• Title/Summary/Keyword: Beta low

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Robust Non-negative Matrix Factorization with β-Divergence for Speech Separation

  • Li, Yinan;Zhang, Xiongwei;Sun, Meng
    • ETRI Journal
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    • v.39 no.1
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    • pp.21-29
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    • 2017
  • This paper addresses the problem of unsupervised speech separation based on robust non-negative matrix factorization (RNMF) with ${\beta}$-divergence, when neither speech nor noise training data is available beforehand. We propose a robust version of non-negative matrix factorization, inspired by the recently developed sparse and low-rank decomposition, in which the data matrix is decomposed into the sum of a low-rank matrix and a sparse matrix. Efficient multiplicative update rules to minimize the ${\beta}$-divergence-based cost function are derived. A convolutional extension of the proposed algorithm is also proposed, which considers the time dependency of the non-negative noise bases. Experimental speech separation results show that the proposed convolutional RNMF successfully separates the repeating time-varying spectral structures from the magnitude spectrum of the mixture, and does so without any prior training.

Frequency and Length Adjustment of A PEFP Low-Beta Dumbbell

  • Changyi, Gao;An, Sun;Liping, Zhang;Yazhe, Tang;Yingmin, Li;Kim, Han-Sung;Cho, Yong-Sub
    • Progress in Superconductivity and Cryogenics
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    • v.10 no.2
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    • pp.27-29
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    • 2008
  • Superconducting RF cavities are being considered for accelerating a proton beam at 700 MHz in the linac of the Proton Engineering Frontier Project (PEFP) and its post-project. Dumbbell fabrication is a mid-process for manufacturing an elliptical superconducting RF cavity. During the dumbbell fabrication, control of the dumbbell length and the $TM010\;{\pi}$ mode frequencies is necessary to build up a desired cavity. A new formula with a perturbation measurement method is used to measure and calculate the frequencies of the individual half-cells of a PEFP low-beta dumbbell, and to tune the frequency and length of the half-cells. In this article, the tuning method and results of the PEFP low-beta dumbbells have been presented.

Effect of Seeding on Microstructural Development of Silicon Nitride Ceramics (질화규소 세라믹스의 미세조직 형성에 미치는 Seed 첨가의 영향)

  • 이창주
    • Journal of Powder Materials
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    • v.5 no.2
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    • pp.133-138
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    • 1998
  • The effect of $\beta$-$Si_3N_4$ seeding on microstructural development of silicon nitride based materials has been investigated. In particular, to observe more distinctly the abnormal grain growth in pressureless sintering, fine $\alpha$-$Si_3N_4$(mean particle size: 0.26 ${\mu}m$) powder classified by sedimentation method was used. It was possible to prepare silicon nitride with abnormally grown grains under low nitrogen pressure of 1 atm thanks to the heterogeneous nucleation on $Si_3N_4$ seed particles. The size and morphology of silicon nitride grains were strongly influenced by the presence of $\beta$-$Si_3N_4$ seed and overall chemical composition. For specimens with initially low $\beta$-content, the large grains grew without a significant impingement by other large grains. On the contrary, for specimens with initially high $\beta$-content, steric hindrance was effective. The resulting microstructure was less inhomogeneous and characterized by unimodal grain size distribution.

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Immunogenecity of Low Molecular Weight Immunogens in Laying Hens (닭에서 저급 분자량 항원의 면역원성)

  • Lee, Kyong-Ae
    • Korean Journal of Human Ecology
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    • v.5 no.1
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    • pp.75-80
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    • 1996
  • The immunogenecity of low molecular weight ($MW{\le}30,000$) immunogens in laying hens was investigated. Immunogens were insulin derivatives and ${\beta}$-lactoglobulin(${\beta}-Lg$). Insulin derivatives were reduced- carboxymethylated(RCM) insulin, and RCM-A and RCM-B chain of insulin. The yolk antibodies against RCM-A chain of insulin appeared after the first immunization. The yolk antibodies against RCM-B chain of insulin were elicited 5 weeks after the third booster injection. Although the anti-RCM-B chain yolk antibodies recognized native insulin, the anti-RCM-A chain yolk antibodies didn't native insulin. The anti-RCM insulin yolk antibodies were induced after the second booster injection and showed cross-reactivities with native insulin. On the other hand, ${\beta}-Lg$ showed stronger immunogenecity than insulin derivatives. The $anti-{\beta}-Lg$ yolk antibodies were produced after the second booster injection and the peak titer was reached 3 weeks after the third booster injection.

