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A PCA-based MFDWC Feature Parameter for Speaker Verification System (화자 검증 시스템을 위한 PCA 기반 MFDWC 특징 파라미터)

  • Hahm Seong-Jun;Jung Ho-Youl;Chung Hyun-Yeol
    • The Journal of the Acoustical Society of Korea
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    • v.25 no.1
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    • pp.36-42
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    • 2006
  • A Principal component analysis (PCA)-based Mel-Frequency Discrete Wavelet Coefficients (MFDWC) feature Parameters for speaker verification system is Presented in this Paper In this method, we used the 1st-eigenvector obtained from PCA to calculate the energy of each node of level that was approximated by. met-scale. This eigenvector satisfies the constraint of general weighting function that the squared sum of each component of weighting function is unity and is considered to represent speaker's characteristic closely because the 1st-eigenvector of each speaker is fairly different from the others. For verification. we used Universal Background Model (UBM) approach that compares claimed speaker s model with UBM on frame-level. We performed experiments to test the effectiveness of PCA-based parameter and found that our Proposed Parameters could obtain improved average Performance of $0.80\%$compared to MFCC. $5.14\%$ to LPCC and 6.69 to existing MFDWC.

Towards developing a diagnostic regimen for the treatment follow-up of Trypanosoma brucei gambiense

  • Mbati, Peter-A.;Hirumi, Kazuko;Inoue, Noboru;Situakibanza, Nanituma-H.;Hirumi, Hiroyuki
    • Parasites, Hosts and Diseases
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    • v.37 no.4
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    • pp.289-292
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    • 1999
  • BALB/c mice infected with a high virulent strain of Trypanosoma brucei gambiense IL3707 were treated intraperitoneally (ip) with either Melarsoprol (Mel-B) or PSG(+) buffer as controls. The mice were subsequently monitored regularly for parasites by direct microscopic examination of their tail blood or buffy coat and by polymerase chain reaction (PCR). Mel-B was found to be an effective drug for treatment against T.b. gambiense because at the end of the first treatment schedule, all treated mice were negative for parasites even by PCR, while all the control animals were positive. Three of the five Mel-B treated mice, while parasitologically negative, were PCR positive between 53 and 80 days post infection (DPI), indicating that they still harbored an infection. All treated mice were subsequently negative for parasites even by PCR at 88 DPI. A combination of conventional microscopic examination and PCR offers a good prediction of cure following treatment of trypanosomosis.

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Audio Event Classification Using Deep Neural Networks (깊은 신경망을 이용한 오디오 이벤트 분류)

  • Lim, Minkyu;Lee, Donghyun;Kim, Kwang-Ho;Kim, Ji-Hwan
    • Phonetics and Speech Sciences
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    • v.7 no.4
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    • pp.27-33
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    • 2015
  • This paper proposes an audio event classification method using Deep Neural Networks (DNN). The proposed method applies Feed Forward Neural Network (FFNN) to generate event probabilities of ten audio events (dog barks, engine idling, and so on) for each frame. For each frame, mel scale filter bank features of its consecutive frames are used as the input vector of the FFNN. These event probabilities are accumulated for the events and the classification result is determined as the event with the highest accumulated probability. For the same dataset, the best accuracy of previous studies was reported as about 70% when the Support Vector Machine (SVM) was applied. The best accuracy of the proposed method achieves as 79.23% for the UrbanSound8K dataset when 80 mel scale filter bank features each from 7 consecutive frames (in total 560) were implemented as the input vector for the FFNN with two hidden layers and 2,000 neurons per hidden layer. In this configuration, the rectified linear unit was suggested as its activation function.

