• Title/Summary/Keyword: Feature Configuration

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GMM Based Voice Conversion Using Kernel PCA (Kernel PCA를 이용한 GMM 기반의 음성변환)

  • Han, Joon-Hee;Bae, Jae-Hyun;Oh, Yung-Hwan
    • MALSORI
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    • no.67
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    • pp.167-180
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    • 2008
  • This paper describes a novel spectral envelope conversion method based on Gaussian mixture model (GMM). The core of this paper is rearranging source feature vectors in input space to the transformed feature vectors in feature space for the better modeling of GMM of source and target features. The quality of statistical modeling is dependent on the distribution and the dimension of data. The proposed method transforms both of the distribution and dimension of data and gives us the chance to model the same data with different configuration. Because the converted feature vectors should be on the input space, only source feature vectors are rearranged in the feature space and target feature vectors remain unchanged for the joint pdf of source and target features using KPCA. The experimental result shows that the proposed method outperforms the conventional GMM-based conversion method in various training environment.

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Design and Implementation of Integration Application Framework Supporting Dynamic Configuration (동적 형상 변경 관리를 지원하는 통합 애플리케이션 프레임워크의 설계 및 구현)

  • Lee, Yong-Hwan;Min, Du-Gki
    • Journal of Information Technology Services
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    • v.4 no.1
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    • pp.117-128
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    • 2005
  • When we conduct development of a large-size SI project, it is highly necessary to utilize an appropriate application framework which helps to build a qualified software with high productivity in a short period of time. In this paper, we propose the architecture of a dynamically reconfigurable CBD application integration framework that has been used for developing large-scale e-business applications to achieve high development productivity and maintainability. This Integration framework can easily extend its functionalities, and dynamically change its configuration during run time according to the business category, such as applying interaction patterns among main components in software architecture, rules, policies, and environmental parameters. Dynamic reconfiguration has the feature to make applications be easily customized for changeable requirements. Through our application integration framework, huge sizes of contents can be managed according to the business category as well, by keeping configuration informations and huge volumes of source codes. In order to evaluate out application integration framework in terms of performance criteria, we present experimental results of throughputs from the framework by yielding dynamic configuration without any performance degradation.

Automatic Component Reconfiguration using Feature Configuration (특성 구성을 이용한 컴포넌트 재구성 자동화)

  • 정주미;장정아;최승훈
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04b
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    • pp.382-384
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    • 2004
  • 소프트웨어 개발 단계 초기에 소프트웨어 제품군에 속하는 멤버들의 공통정과 차이점들을 미리 예측하고 분석하여 단위가 크고 전략적인 형태의 재사용을 가능하도록 함으로써 궁극적으로 소프트웨어 개발의 생산성을 향상시키고자 하는 것이 소프트웨어 프로덕트 라인 개발 방법론의 목적이다. 최근에는 소프트웨어 프로덕트 라인 개발에 자동 생성 프로그래밍 기법을 적용하기 위한 연구가 진행 중이다. 그런데, 어플리케이션 단위의 프로덕트 라인 개발 방법론은 단위가 너무 커서 자동 생성 기법을 효율적으로 적용하기가 힘들며, 따라서 그 초점을 컴포넌트 단위로 한정시킬 필요가 있다 본 논문에서는 도메인 공학의 주요 산물인 특성 다이어그램으로부터 특정 컴포넌트의 요구사항을 나타내는 특성 구성(Feature Configuration)을 만들고, 이를 바탕으로 컴포넌트 코드를 자동 생성하는 도구를 구현하였다. 본 논문의 컴포넌트 재구성 자동화 도구는 재사용자의 요구에 맞는 컴포넌트 소스 코드를 자동 생성함으로써 소프트웨어 프로덕트 라인 개발 생산성을 향상시킨다.

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A Study on the Development of Intelligent Supplementary Feature Designer(ISFD) in Injection Molding (사출성형제품 부형상의 지적 설계에 관한 연구)

  • Gang, Seong-Nam;Heo, Yong-Jeong
    • Journal of the Korean Society for Precision Engineering
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    • v.18 no.8
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    • pp.164-173
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    • 2001
  • The configuration of injection molded part can be classified into primary feature and supplementary feature. Even though supplementary features such as ribs, snap fits and bosses make mold more complicated, which cause the increasement of the mold cost, supplementary features should be attached to primary features because of assembly, reinforcement, moldability and other functional purposes. But it is not easy for novice designers to design them appropriately because of the profound knowledge related to Injection molding. In this paper, the intelligent design tool called ISFD(Intelligent Supplementary Feature Designer) which supplies easy, simple, time and cost-effective design method has been studied and developed. A knowledge-based design system is a new tool which enables the concurrent design and CIM with integrated and balanced design decisions at the initial design stage of injection molding.

