• Title/Summary/Keyword: mixture 모델

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Development of Voice Dialing System based on Keyword Spotting Technique (핵심어 추출 기반 음성 다이얼링 시스템 개발)

  • Park, Jeon-Gue;Suh, Sang-Weon;Han, Mun-Sung
    • Annual Conference on Human and Language Technology
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    • 1996.10a
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    • pp.153-157
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    • 1996
  • 본 논문은 연속 분포 HMM을 사용한 핵심어 추출기법(Keyword Spotting)과 화자 인식에 기반한 음성 다이얼링 및 부서 안내에 관한 것이다. 개발된 시스템은 상대방의 이름, 직책, 존칭 등에 감탄사나 명령어 등이 혼합된 형태의 자연스런 음성 문장으로부터 다이얼링과 안내에 필요한 핵심어를 자동 추출하고 있다. 핵심 단어의 사용에는 자연성을 고려하여 문법적 제약을 최소한으로 두었으며, 각 단어 모델에 대해서는 음소의 갯수 더하기 $3{\sim}4$개의 상태 수와 3개 정도의 mixture component로써 좌우향 모델을, 묵음모델에 대해서는 2개 상태의 ergodic형 모델을 구성하였다. 인식에 있어서는 프레임 동기 One-Pass 비터비 알고리즘과 beam pruning을 채택하였으며, 인식에 사용된 어휘는 36개의 성명, 8개의 직위 및 존칭, 5개 정도의 호출어, 부탁을 나타내는 동사 및 그 활용이 10개 정도이다. 약 $3{\sim}6$개 정도의 단어로 구성된 문장을 실시간($1{\sim}3$초이내)에 인식하고, 약 98% 정도의 핵심어 인식 성능을 나타내고 있다.

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A STUDY ABOUT THE EFFECT OF MODEL CONSTANTS OF TWO CAVITATION MODELS ON CAVITY LENGTH (서로 다른 두 개의 공동모델의 모델 상수값이 공동의 길이에 미치는 영향연구)

  • Jin, M.S.;Ha, C.T.;Park, W.G.;Jung, C.M.
    • Journal of computational fluids engineering
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    • v.17 no.3
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    • pp.25-32
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    • 2012
  • This work was devoted to compare two different cavitation models to study the dependency of model constants. The cavitation model of Merkle et al.(2006) and Kunz et al.(2000) were used for the present computational study. The cavitation models were coupled with the incompressible unsteady Reynolds-Averaged Navier-Stokes solver to indicate the vaporization and condensation processes. For this purpose, a preconditioning method was added as the pseudo-time term to solve the unsteady stiffness problems. For the validation of the numerical simulation, the computation was performed for the cavitating flow in a converging-diverging channel. The present results show that Merkle's cavitation model is independent to the model constants, and the higher numerical accuracy over Kunz's cavitation model.

Review on Discrete, Appraisal, and Dimensional Models of Emotion (정서의 심리적 모델: 개별 정서 모델, 평가 모델, 차원 모델을 중심으로)

  • Sohn, Jin-Hun
    • Journal of the Ergonomics Society of Korea
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    • v.30 no.1
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    • pp.179-186
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    • 2011
  • Objective: This study is to review three representative psychological perspectives that explain scientific construct of emotion, that are the discrete emotion model, appraisal model, and dimensional model. Background: To develop emotion sensitive interface is the fusion area of emotion and scientific technology, it is necessary to have a balanced mixture of both the scientific theory of emotion and practical engineering technology. Extensional theories of the emotional structure can provide engineers with relevant knowledge in functional application of the systems. Method: To achieve this purpose, firstly, literature review on the basic emotion model and the circuit model of discrete emotion model as well as representative theories was done. Secondly, review on the classical and modern theories of the appraisal model emphasizing cognitive appraisal in emotion provoking events was conducted. Lastly, a review on dimensional theories describing emotion by dimensions and representative theories was conducted. Results: The paper compared the three models based on the prime points of the each model. In addition, this paper also made a comment on a need for a comprehensive model an alternative to each model, which is componential model by Scherer(2001) describing numerous emotional aspects. Conclusion: However, this review suggests a need for an evolved comprehensive model taking consideration of social context effect and discrete neural circuit while pinpointing the limitation of componential model. Application: Insight obtained by extensive scientific research in human emotion can be valuable in development of emotion sensitive interface and emotion recognition technology.