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Production Enhancement of Menthol in Suspension Cultures of Peppermint Using Cyclodextrin (Peppermint 세포 현탁배양에서 Cyclodextrin을 이용한 Menthol의 생산성 증대)

  • 조규헌;임철호;박세춘;신명근
    • KSBB Journal
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    • v.13 no.1
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    • pp.26-30
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    • 1998
  • The suspension cultures of Mentha piperita produce menthol which has very low solubility in water due to its hydrophobicity. This can be considered as a factor for its low production in the suspension suspension cultures. Cyclodextrin has the hydrophobic cavity inside the molecule in which menthol can be captured and allow to form a stable complex. The suspension culture of Mentha piperita showed 70% higher production enhancement in the medium containing 1.5%(w/v) $\beta$-cyclodextrin than the control. $\beta$-cyclodextrin had no adverse effect on the cell growth and showed the best result among $\alpha$-, $\beta$- and $\gamma$-cyclodextrins tested in terms of menthol production. We demonstrated that $\beta$-cyclodextrin can be used to enhance the production of menthol in the suspension cultures by capturing hydrophobic menthol into the cavity of cyclodextrin molecules.

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Filtration Performance Evaluation of Low Flow Rate Filters by Beta Prime Theory (베타 프라임 이론에 의한 저유량 필터의 성능 평가)

  • Lee, Jae-Cheon
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 2000.11a
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    • pp.115-121
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    • 2000
  • The contaminant seperation performance of fitters has been widely investigated for many years. However, most of the proposed filter assessment techniques have proven disappointing for practical use. Although the Multipass (Beta) Filtration test method (ISO 4572) provides valuable information in assessing fi ters, it has a limitation on evaluating the increasing family of low-flow and high Beta filters. The limitation stems from two main sources: the over simplified theoretical model and the inherently complicated procedure in analysis of data. Hence a new advanced filtration theory, the Beta Prime developed on a draw-down test basis is applied to predict field operating characteristics of a filter for tractor hydraulic systems in this study.

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$^{1}H-NMR$ Spectroscopic Evidence on the Glycosidic Linkages of the Transglycosylated Products of Low-Molecular-weight 1,4-$\beta$-D-Glucan Glucanohydrolase from Trichoderma koningii (Trichoderma koningii에서 분리한 저분자 1, 4-$\beta$-D-Glucan Glucanohydrolase의 반응산물에 대한 핵자기공명 스펙트럼 분석)

  • 맹필재;강사욱;정춘수;홍순우;하영칠;이영하;김재헌
    • Korean Journal of Microbiology
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    • v.25 no.4
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    • pp.304-308
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    • 1987
  • The mode of transglycosylation reaction observed during the action of low-molecular-weight 1,4-$\beta$-D-glucan glucanohydrolase (EC 3.2.1.4) purified from Trichoderma koningii ATCC 26113 was investigated using $^{1}H-NMR $spectroscopy. The H-1 proton resonances were analysed. After reaction of the enzyme with cellotriose, the reaction products were separated by high performance liquid chromatography. H-1 resonances of the products were consisted with those of cellobiose, cellotriose and cellotitraose, respectively. Therefore it was proved that all the reaction products formed by the action of the enzyme on cellooligosaccharides, including transglycosylation products, possess only H-NMR -1,4-glycosidic linkage(s).

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An Effect of Carbon Arc Lamp and Low Level Laser Therapy on the Changes of Burned Mice's Cytokine (탄소방전등과 저강도 레이저 조사가 화상 쥐의 Cytokine 변화에 미치는 영향)

