• 제목/요약/키워드: MCD

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A performance evaluation study of a deep learning-based voice synthesis technique using Mel-Conceptual Distortion (MCD). (멜-셉스트럴 왜곡(MCD)를 활용한 딥러닝 기반 목소리 합성 기술의 성능 평가 연구)

  • Jaesang Han;Yunseo Kang;Sangwoo Na;Hayeon Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.05a
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    • pp.488-489
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    • 2023
  • 노래 음성 변환(Singing Voice Conversion, SVC)은 오디오 처리 분야에서 최근 활발히 연구되는 분야 중 하나로, 원래의 멜로디와 가사를 유지하면서 소스 가수의 노래 음성을 대상 가수의 음성으로 변환하는 것을 목표로 한다. 본 논문에서는 딥러닝 기반 SVC 모델을 중심으로 멜 셉스트럴 왜곡 지표를 활용해 모델 간 성능 평가를 진행한다. 이를 통해 엔터테인먼트, 교육 등 분야에서 효율적인 SVC 모델을 찾아 활용할 수 있을 것이다.

Dose perturbation measurements during the liver treatment with internal organ motion: Mathematical modeling and Experimental simulation (호흡에 의한 내부 움직임의 영향이 있는 간에서의 실험적 선량 측정)

  • Chung, Jin-Bum;Kim, Yon-Lae;Chung, Won-Kyun;Suh, Tae-Suk
    • Proceedings of the Korean Society of Medical Physics Conference
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    • 2004.11a
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    • pp.115-118
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    • 2004
  • Respiratory motion in the thorax and abdomen is an important limiting factor in high-precision radiation therapy. The lung tumor and tumor(pancreas, stomach) in abdomen therefore are internal motion due to breathing. We will perform to measurement of dose distributions for these moving tumors. In preliminary study, we investigated displacement of moving tumor such as liver, lung tumor in abdomen with previously reported papers. With reference data, internal movements of tumor are displayed with phantom and moving control device(MCD), which appear three dimension (3-D) motion such as x, y and z axis. These devices are used to access dose delivered in tumor with and without internal motion. The MCD and phantom were used to evaluate a delivered dose under similar condition, although there are not same internal tumor motion. In future, we will obtain the exact evaluation of dose if improved in programed software of moving control device and measure precise internal motion using image modality such as fluoroscopy, simulator in based on this study.

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A Robust Test for Location Parameters in Multivariate Data (다변량 자료에서 위치모수에 대한 로버스트 검정)

  • So, Sun-Ha;Lee, Dong-Hee;Jung, Byoung-Cheo
    • The Korean Journal of Applied Statistics
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    • v.22 no.6
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    • pp.1355-1364
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    • 2009
  • This work propose a robust test for location parameters in multivariate data based on MVE and MCD with the affine equivariance and the high-breakdown properties. We consider the hypothesis testing satisfying high efficiency and high test power simultaneously to bring in the one-step reweighting procedure upon high-breakdown estimators, which generally suffer from the low efficiency and, as a result, usually used only in the exploratory analysis. Monte Carlo study shows that the suggested method retains nominal significance levels and higher testing power without regard to various population distributions than a Hotelling's $T^2$ test. In an example, a data set containing known outliers does not make an influence toward our proposal, while it renders a Hotelling's $T^2$ useless.

Many-to-many voice conversion experiments using a Korean speech corpus (다수 화자 한국어 음성 변환 실험)

  • Yook, Dongsuk;Seo, HyungJin;Ko, Bonggu;Yoo, In-Chul
    • The Journal of the Acoustical Society of Korea
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    • v.41 no.3
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    • pp.351-358
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    • 2022
  • Recently, Generative Adversarial Networks (GAN) and Variational AutoEncoders (VAE) have been applied to voice conversion that can make use of non-parallel training data. Especially, Conditional Cycle-Consistent Generative Adversarial Networks (CC-GAN) and Cycle-Consistent Variational AutoEncoders (CycleVAE) show promising results in many-to-many voice conversion among multiple speakers. However, the number of speakers has been relatively small in the conventional voice conversion studies using the CC-GANs and the CycleVAEs. In this paper, we extend the number of speakers to 100, and analyze the performances of the many-to-many voice conversion methods experimentally. It has been found through the experiments that the CC-GAN shows 4.5 % less Mel-Cepstral Distortion (MCD) for a small number of speakers, whereas the CycleVAE shows 12.7 % less MCD in a limited training time for a large number of speakers.