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Workpart and Setup Planning for NC Machining of Prismatic Model:Feature-Based Approach (형상인식에 의한 다면체모델의 NC 가공을 위한 소개 및 셋업계획)

  • 지우석;서석환;강재관
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.1078-1083
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    • 1992
  • Extracting the process planning information from the CAD data is the key issue in integrated CAD/CAM system. In this paper, we develop algorithms for extracting the shape and setup configuration for NC machining of prismatic parts. In determining the workpart shape, the minimum-enclosing condept is applied so that the material waste is minimized. To minimize the number of setups, feature based algorithm is developed considrint the part shape, tool shape, and tool approach direction. The validity and effectiveness of the developed algorithms were tested by computer simulations.

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A Novel Visual Servoing Method involving Disturbance Observer (외란 관측기를 이용한 새로운 시각구동 방법)

  • Lee, Joon-Soo;Suh, Il-Hong
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.3
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    • pp.294-303
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    • 1999
  • To improve the visual servoing performance, several strategies were proposed in the past such as redundant feature points, using a point with different height and weighted selection of image features. The performance of these visual servoing methods depends on the configuration between the camera and object. And redundant feature points require much computation efforts. This paper proposes the visual servoing method based on the disturbance obsever, which compensates the upper off-diagonal component of image feature jacobian to be the null. The performance indices such as sensitivity for a measure of richness, sensitivity of the control to noise, and comtrollability are shown to be improved when the image feature Jacobian is given as a block diagonal matrix. Computer simulations are carried out for a UUMA560 robot and show some results to verify the effectiveness of the proposed method.

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Research on Effective Feature Vector Configuration for Motion Matching in Locomotive Motion Generation (보행 동작 생성을 위한 모션 매칭의 효과적인 특징 벡터 설정에 관한 연구)

  • Sura Kim;Sang Il Park
    • Journal of the Korea Computer Graphics Society
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    • v.29 no.3
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    • pp.159-166
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    • 2023
  • This paper investigates effective methods for implementing motion matching, which is actively used in real-time motion generation applications. The success of motion matching heavily hinges on its simple definition of a feature vector, yet this very definition can introduce significant variance in the outcomes. Our research focuses on identifying the optimal combination of feature vectors that effectively generates desired trajectories in locomotion generation. To this end, we experimented with a range of feature vector combinations and performed an in-depth error analysis to evaluate the results.

Development of a Handheld Sheet Resistance Meter with the Dual-configuration Four-point Probe Method

  • Kang, Jeon-Hong;Lee, Sang-Hwa;Yu, Kwang-Min
    • Journal of Electrical Engineering and Technology
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    • v.12 no.3
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    • pp.1314-1319
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    • 2017
  • A handheld sheet resistance meter that can easily and quickly measure the sheet resistance of indium tin oxide films was developed. The dual-configuration four-point probe method was adopted for this instrument, which measured sheet resistance in the range from $0.26{\Omega}/sq$. to $2.6k{\Omega}/sq$. with 0.3 % ~ 0.5 % uncertainty. The screen of the instrument displayed the sheet resistance when the probe was in contact with the sample surface and the value continued to be displayed during the probe contact. Even after separating the probe from the surface, the value was still displayed on the screen and could be read easily. A feature of the instrument was the use of the dual-configuration technique to reduce edge effects markedly compared with the single-configuration technique and its ease of operation without applying correction factors for sample size and thickness.

Parametric Design of a Car Audio Based on Configuration Design Method (구성설계 방법을 이용한 차량용 오디오의 파라메트릭 설계)

  • 강춘식;한순흥
    • Korean Journal of Computational Design and Engineering
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    • v.2 no.4
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    • pp.276-285
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    • 1997
  • Engineers need to reduce the product design time interval and deal with frequent design changes. For this purpose a design expert system has been developed where a 3D CAD system is used for the visualization of a design layout especially the car audio design. This expert system is based on the configuration design methodology, one of the design methods which emulates the engineering design process, and the parametric design method. The design methods and heuristic knowledge are represented as rules, and design parts are represented as objects with properties. After an inference process, design parameters are extracted and they are used leer the parametric design. This study focused on the shape visualization of product components in the preliminary design phase.

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