• 제목/요약/키워드: transformation method

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확률적 방법을 이용한 음성 개성 변환 (Voice Personality Transformation Using a Probabilistic Method)

  • 이기승
    • 한국음향학회지
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    • 제24권3호
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    • pp.150-159
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    • 2005
  • 본 논문에서는 임의의 음성을 특정 화자가 발성한 것처럼 들리도록 변환하는 음성 개성 변환 알고리즘에 대해 연구하였다. 제안된 기법은 화자의 음성을 LPC 켑스트럼, 피치, 발성 속도를 사용하여 표현하였으며 각각에 대한 변환 규칙을 생성하여 변환을 수행하였다. LPC 켑스트럼은 혼합 가우시안 모델을 이용한 확률적으로 모델링하고, 두 화자간의 대응관계를 조건 확률로 나타내었다. 확률적인 모델링에 필요한 각종 파라메터들을 얻기 위해 최대 가능도 기법이 사용되었으며, 변환 LPC 켑스트럼은 최소 자승 오차 방법에 근거하여 얻어지도록 하였다. 운율 변환을 위한 변수로 본 논문에서는 피치와 발성 속도를 사용하였으며, 두 음성간의 평균값 비율을 사용하여 운율 변환을 수행하였다. 제안된 기법은 기존 벡터 양자화 기반의 기법과 비교에서, 객관적인 척도로 사용한 평균 켑스트럼 거리 감소율, 가능도 증가율 면에서 우수한 성능을 나타내었다. 주관적인 테스트에서도 기존의 방법과 유사한 인식율을 얻었으며 특히 완만하게 변화하는 스펙트럼 궤적에 따른 고음질이 얻어짐을 확인할 수 있었다.

등가변형을 이용한 테이터 말뚝의 지지력 산정 (Estimation of Axial toad Capacity for Tapered Piles Using Equivalent Transformation)

  • 전성남;서경범;송원준;이준환
    • 한국지반공학회논문집
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    • 제25권8호
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    • pp.57-64
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    • 2009
  • 본 연구에서는 등가변형을 이용하며 테이퍼 말뚝의 지지력을 산정하는 방법을 제안하였다. 지반조건과 테이퍼각도를 고려하여 지지력을 산정하던 기존의 방법과 달리, 테이퍼말뚝의 지지력산정시 콘관입시험 결과를 활용하도록 하였다. 이때 테이퍼말뚝은 등가변형을 이용하여 형태를 단순화 시켰으며 이를 통해 실무에서 비교적 쉽게 지지력을 산정 할 수 있는 방법을 제안하였다. 제안된 방법의 검증을 위해 실내시험과 현장시험을 실시하였다. 실내모형시험 결과로부터 측정된 극한지지력과 본 연구에서 제안된 방법에 의한 예측값을 비교한 결과 표준편차는 $0.05{\sim}0.121$, COV는 $0.04{\sim}0.05$의 값을 보여 대체적으로 유사한 결과를 보였으며, 현장시험은 약 2.5%의 오차를 보여 측정값에 근접함을 알 수 있었다. 그 결과 제안된 지지력 산정법은 테이퍼말뚝의 지지력을 비교적 정확하게 예측하는 것으로 나타났다.

TOPOLOGICAL METHOD DOES NOT WORK FOR FRANKEL-MCDUFF CONJECTURE

  • Kim, Min Kyu
    • 충청수학회지
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    • 제20권1호
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    • pp.31-35
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    • 2007
  • In dealing with transformation group, topological approach is very natural. But, it is not sufficient to investigate geometric properties of transformation group and we need geometric method. Frankel-McDuff Conjecture is very interesting in the point that it shows struggling between topological method and geometric method. In this paper, the author suggest generalized Frankel-McDuff conjecture as a topological version of the conjecture and construct a counterexample for the generalized version, and from this we assert that topological method does not work for Frankel-McDuff Conjecture.

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잔류응력 완화에 미치는 상변태의 수치적 모델링 (N.M.for the Effect of P.T. on Resicual Stress Relaxation)

  • 장경복;손금렬;강성수
    • Journal of Welding and Joining
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    • 제17권6호
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    • pp.84-89
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    • 1999
  • Most of ferrous b.c.c weld materials may experience martensitic transformation during rapid cooling after welding. It is well known that volume expansion due to the phase transformation could influence on the relaxation of welding residual stress. To apply this effect practically, it is a prerequisite to establish a numerical model which is able to estimate the effect of phase transformation on residual stress relaxation quantitatively. For this purpose, the analysis is carried out in two regions. i.e., heating and cooling, because the variation of material properties following a phase transformation in cooling is different in comparison with the case in heating, even at the same temperature. The variation of material properties following phase transformation is considered by the adjustment of specific heat and thermal expansion coefficient, and the distribution of residual stress in analysis is compared with that of experiment by previous study. consequently, in this study, simplified numerical procedures considering phase transformation, which based on a commercial finite element package was established through comparing with the experimental data of residual stress distribution by other researcher. To consider the phase transformation effect on residual stress relaxation, the transition of mechanical and thermal property such as thermal expansion coefficient and specific heat capacity was found by try and error method in this analysis.