  • Park, Don-Mog;Park, Rae-Joon
    • The Journal of Korean Physical Therapy
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    • v.18 no.6
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    • pp.13-21
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    • 2006
  • Purpose: To provide the basic method for physical therapy to contribute to early stage treatment of a burned patients. We investigated whether or not carbon arc lamp treatment and low level laser one among various laser treatments have the effect of reducing Cytokine, and to elucidate the effect of carbon arc lamp treatment and laser one. Methods: The 6-week old BALB/c types of 92 mice were used for the experimental test, and they were burned with $100^{\circ}C$ water, they were divided into 4 groups in accordance with the method of treatment respectively. And the blood and the tissue from the subject of each group were extracted and analyzed each time after they were cured for 3, 6, 9 days. For the analysis of the results, SPSS statistical program was used in this study. Results: The quantity of $TNF-{\alpha}$ and $IL-1{\beta}$ within the blood of a burned mouse increased more than that of a normal mouse(p<0.01). In only a burned mouse, carbon arc lamp treatment gave the effect on the decrease of $TNF-{\alpha}$ thickness the 6th day to the 9th day(p<0.01). $IL-1{\beta}$ quantity was more decreased than that of control group around the 6th day. In comparison with only a control group, low level laser treatment has more significant effect in decreasing the quantity of $TNF-{\alpha}$ a and $IL-1{\beta}$ than the two different methods(p<0.01). In case that the two treatment methods, carbon arc lamp treatment and low level laser, were executed together, there was the effect of decreasing $TNF-{\alpha}$ until the 6th day(p<0.01). Conclusion: Both low level laser treatment and carbon arc lamp one would be able to have an effect on the inflammation inhibition of burned patients and tissues reproduction. However, it must be also considered for the two treatments to be done at the same time.

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Effects of Malt Modification on ${\beta}$-Glucan Solubility and Beer Viscosity (보리의 발아정도가 맥아의 ${\beta}$-glucan 용해성 및 맥주의 점도에 미치는 영향)

  • Lee, Young-Tack
    • Korean Journal of Food Science and Technology
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    • v.40 no.3
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    • pp.360-363
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    • 2008
  • Two barley malt samples were selected at two different stages of germination, a well-modified malt germinated for 96 hr and a poorly-modified malt for 60 hr, and were analyzed for total, insoluble, and soluble ${\beta}$-glucan contents. The total ${\beta}$-glucan content in raw barley was 3.96%, and the content was reduced during malting. The total ${\beta}$-glucan contents of the poorly- and well-modified malts were 1.02% and 0.18%, respectively. After 4 days of germination, approximately 95% of the ${\beta}$-glucan present in the barley was degraded. A significantly higher proportion of water-soluble ${\beta}$-glucan was found in the well-modified malt, suggesting that ${\beta}$-glucan solubility was dependent on cell wall modifications in the malt (${\beta}$-glucan breakdown). The proportion of water-soluble ${\beta}$-glucan was also affected by the extraction temperature. The two differently modified malts were mashed isothermally at 45, 55, 65, and 75oC for 2 hr. An increasing mashing temperature resulted in increased viscosity for the wort and the resulting beer. The viscosity of the wort from the well-modified malt was significantly low, due to its low initial malt ${\beta}$-glucan with increased solubility as well as a presumably sufficient ${\beta}$-glucanase activity during mashing.

The Influence of Health Literacy and Diabetes Knowledge on Diabetes Self-care Activities in Korean Low-income Elders with Diabetes

  • Jeong, Jihye;Park, Namhee;Shin, So Young
    • Research in Community and Public Health Nursing
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    • v.25 no.3
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    • pp.217-224
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    • 2014
  • Purpose: This study aimed to assess the levels of and relationships among health literacy, knowledge about diabetes, and self-care activities in the Korean low-income elderly with diabetes and to identify factors influencing the self-care activities of this vulnerable population. Methods: This study surveyed a total of 151 low-income elderly patients with diabetes registered at 16 Visiting Health Care Services in B City, Korea. Health literacy was measured with the Newest Vital Sign. Diabetes knowledge was measured with the Diabetes Knowledge Test. The Summary of Diabetes Self-care Activities Questionnaire was used to assess diabetes self-care activities. A stepwise multiple regression analysis was conducted to identify significant factors influencing diabetes self-care activities in these patients. Results: In the regression model, diabetes knowledge (${\beta}=.322$, p<.001), exercise (${\beta}=.337$, p<.001), and experiences of diabetes education (${\beta}=.241$, p=.001) were significantly associated with increased diabetes self-care activities in low-income elderly patients with diabetes when gender, education, health literacy, and subjective health state were controlled. Conclusion: To improve diabetes self-care activities in the low-income elderly with diabetes, it is important to develop a customized program considering their knowledge, exercise, and diabetes education experience.