Ginsenosides from the fruits of Panax ginseng and their cytotoxic effects on human cancer cell lines (인삼(Panax ginseng) 열매로부터 분리한 ginsenoside의 동정 및 암세포독성 효과)

  • Gwag, Jung Eun;Lee, Yeong-Geun;Hwang-Bo, Jeon;Kim, Hyoung-Geun;Oh, Seon Min;Lee, Dae Young;Baek, Nam-In
    • Journal of Applied Biological Chemistry
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    • v.61 no.4
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    • pp.371-377
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    • 2018
  • The fruits of Panax ginseng were extracted with 80% aqueous MeOH and the concentrates were partitioned into EtOAc, n-BuOH, and $H_2O$ fractions. The repeated $SiO_2$ and octadecyl $SiO_2$ column chromatographies for the EtOAc fraction led to isolation of five ginsenosides. The chemical structures of these compounds were determined as ginsenoside F1 (1), ginsenoside F2 (2), ginsenoside F3 (3), ginsenoside Ia (4), notoginsenoside Fe (5) based on spectroscopic analyses including nuclear magnetic resonance, MS, and infrared. Compounds 2-5 were isolated for the first time from the fruits of P. ginseng in this study. All isolated compounds were evaluated for cytotoxic activities against human cancer cell lines such as HCT-116, SK-OV-3, human cervix adenocarcinoma (HeLa), HepG2, and SK-MEL-5. Among them compounds 2, 4, and 5 showed significant cytotoxicity on cancer cells. Compound 2 exhibited cytotoxicity on SK-MEL-5, HepG2, and HeLa cells with $IC_{50}$ values of 82.8, 86.8, and $78.3{\mu}M$, respectively. Compound 4 showed cytotoxicity on HCT-116, SK-MEL-5, SK-OV-3, HepG2, and HeLa cells with $IC_{50}$ values of 24.5, 25.4, 26.3, 22.0, and $24.9{\mu}M$, respectively. Compound 5 did on SK-MEL-5 cell with $IC_{50}$ value of $81.7{\mu}M$. The cytotoxicity of ginsenoside 2, 4, and 5 isolated from the fruits of Panax ginseng showed strong inhibition effect against on cancer cells, all of which have a glucopyranosyl moiety on C-3.

Cytotoxicity of steroid-saponins from the tuber of Liriope platyphylla W. T. (맥문동(Liriope platyphylla W. T.) 스테로이드 사포닌의 항암활성)

  • Cho, Sung-Ji;Bang, Myun-Ho;Lee, In-Ja;Park, Chang-Gi;Kim, Moo-Sung;Kim, Keum-Sook;Sung, Jae-Duk;Baek, Nam-In
    • Applied Biological Chemistry
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    • v.41 no.5
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    • pp.390-394
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    • 1998
  • The tuber of Liriope platyphylla was extracted with 80% aqueous MeOH and solvent-fractionated with EtOAc, n-BuOH and $H_2O$. Evaluation of growth inhibitory activity of each fractions on various carcinoma cells, A549, SK-OV-3, SK-Mel-2, XF-498 and HCT-15, indicated the n-BuOH fraction to be the highest in the activity. From the fraction, two saponin compounds were isolated through Amberlite XAD-II and silica gel column chromatographies, repeatedly, and their chemical structures were elucidated as spicatoside A and B by interpretation of spectral data, NMR and IR, and adaptation of acid hydrolysis. Spicatoside A showed growth inhibitory activity on carcinoma cells, and the $IC_{50}$ values against A549, SK-OV-3, SK-Mel-2, XF-498 and HCT-15 cells were determined to be 17.3, 21.7, 14.9, 18.8 and $15.6\;{\mu}g/ml$, respectively.

