.46 no.3
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    • pp.201-224
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    • 2015
  • This study analyzes the influences on the reading flow, reading satisfaction, and continuous willingness to read books for parents, teachers, and friends as a reading role model to influence high school students and the differences in the personal characteristics; gender, disciplines, and grade. The result shows that the most important contributor for high school students' reading is friends and male students are more influenced by their friends than female students. In addition, students in vocational high school are more influenced by their friends than students in academic high school. Parents factor relatively affects the reading for male students, 3rd grade students in high school, and students in academic high school. On the other hand, teachers barely affect the reading factors for students.

Type based Access Control Model and Application of Rehabilitation Psychology Analysis System (재활심리분석시스템의 타입기반 접근제어 모델 및 응용)

  • Kim, Young-Soo;Kim, Jung-Dae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.17 no.9
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    • pp.2082-2090
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    • 2013
  • As rehabilitation psychology analysis system which manages examination information becoming more popular, interoperability, portability and security are becoming major concerns of modern computing. We propose a security model on the type information based access control system for rehabilitation psychology analysis that can enhance both security and availability by separating the functions delivered from object-oriented databases to solve these problems. We apply the access control model specifically to enhancement of security system and also perform a test to verify the security and availability of our model.

A Study on the Component Technology of DTV based Cross Media Service Receiver (DTV 기반의 크로스미디어 서비스를 위한 수신기 요소기술)

  • Lee, Man-Kyu;Kwon, Tae-Hoon;Kang, Dae-Kap
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.147-150
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    • 2009
  • 초고속 통신망의 발전으로 인터넷을 통한 고화질 비디오 서비스가 가능해지고, IPTV 서비스 등이 등장하는 등 방송과 통신의 융합서비스가 본격화되고 있다. 그러나 우리나라의 IPTV 서비스는 대용량의 데이터를 일정한 품질로 제공하기 위해서 막대한 투자비가 소요되는 망 구축이 필요하며, 오픈 네트워크인 기존의 인터넷과 달리 폐쇄적인 구조로 운영되고 있다. 대용량 전송의 장점을 가진 방송망과 양방향 특성을 가진 통신망을 같이 활용하는 DTV기반 크로스미디어 서비스 환경에서는 양방향 비디오 서비스를 보다 효율적으로 제공하는 것이 가능할 것으로 기대된다. 이를 통해 TV 시청자에게는 개인화된 형태의 새로운 서비스를 제공하고, 방송사에게는 전통적인 사업모델을 탈피하여 새로운 비즈니스 모델을 찾을 수 있는 기회를 줄 수 있다. 이미 유사한 개념의 서비스들이 국내외에서 다양하게 시도되고 있다. 본 논문에서는 지상파 방송망과 유무선 인터넷에 연결 가능한 크로스미디어 서비스 환경에서 시청자에게 제공 가능한 서비스 시나리오를 제시하고, 이를 위한 수신기 요소 기술을 제안한다. 서비스를 위한 콘텐츠 전송 기술로서 인터넷을 이용한 HTTP 기술과 방송망을 이용한 Push 기술을 활용하였고, 서비스 내용을 시청자에게 보여주기 위한 표현 기술로서 TV용 브라우저를 목표로 설계된 CEA-2014 규격을 활용하였다. 또한 CEA-2014가 제공하지 못하는 더 필요한 기능들을 위해 수신기 API를 추가로 정의하였고, 서비스에 필요한 데이터 공유와 활용을 위하여 메타데이터 모델을 정의하였다. 그리고 제안한 수신기 요소 기술들의 적합성을 보여주기 위하여 핵심 시나리오에 대한 테스트 모델을 만들고 이에 대한 프로토타입 시스템을 구현하였다.

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A Study on Ship's Safety Performance for A Navigation Safety Monitoring System in Shore Side (항해안전 감시시스템을 위한 선박안전성능 평가방안 연구)

  • Kim, Seung-Tae;Lee, Dae-Hak;Park, Cheol-Min;Lee, Eun-Jeong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2017.11a
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    • pp.8-10
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    • 2017
  • 최근 빈번한 항해 사고에 대응하여 항해 안전에 대한 관심이 높아지고 있으며 특히 항해중인 선박의 안전 항해에 대한 육상 감시기술 개발에 많은 노력이 기울려 지고 있다. 이러한 육상용 항해안전 감시시스템은 항만 교통 번잡도에 따른 조종 위험성 평가 기능 및 해양기상에 따른 선박 안전성능 평가 기능 등으로 구성되며, 선박 안전성능 평가를 위하여 선박에서 전송되는 AIS정보를 운항정보로 변환하여 구축된 선박별 동특성 정보와 연결한 후 안전성능지수를 도출하는 기술 구현이 필요하다. 본 연구에서는 이러한 항해안전 감시시스템 개발을 위하여 환경 요인에 의한 항해중 선박의 위험 요소를 분석, 항해안전 평가 모델을 개발한 후 개발된 평가 모델에 대한 평가 기준을 제시하였고 각 평가 모델의 결과를 정량적 지수형태로 도출하여 안전항해 감시시스템의 정량적 평가 기능을 지원하였다.

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Estimating Monthly Tourist Population for Analysis of Green Tourism Potential in Village Level - A Case Study of Hahoe Village - (그린투어리즘 포텐셜 분석을 위한 관광마을 수준의 월별 방문객 추정 - 하회마을을 중심으로 -)

  • Gao, Yujie;Kim, Dae-Sik;Kim, Yong-Hoon
    • Journal of Korean Society of Rural Planning
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    • v.17 no.1
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    • pp.1-11
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    • 2011
  • 본 연구에서는 ARIMA(Autoregressive Integrated Moving Average) 모델을 이용하여 농촌관광마을의 월별 관광객을 추정하였다. 단일 마을에 대한 시계열 자료를 경상북도 안동시에 위치한 하회마을을 대상으로 구축하였다. 월별 시계열 자료는 2000년부터 2010년까지 구성되었는데(2008년도 누락), 2000년에서 2007년까지 자료는 최적 모델의 도출에 나머지는 예측치의 검정에 사용되었다. 연구 결과 최적모델에 필요한 시계열 자료의 길이는 6년으로 나타났으며, 최적모델은 계절성을 고려한 SARIMA(2,1,1)(1,1,2)12로 나타났다. 최적 시계열 년수로 나타난 6년을 사용하여 2000-2005, 2001-2006, 그리고 2002-2007의 자료로부터 각각 SARIMA(2,1,1)(1,1,2)12를 도출하여, 차기년도들에 대한 예측결과를 비교한 결과, 높은 $R^2$값을 보였다.

Prediction of Creep Behavior for Cohesive Soils (점성토에 있어서의 크리프 거동 예측)

  • Kim Dae-Kyu
    • Journal of the Korean Geotechnical Society
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    • v.20 no.7
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    • pp.79-89
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    • 2004
  • An elastic-plastic-viscous constitutive model was proposed based on a simple formulation scheme. The anisotropic modified Cam-Clay model was extended for the general stress space for the plastic simulation. The generalized viscous theory was simplified and used for the viscous constitutive part. A damage law was incoporated into the proposed constitutive model. The mathematical formulation and development of the model were performed from the point of view that fewer parameters be better employed. The creep behaviors with or without creep rupture were predicted using the developed model for cohesive soils. The model predictions were favorably compared with the experimental results including the undrained creep rupture, which is an important observed phenomenon for cohesive soils. Despite the simplicity of the constitutive model, it performs well as long as the time to failure ratio of the creep rupture tests is within the same order of magnitude.