Histopathologic Diagnosis and Outcome of Renal Biopsied Pediatric Nephrotic Syndrome (신생검을 받은 소아 신증후군에서 조직병리 소견과 치료 성과)

  • Chung Hye-Jeon;Youn Suk;Kim Sung-Do;Cho Byoung-Soo
    • Childhood Kidney Diseases
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    • v.9 no.2
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    • pp.149-158
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    • 2005
  • Purpose : To determine the histological findings and treatment outcome in cases of child hood nephrotic syndrome which required renal biopsy. Methods : We retrospectively reviewed the clinical, laboratory, pathologic findings and therapeutic outcomes of 159 nephrotic children who received a renal biopsy at the Department of Pediatrics, Kyunghee Medical University Hospital, Seoul from 1984 to 2004 over a period of 21 years. The renal biopsy was performed in nephrotic children who showed atypical features at presentation, or needed cytotoxic therapy because of frequent-relapsing, steroid-dependent, or steroid-resistant nephrotic syndrome(SRNS). Results : Minimal change disease(MCD) was found in 52.1$\%$ of the patients, followed by diffuse mesangial proliferation(33.1$\%$), focal segmental gomerulosclerosis(5.3$\%$), membranoproliferative glomerulonephritis(2.4$\%$), membranous nephropathy(2.4$\%$), and IgA nephropathy(1.8$\%$). In MCD children, 14.8$\%$ had hematuria, 22.7$\%$ had hypertension, 5.7$\%$ showed decreased renal function, and no patient was found to have an abnormal complement level. Among patients diagnosed with diseases other than MCD, 43.2$\%$ had hematuria, 21.0$\%$ was found to be hypertensive, 7.4$\%$ of children showed decreased renal function and only 3(3.7$\%$) had decreased complement level; the rates of hematuria and SRNS were found to be significantly higher than MCD patients. Among 37 SRNS patients, 30(81.0$\%$) showed a final remission state with long-term steroid therapy, including methylprednisolone pulse therapy, over 4 months, with or without cytotoxic therapy. Conclusion : Almost half of the cases of childhood nephrotic syndrome requiring renal biopsy were not diagnosed with MCD. Among atypical features, hematuria and steroid-resistance would be the most probable indicators for a diagnosis other than MCD. Even in patients with SRNS, long-term methylprednisolone pulse therapy may result in a good remission rate. (J Korean Soc Pediatr Nephrol 2005;9:149-158)

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cDNA microarray gene expression profiling of melittin and mast cell degranulation peptide in human mast cell strain (봉독의 주요성분인 Melittin과 MCDP이 비만세포주에서 유전자 발현에 미치는 영향에 대한 microarray 분석)

  • So, Jae-jin;Woo, Hyun-su;Kim, Chang-hwan
    • Journal of Acupuncture Research
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    • v.22 no.3
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    • pp.37-51
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    • 2005
  • Mast cell is a cell that functions mainly in our body with a respect to inflammation and allergic response. Bee venom has been progressed in a study as a model related to mechanism in alleviation of pain until now, but it is being progressed in a study relevant to immunocyte in anti-inflammation or anti-allergic response. The present study is aimed to present the basis related to a future study of gene, by researching the influence of melittin and MCD Peptide, which are major ingredients in Bee venom, upon the expression of gene in the mast cell strain. In this study, it dealt with melittin and MCD Peptide respectively, in the effective concentration after passing though the experiment of cytotoxicity by using human mast cell strain. Also, with the respect in the aspect of expression in gene that changes at this time, information was obtained through the technique of analyzing microarray. Through experimental statistics, when regarding a case that global M is significant in more than 1 or -1, in melittin, all 7 genes were accelerated, and 8 inhibited. In MCDP, 7 genes were accelerated and 17 genes inhibited. The function in the body to which these genes are related, was associated with the protein binding within a cell, the activation in the function of lymphocyte, the acceptor related to macrophage antigen. In cell nucleus, substance related to GABA A receptor, protein associated with cAMP reactive element, substance related to complement system No.8 and to B-cell, protein substance related to polycystic kidney disease, substance related to inflammation, and the protein substance of influencing coagulation of blood. Through these results of analysis, it could obtain more useful materials in clarifying the mechanism of action in melittin and MCD peptide, which are in charge of mainly medical action in the abdomen. Also, it is thought that an in-depth study on the influence of main ingredients in Bee venom, the wholly honey bee venom aqua upon anti-allergic response or anti-inflammation are further required.

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Effect of Salt on Mitotic Cycle in Root Meristem Cells of Rice (벼 세포적기에 미치는 염분 농도의 영향)

  • 김재철;권성환;이진재;이영일
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.37 no.5
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    • pp.397-404
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    • 1992
  • The mitotic cycle duration(MCD) and component phase periods of rice(Oryza sativa L.) root meristem cells on the different salt concentrations were investigated by using of tritiated thymidine. The time interval between the maxima of sequential mitotic appearances of marked cells was used as criteria in measuring the MCD of rice. The MCD of rice cultivars 'Seomjinbyeo and Chilseongbyeo' at 0.0%, 0.3%, and 0.6% of salt concentrations appeared the same period as 12hr. The durations of component phase of rice cultivar 'Seomjinbyeo' were the almost same periods at 0.1%, 0.3%, and 0.6% of salt, but in 'Chilseongbyeo' cultivar the G1 and G2 periods were shorter while the S period was longer at 0.3% and 0.6% of salt. Deoxyribonucleic acid(DNA) and protein synthesis were increased while ribonucleic acid(RNA) synthesis was decreased with increasing salt concentrations at Chilseombyeo roots. In Seomjinbyeo roots, DNA and RNA synthesis were decreased while protein synthesis was increased with increasing salt concentrations. These results suggest that DNA, RNA, and protein synthesis may not affect the MCD in rice, but the increase of protein synthesis may be related to the salt tolerance of rice.