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The Effect of Red Ginseng on Epidermal Melanocytes in Ultraviolet B-irradiated Mice (자외선 B를 조사한 마우스 표피멜라닌세포 변화에 대한 홍삼의 효과)

  • Lee, Hae-June;Kim, Se-Ra;Kim, Joong-Sun;Moon, Chang-Jong;Kim, Jong-Choon;Bae, Chun-Sik;Jang, Jong-Sik;Jo, Sung-Kee;Kim, Sung-Ho
    • Journal of Ginseng Research
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    • v.30 no.4
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    • pp.188-193
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    • 2006
  • We induced the activation of melanocytes in the epidermis of C57BL/6 mice by ultraviolet B (UVB) irradiation and observed the effect of red ginseng (RG) on the formation, and decrease of UVB-induced epidermal mel-anocytes. C57BL/6 mice were irradiated by UVB $80mJ/cm^2$ (0.5 mW/sec) daily for 7 days, and RG was intraperitoneally or topically applied pre- or post-irradiation. For the estimation of change of epidermal melanocytes, light microscopic observation with dihydroxyphenylalanine (DOPA) stain was performed. Split epidermal sheets prepared from the ear of untreated mice exhibited 11-16 $melanocytes/mm^2$, and one week after UV irradiation, the applied areas show an increased number of strongly DOPA-positive melanocytes with stout dendrites. But intraperitoneal or topical treatment with RG before each irradiation interrupted UVB-induced pigmentation and resulted in a marked reduction in the number of epidermal melanocytes as compared to radiation control skin. The number and size of DOPA-positive epidermal mel-anocytes were also significantly decreased in intraperitoneally injected or topically applicated group after irradiation with RG at 3rd and 6th weeks after irradiation. The present study suggests the RG as inhibitor of UVB-induced pigmentation and depigmenting agent.

Apoptosis and inhibition of human epithelial cancer cells by ZnO nanoparticles synthesized using plant extract

  • Koutu, Vaibhav;Rajawat, Shweta;Shastri, Lokesh;Malik, M.M.
    • Advances in nano research
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    • v.7 no.4
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    • pp.233-240
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    • 2019
  • The present research work reports in-vitro anti-cancer activity of biologically synthesized ZnO nanoparticles (ZnO NPs) against human carcinoma cells viz SCC-40, SK-MEL-2 and SCC-29B using Sulforhodamine-B (SRB) Assay. ZnO NPs were synthesized by a unique and novel biological route using Temperature-gradient phenomenon where the extract of combination of Catharanthus roseus (L.) G. Don (C. roseus), Azadirachta indica (A. indica), Ficus religiosa (F. religiosa) and NaOH solution were used as synthesis medium. The morphology of the ZnO NPs was characterized by Transmission Electron Microscopy (TEM). TEM images reveal that particle size of the samples reduces from 76 nm to 53 nm with the increase in reaction temperature and 68 nm to 38 nm with the increase in molar concentration of NaOH respectively. XRD study confirms the presence of elements and reduction in crystallite size with increase in reaction temperature and NaOH concentration. The diffraction peaks show broadening and a slight shift towards lower Bragg angle ($2{\theta}$) which represents the reduction in crystallite size as well as presence of uniform strain. The FTIR spectra of the extract show transmittance peak fingerprint of Zn-O bond and presence of bioactive molecules These NPs exhibit inhibition greater than 50% for SCC-40, SK-MEL-2 and SCC-29B cell lines and more than 50% cell kill for SCC-29B cells at concentrations < $80{\mu}g/ml$. Nanoparticles with smallest size have shown better anti-cancer activity and peculiar cell-selectivity. The combination of extracts of these plants with ZnO NPs can be used in targeted drug delivery as an effective anti-cancer agent, a potential application in cancer treatment.

Performance Comparison of Objective Measures for Speech Quality for Evaluation in CDMA Mobile Telephone (CDMA 이동전화 통화품질평가를 위한 객관적 음질평가척도별 성능 비교)

  • 이준희;김광수;윤정오
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2001.05a
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    • pp.256-260
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    • 2001
  • 본 논문에서는 디지털 이동전화(CDMA) 채널환경을 통과한 왜곡된 전화음성에 대해 객관적 음질평가 척도의 개발을 위한 기초 연구로서 기존의 CD(Cepstral Distance), MSD(Mel Spectral Distance), BSD(Bark Spectral Distance), Modified BSD, PSQM(Perceptual Speech Quality Measure)를 대상으로 객관척도 알고리즘을 성능평가 하였다. 이 척도들은 실제 이동전화 환경에서 수집된 PCS 음성데이터에 대해서 적용하였으며 이 결과치를 주관적 음질평가 방법인 MU와 상관성을 비교 조사하였다. 실험 결과, BSD와 MBSD, 그리고 PSQM 척도의 상관성이 각각 0.80, 0.85, 0.84로 나타났으며 CD, MSD 보다 성능이 상대적으로 더 우수함을 보였다.