A Proposed Model to Estimate Condensing Heat Transfer Coefficient in Steam-Air Mixture (비응축성 가스(공기)가 존재하는 격납용기내에서 증기의 응축 열전달 계수평가에 관한 모델)

  • Choi, J. H.
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.7 no.3
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    • pp.344-352
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    • 1983
  • 격납 용기 내에 비응축성 가스(공기)가 존재하는 경우에 증기의 응축 열전달 계수를 평가하는 방 법을 연구하였다. 유일한 대규모 격납 용기 실험인 CVTR자료를 이용하여 응축 열전달 계수를 계산하여, 현재 원자력 발전소의 냉각재 상실 사고(LOCA) 및 주 증기 배관 파열사고(MSLB)시에 격납 용기의 안전 해석에서 공식적으로 사용되고 있는 Tagami와 Uchida열전달 계수 관계식과 비교해 본 결과 좋은 일치를 보여 주었다.

A Vehicle Tracking System using SURF Algorithm in Vision-based Traffic Surveillance (교통감시영상에서 SURF 알고리듬을 이용한 차량추적시스템)

  • Kim, SangGi;Han, Dong Seog
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2015.11a
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    • pp.139-140
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    • 2015
  • 본 논문에서는 교통 감시 시스템에서 차량추적방법을 제안한다. 교통 감시 카메라를 이용한 차량추적시스템은 차량 감시, 사고감지 및 교통정보를 확인할 수 있게 하는 시스템이다. 차량추적을 위하여 먼저 가우스 혼합 모델(Gaussian Mixture Model)을 이용하여 배경과 전경을 분리하고 형태학적 필터링을 이용하여 차량을 검출한다. 검출된 차량으로부터 SURF(Speed Up Robust Features) 매칭을 통하여 차량추적방법을 제안한다.

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A Comparative Study on the Prediction of Vapor-Liquid Equilibria for the Ethanol-Benzene Mixture between Equation of State Model and Liquid Activity Coefficient Model (비이상적 상거동을 보이는 이성분계 혼합물의 기액 상평형 추산을 위한 상태방정식과 액체 활동도계수 모델 사이의 비교연구)

  • Cho, Jung-Ho;Lee, Ji-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.5
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    • pp.1747-1753
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    • 2010
  • In this study, a comparative study was performed to predict the vapor-liquid equilibria with maximum azeotropic pressure for ethanol-benzene binary system between an equation of state model and a liquid activity coefficient model. Peng-Robinson equation of state model with a Panatiotopoulos mixing rules (PRP) was used and NRTL liquid activity coefficient model proposed by Renon was selected. The PRP model, even though it has only two binary adjustable parameters, was not inferior to the NRTL model to predict vapor-liquid equilibria for low pressure region of ethanol-benzene system and showed a better prediction capability for high pressure region of ethanol-benzene system than the NRTL model with three binary interaction parameters.

Competitive Adsorption of Two Basic Dyes RB5 and GB4 on a Local Clay (점토에 대한 2개 염기성 염료 RB5와 GB4의 경쟁 흡착)

  • Elaziouti, A.;Derriche, Z.;Bouberka, Z.;Laouedj, N.
    • Journal of the Korean Chemical Society
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    • v.54 no.1
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    • pp.110-114
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    • 2010
  • The equilibrium of adsorption of basics dyes RB 5 and BG 4 from a single dyes in the mixtures on the sodium-exchanged clay of the Maghnia (Algeria) was studied. The maximum adsorption capacities of BR5 and BG4 in single dyes were 465.13 and 469.90 mg/g respectively. In the simultaneous adsorption of BR5 and BG4 from mixture solutions, three different initials concentrations ratios R (R=$C_{(BR5)}/C_{(BG4)}$) were tested: 2.5/1, 1/1 and 1/2.5 using ADMI method. The isotherms adsorptions of dyes from the mixtures are characteristics of competition phenomenon. A very strong interaction between BR5 and BG4 for the active sites of adsorption of surface of clay is obtained for R = 1/1. The ratio R' (R'=$Qe_{(mixture)}/Qe_{(single)}$) of the adsorption capacity of BR5 and BG4 in the mixture were reduced by factor of 0.86, 0.74 and 0.84 for the initials concentrations ratios R (R=$C_{(BR5)}/C_{(BG4)}$) of 2.5/1, 1/1 and 1/2.5 respectively. The variation of the ratio of the adsorption capacity R‘ of BR5 and BG4 in the mixture solutions with initial concentration ratios R indicates that BR5 dye is slightly favourable in the competition adsorption than BG4. Langmuir and Freundlich models fit very well with adsorption behaviour of single dyes as well as the dyes in mixture solutions.