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The Effect of Tumor Necrosis Factor-Alpha on Glomerular Epithelial Cells in Glomerular Permeability ($TNF-{\alpha}$가 토리 상피세포의 투과성에 미치는 영향)

  • Cho Min-Hyun;Lee Ji-Hye;Koo Ja-Hoon;Ko Cheol-Woo
    • Childhood Kidney Diseases
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    • v.8 no.1
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    • pp.1-9
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    • 2004
  • Purpose : Minimal Change Disease (MCD) is the most common primary nephrotic syndrome in children. Some suggested that tumor necrosis $factor-{\alpha}$ ($TNF-{\alpha}$) are involved in the pathogenesis of MCD. Methods : This study was done to see the changes of plasma and urinary $TNF-{\alpha}$, and its effect on the determination of permeability of the glomerular basement membrane (BM) contributed by heparan sulfate proteoglycan (HSPG). Study patients consisted of 19 biopsy-proven MCD children aged 2-15 years old. Both plasma and urinary $TNF-{\alpha}$ were measured. Employing the Millicell system, $TNF-{\alpha}$ was screened for the permeability factors. We examined whether $TNF-{\alpha}$ regulated BM HSPG gene expression and HS synthesis in the glomerular epithelial cells (GECs). Results : Urinary $TNF-{\alpha}$ during relapse was significantly increased when compared with that of during remission or controls ($364.4{\pm}51.2$ vs $155.3{\pm}20.8,\;36.0{\pm}4.5$ ng/mg cr) (P<0.05). However, negative results were obtained in the permeability assay using the Millicell system. No difference was seen in the BM HSPG gene expression and HS synthesis in the GECs. Conclusion : It seems that $TNF-{\alpha}$ may not play a disease-specific role in the pathogenesis of MCD.

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Changes of Plasma and Urinary $TNF-{\alpha}$ in Children with Minimal Change Nephrotic Syndrome and Its Role in Albumin Permeability (미세변화신증후군 환아에서 Tumor Necrosis Factor-${\alpha}$의 혈중 및 요중 변화와 알부민 투과성에 미치는 영향)

  • Cho Min-Hyun;Lee Hwan-Seok;Oh Hyun-Hee;Chung Ki-Young;Koo Ja-Hoon;Ko Cheol-Woo
    • Childhood Kidney Diseases
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    • v.7 no.1
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    • pp.16-22
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    • 2003
  • Purpose : Minimal Change Disease(MCD) is the most common primary nephrotic syndrome in children. Some suggested that tumor necrosis factor-${\alpha}$ ($TNF-{\alpha}$) are involved in the pathogenesis of MCD. This study was done to see the changes of plasma and urinary $TNF-{\alpha}$, and their effects on the permeability of glomerular basement membrane. Methods : Study patients consisted of 19 biopsy-proven MCD children aged 2-15 years old. Both plasma and urinary $TNF-{\alpha}$ were measured. Employing the Millicell system, $TNF-{\alpha}$ were screened for the permeability factors. Results : Urinary $TNF-{\alpha}$ during relapse was significantly increased(P<0.01). No significant change was seen in the plasma $TNF-{\alpha}$ during relapse when compared to those in remission and the healthy controls. Furthermore, in the in vitro Millicell system, $TNF-{\alpha}$ did not produce a significant change in albumin permeability. Conclusion : Therefore, it seems that $TNF-{\alpha}$ may not play a disease-specific role in the pathogenesis of MCD.

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Study on the Minimum Recursive Reflection Performance according to the Color of Road Surface (노면표시 색상에 따른 최소재귀반사성능 연구)

  • Han, Eum;Kang, Jong Ho;Kim, Cheong Ho;Park, Sungho;Yun, Ilsoo
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.37-48
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    • 2020
  • Eight colors prescribed by the Enforcement Rules of the Road Traffic Act and the group standard were tested to secure the minimum recursive reflectance performance standards when drying and wetting. The results were calculated to be 260.8 (mcd/㎡·lux) when drying white and 154.6 (mcd/㎡·lux) when wet. Yellow was 67% compared to the white reflective performance when drying. Wet poetry was 79 % and 59 %, respectively. In the case of blue, it was 64% in the case of white versus 72% in the case of white. Wet poetry was 63 % and 72 %, respectively. The range of changes in reflective performance during wetting was higher than when drying, and the absence of glass grains was similar to the previous results. The new colors also have a standard value of more than 50% compared to the white color in red, orange, pink, light green, and green. Based on this, it was estimated that the minimum reflective performance criteria according to the color of the road markings would form the basis for the enforcement rules of the Road Traffic Act.