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Synthesis and Evaluation of Cytotoxicity of Novel Arylsulfonylimidazolidinones Containing Sulfonylurea Pharmacophore

  • Jung, Sang-Hun;Song, Jae-Shin;Lee, Hui-Soon;Choi, Sang-Un;Lee, Chong-Ock
    • Archives of Pharmacal Research
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    • v.19 no.6
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    • pp.570-580
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    • 1996
  • Design and synthesis of novel 4-phenyl-1-arylsulfonylimidazolones 3 and 4-phenyl-3-arylsulfonylimidazolones 4 and evaluation of their cytotoxic activity against eleven human cancer cell lines and two murine leukemia cell lines in vitro were performed. As a result, a series of 4-phenyl-1(N)-arylsulfonylimidazolones (3) has been found to be the potential anticancer agent. Compounds 3b, 3c, and 3d exhibit strong activity as indicated by their $IC_{50}$ values 0.39, 3.19, $0.31{\mu}g/mL$ against A549 and 0.80, 0.48, $0.0007{\mu}g/mL$against SK-Mel-2, respectively. These compounds also possess much more potent activity (10-1000 times) than LY186641 against eleven other cell lines.

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Physiological Activity and Physicochemical Properties of Condensed Prunus mume Juice Prepared with Pectinase (Pectinase처리를 한 매실 농축액의 이화학적 특성 및 생리활성)

  • Kim, Jeong-Ho;Cho, Hyun-Dong;Won, Yeong-Seon;Park, Wool-Lim;Lee, Kwan-Woo;Kim, Hyuk-Joo;Seo, Kwon-Il
    • Journal of Life Science
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    • v.28 no.11
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    • pp.1369-1378
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    • 2018
  • Prunus mume Siebold & Zucc., a member of the Rosaceae family (called Maesil in Korea), has been widely distributed in East Asia, e.g. Korea, Japan and China, and its fruit has been used as a traditional drug and health food. In this study, we evaluated physicochemical properties and physiological activities of condensed Prunus mume juice treated with pectinase (PJ). The values of total acidity, pH, sugar contents, turbidity moisture content of the PJ were 35.81%, 2.73, $54.36^{\circ}Brix$, 2.75 and 51.32%, respectively. The PJ had effective DPPH radical scavenging activity, reducing power effect, $H_2O_2$ scavenging activity and ${\beta}$-carotene bleaching effect. DPPH radical scavenging activities of PJ was 46.31%; their reducing power ($OD_{700}$) was 1.80; $H_2O_2$ scavenging activity of PJ was 91.62%; and ${\beta}$-carotene bleaching effect of PJ was 73.02%. Also, PJ showed effective levels of ${\alpha}$-glucosidase inhibition activity. The cell viability was measured by SRB assay. The PJ significantly decreased the cell viability of mouse melanoma cells (B16) and human melanoma cells (SK-MEL-2 and SK-MEL-28) in a dose-dependent manner, however, there was no effect on human keratinocyte HaCaT. In morphological study, PJ-treated SK-MEL-2 cells showed distorted and shrunken cell masses. Total polyphenol contents and total flavonoid contents of PJ were 588.31 mg% (gallic acid equivalent) and 860.45 mg% (rutin equivalent). The antiproliferative effect of PJ seems to be associated with the antioxidant activity of its flavonoid and polyphenol contents. In conclusion, PJ may be beneficial in development of a functional food material.