Attenuation Effects of Herbal Mixture Extract on Stress and Sleep Disturbance in Rats (구속 스트레스 및 수면장애를 유도한 흰쥐에서 허브 복합추출물에 의한 개선 효과)

  • Jung, An Na;Lee, Bo Kyung;Lee, Doo Yi;Lee, Ji In;Jung, Yi-Sook
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.45 no.3
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    • pp.313-320
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    • 2016
  • In the present study, we examined whether or not an herbal mixture extract (HME) has attenuation effects on immobilization stress and sleep disturbance in rats. Immobilization stress was induced by restricting movement using a constraint box for 2 h, and sleep disturbance was induced by exposure to 300 lx of constant light for 24 h and injection of caffeine (1 mg/kg, i.p.). Rats were orally treated with distilled water (vehicle) or HME for 3 weeks at different doses of 10, 30, and 100 mg/kg/d (HME I, II, and III, respectively). In the immobilization model, HME III treatment significantly decreased adrenal gland weight, whereas HME II and III treatment reduced plasma levels of cortisol. HME II and III also reduced the level of IL-6. In the sleep disturbance model, HME II and III meaningfully reduced the plasma level of cortisol, and the increased plasma level of melatonin. HME III significantly increased body weight. HME reduced immobilization stress and ameliorated disturbance in rats. These findings suggest that HME may have beneficial potential for attenuation of sleep disturbance and stress.

Analyzing the Effects of the Initiation Sequences of the MDS Blasting Method on Rock Fracturing Using SPH-FEM Coupling Technique (SPH-FEM 연계기법을 이용한 MDS 발파법의 기폭패턴별 암석파괴 효과 분석)

  • Byung-Hee Choi;Young-Geun Kim;Ki-Chan Jeon;Se-Wook Oh
    • Explosives and Blasting
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    • v.41 no.3
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    • pp.13-25
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    • 2023
  • The conventional bench blasting method uses the bottom initiation in all blast holes in a round, whereas the MDS (mixture detonation system) method applies the bottom and top initiations alternately according to the spatial position or temporal sequence of each blast hole. The former and latter are respectively called the SMDS (spatial MDS) and TMDS (temporal MDS) methods. Another variant called MMDS (modified MDS) is designed for the specific use in the site having a fly-rock problem. This study compares the MDS method to the conventional method in the aspect of rock fracturing effect. The comparison is made by numerical simulations for a two-row bench blasting model in the LS-DYNA. The SPH-FEM coupling method is utilized for constructing the blasting model. The SPH elements are used for the rock in the near-field region of the blast holes, and the FEM elements for that in the far-field region. The RHT material model is used for the rock. As a result of the simulations, it was found that up to 0.4 m deeper damaged zone was appeared in the SMDS method than in the conventional method for the case of the burden 1.6 m and bench height 3.0 m. In addition, the fly-rock velocity to the normal direction of the bench slope was appeared about 2.0 m/s lower in the MMDS method compared to the other methods.

Micro-electromechanical Model of a Piezoelectric fiber/Piezopolymer matrix composite Actuator (압전섬유/압전지지 복합재 작동기의 전기-기계적 마이크로모델)

  • Kim, Cheol;Koo, Kun-Hyung
    • Proceedings of the KSME Conference
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    • 2001.11a
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    • pp.372-377
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    • 2001
  • Piezoelectric Fiber Composites with Interdigitated Electrodes (PFCIDE) were previously introduced as an alternative to monolithic wafers with conventional electrodes for applications of structural actuation. This paper is an investigation into the performance improvement of piezoelectric fiber composite actuators by changing the matrix material. This paper presents a modified micro-electromechanical model of a piezoelectric fiber/piezopolymer matrix composite actuator with interdigitated electrodes (PFPMIDE). Various concepts from different backgrounds including three-dimensional linear elastic and dielectric theories have been incorporated into the present linear piezoelectric model. The rule of mixture and the modified method to calculate the effective properties of fiber composites are extended to apply to the PFPMIDE model. The new model is validated comparing with available experimental data and other analytical results.

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