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3중 밀도 이산 웨이브렛 변환을 이용한 디지털 영상처리 기법 (The Digital Image Processing Method Using Triple-Density Discrete Wavelet Transformation)

  • 신종홍
    • 디지털산업정보학회논문지
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    • 제8권3호
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    • pp.133-145
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    • 2012
  • This paper describes the high density discrete wavelet transformation which is one that expands an N point signal to M transform coefficients with M > N. The double-density discrete wavelet transform is one of the high density discrete wavelet transformation. This transformation employs one scaling function and two distinct wavelets, which are designed to be offset from one another by one half. And it is nearly shift-invariant. Similarly, triple-density discrete wavelet transformation is a new set of dyadic wavelet transformation with two generators. The construction provides a higher sampling in both time and frequency. Specifically, the spectrum of the first wavelet is concentrated halfway between the spectrum of the second wavelet and the spectrum of its dilated version. In addition, the second wavelet is translated by half-integers rather than whole-integers in the frame construction. This arrangement leads to high density wavelet transformation. But this new transform is approximately shift-invariant and has intermediate scales. In two dimensions, this transform outperforms the standard and double-density discrete wavelet transformation in terms of multiple directions. Resultingly, the proposed wavelet transformation services good performance in image and video processing fields.

용접 잔류응력 완화에 미치는 변태 온도의 영향에 관한 수치적 모델링 (Numerical Modeling of the Transformation Temperature Effect on the Relaxation of Welding Residual Stress)

  • 장경복;강성수
    • 대한기계학회논문집A
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    • 제24권10호
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    • pp.2552-2559
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    • 2000
  • Most of ferrous b.c.c weld materials have martensitic transformation during rapid cooling after welding. It is well known that volume expansion due to the phase transformation could influence on the relaxation of welding residual stress. To apply this effect practically, it is necessary to establish a numerical model which is able to estimate the effect of phase transformation on residual stress relaxation quantitatively. For this purpose, the analysis is carried out in two regions, i.e., heating and cooling, because the variation of material properties following a phase transformation in cooling is different in comparison with the case in heating, even at the same temperature. The variation of material properties following phase transformation is considered by the adjustment of specific heat and thermal expansion coefficient, and the distribution of residual stress in analysis is compared with that of experiment by previous study. In this study, simplified numerical procedures considering phase transformation, which based on a commercial finite element package was established through comparing with the experimental data of residual stress distribution by other researcher. To consider the phase transformation effect on residual stress relaxation, the transition of mechanical and thermal property such as thermal expansion coefficient and specific heat capacity was found by try and error method in this analysis. In addition to, since the transformation temperature changes by the kind and control of alloying elements, the steel with many kinds of transformation temperature were selected and the effect of transformation on stress releasement was investigated by the numerical procedures considering phase transformation.

Analysis of 3-phase Induction Motor considering Current Regulator using DQ Transformation with Matrix Vector

  • Hong, Sun-Ki;Na, Yoo-Chung
    • Journal of international Conference on Electrical Machines and Systems
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    • 제3권2호
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    • pp.116-120
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    • 2014
  • 3-phase Induction machines are being used in industry and dq transformation from 3 phase of a, b, c is commonly used to analyze these machines. The equivalent circuits of d and q axis are however generally cross coupled and not simple to analyze. In this study, an analysis method of 3ph induction motor considering current regulator using dq transformation and matrix vector is proposed and it can explain the 3ph induction motor physically. This model does not need the separating process of d and q components. With this technique, the model becomes simple, is easy to understand in physical, and can get the same results with those from the other dq models. These simulation results of the proposed model are compared with those of other models for the conformation of the proposed method.

Validation Comparison of Credit Rating Models Using Box-Cox Transformation

  • Hong, Chong-Sun;Choi, Jeong-Min
    • Journal of the Korean Data and Information Science Society
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    • 제19권3호
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    • pp.789-800
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    • 2008
  • Current credit evaluation models based on financial data make use of smoothing estimated default ratios which are transformed from each financial variable. In this work, some problems of the credit evaluation models developed by financial experts are discussed and we propose improved credit evaluation models based on the stepwise variable selection method and Box-Cox transformed data whose distribution is much skewed to the right. After comparing goodness-of-fit tests of these models, the validation of the credit evaluation models using statistical methods such as the stepwise variable selection method and Box-Cox transformation function is explained.

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An Estimation of VaR in Stock Markets Using Transformations

  • Yeo, In-Kwon;Jeong, Choo-Mi
    • Journal of the Korean Data and Information Science Society
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    • 제16권3호
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    • pp.567-580
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    • 2005
  • It is usually assumed that asset returns in the stock market are normally distributed. However, analyses of real data show that the distribution tends to be skewed and to have heavier tails than those of the normal distribution. In this paper, we investigate the method of estimating the value at risk(VaR) of stock returns. The VaR is computed by using the transformation and back-transformation method. The analysis of KOSPI and KOSDAQ data shows that the proposed estimation outperformed that under the normal assumption.

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변위-변형율 변환행렬을 이용한 운전중 변형율 예측 및 응용 (Prediction of operational strains using displacement-strain transformation matrix and its application)

  • 서순우;김광준
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 1996년도 춘계학술대회논문집; 부산수산대학교, 10 May 1996
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    • pp.355-360
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    • 1996
  • When the operational strains of a structure can not be directly measured in order to predict the life of the structure due to the problem of the attachment, those must be obtained indirectly. Since the displacement and the strain are interrelated, the strain can be predicted from the measured displacement and displacement-strain transformation matrix. The transformation matrix is dependent on the boundary condition, unfortunately, and it is also difficult to know exactly that of the operational system. In this study, for the structure with arbitrary boundary condition under the operation, the approximate method is proposed in order to predict the operational strains using the transformation matrix obtained by using free boundary conditions. And the method is applied to predict the strains of leads of surface mount component under the vibration of the printed circuit board.

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