• 제목/요약/키워드: rate-independent model

검색결과 493건 처리시간 0.026초

DMS 모델을 이용한 한국어 음성 인식 (Korean Speech Recognition using Dynamic Multisection Model)

  • 안태옥;변용규;김순협
    • 대한전자공학회논문지
    • /
    • 제27권12호
    • /
    • pp.1933-1939
    • /
    • 1990
  • In this paper, we proposed an algorithm which used backtracking method to get time information, and it be modelled DMS (Dynamic Multisection) by feature vectors and time information whic are represented to similiar feature in word patterns spoken during continuous time domain, for Korean Speech recognition by independent speaker using DMS. Each state of model is represented time sequence, and have time information and feature vector. Typical feature vector is determined as the feature vector of each state to minimize the distance between word patterns. DDD Area names are selected as recognition wcabulary and 12th LPC cepstrum coefficients are used as the feature parameter. State of model is made 8 multisection and is used 0.2 as weight for time information. Through the experiment result, recognition rate by DMS model is 94.8%, and it is shown that this is better than recognition rate (89.3%) by MSVQ(Multisection Vector Quantization) method.

  • PDF

A phenomenological approach to suspensions with viscoelastic matrices

  • Tanner Roger I.;Qi Fuzhong
    • Korea-Australia Rheology Journal
    • /
    • 제17권4호
    • /
    • pp.149-156
    • /
    • 2005
  • A simple constitutive model for viscoelastic suspensions is discussed in this paper. The model can be used to predict the rheological properties (relative viscosity and all stresses) for viscoelastic suspensions in shear and elongational flow, and the constitutive equations combine a 'viscoelastic' behaviour component and a 'Newtonian' behaviour component. As expected, the model gives a prediction of positive first normal stress difference and negative second normal stress difference; the dimensionless first normal stress difference strongly depends on the shear rate and decreases with the volume fraction of solid phase, but the dimensionless second normal stress difference (in magnitude) is nearly independent of the shear rate and increases with the volume fraction. The relative viscosities and all the stresses have been tested against available experimental measurements.

The Impact of Leading Economic Indicators on the Export of ASEAN Countries

  • BUI, Ngoc Hong
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제8권10호
    • /
    • pp.229-238
    • /
    • 2021
  • The article applies the ECM - ARDL model to examine the relationship between economic indicators and the existence of the disease in the long run of 10 ASEAN countries from 2000 to 2019. There are two models: The first model investigates the impact of GDP per capita, net inflow FDI, unemployment rate, and inflation rate on the proportion of export to GDP of ASEAN countries, the second model is similar to the first one but adds one more variable to the independent variable list - 'the variable for disease'. The results prove the long-run effect of GDP per capita, FDI, unemployment and inflation rate on export of the selected countries, though individual country shows differences in the sign and magnitude of these impacts. Surprisingly, the number of people suffering from disease does not affect the export of all selected countries as expected. The results of the two models also indicate that the disequilibrium in the short run converges to the equilibrium in the long run with a high proportion, especially in the case of Cambodia and the Philippines, with the rate of 95.65% and 151.94%, respectively. The findings can be useful for policymakers in promulgating efficient policies to enhance the trading activities of the selected countries.

손해배상액과 무효심판 판례를 이용한 특허 로열티율 산정 회귀모형 (Regression Models for Determining the Patent Royalty Rates using Infringement Damage Awards and Inter-Partes Review Cases)

  • 양동홍;강근석;김성철
    • 한국전자거래학회지
    • /
    • 제23권1호
    • /
    • pp.47-63
    • /
    • 2018
  • 무형자산의 가치평가에 많이 사용되고 있는 수익접근법과 시장접근법의 특성을 모두 가지고 있는 로열티공제법을 사용하여 지식재산권의 경제적 가치를 평가할 때, 로열티공제법의 중요한 투입변수인 로열티율을 객관적으로 산정하는 수리적 모형을 제시한다. 이를 위하여 미국의 특허침해 손해배상액을 로열티율로 산정한 판례를 참고로 하여 로열티율을 종속변수로, 당해 특허권의 특허지표를 독립변수로 하여 로열티율 산정 회귀모형을 적용한다. 또한 미국의 당사자계재심(Inter-Partes Review)판례를 참고로 하여 특허무효거절 결과를 종속변수로 하고 당해 특허권의 특허지표를 독립변수로 하여 로지스틱회귀 모형을 적합시킨다. 최종 로열티율은 위의 로열티율 산정 회귀모형에서 산출된 로열티율과 로지스틱회귀모형에서 산출된 특허무효거절 확률을 결합하여 산정한다. 마지막으로, 본 논문에서 구축된 모형에 의해 산정된 로열티율과 기준 방식에 의해 산정된 로열티율을 비교하여 제안된 모형의 객관성과 신뢰성을 분석한다.

전통장류에 대한 소비자 만족도 분석 - 대전소비자를 대상으로 - (An Analysis of Consumer's Satisfaction about Korean Traditional Soybean Paste Products - Focusing on Deajeon's Consumers -)

  • 김종화
    • 농촌계획
    • /
    • 제23권3호
    • /
    • pp.61-72
    • /
    • 2017
  • The purpose of this paper is to estimate consumer's satisfaction by purchasing farmer's processed food. So, this paper surveyed consumers which have purchased Korean traditional soybean paste products, by reason of limiting research objects among lots of farmer's processed food. A survey of 220 consumers was carried out on September and October 2016. For this matters, this paper used multiple linear regression model(included LOG-LIN model) and, set up 1 dependent and 11 independent variables. As the analysis results, we could find out that consumer's satisfaction was affected by 6 variables(price, taste, ease of cooking, confidence of product information, social awareness and perceived 6th industrialization). Among these variables, the strongest variable was "social awareness", and the second was "perceived 6th industrialization". This paper also estimated the rate of change that a dependent variable was affected by independent variables. As the results, this paper found out that "perceived 6th industrialization" had the highest rate of change(5.8%) and the second was "social awareness"(5.6%). This paper proposed 7 implications of Korean traditional soybean paste. Those were the proper price policy and quality value's promotion, quality Improvement and confidence enhancement, development of products for consumer's convenience, enhancement of social awareness, enhancement of politic management about 6th industrialization and accessibility of purchasing information.

스무고개 게임을 위한 음성인식 (Speech Recognition for twenty questions game)

  • 노용완;윤재선;홍광석
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2002년도 하계종합학술대회 논문집(4)
    • /
    • pp.203-206
    • /
    • 2002
  • In this paper, we present a sentence speech recognizer for twenty questions game. The proposed approaches for speaker-independent sentence speech recognition can be divided into two steps. One is extraction of the number of syllables in eojeol for candidate reduction, and the other is knowledge based language model for sentence recognition. For twenty questions game, we implemented speech recognizer using 956 sentences and 1095 eojeols. The results obtained in our experiments were 87% sentence recognition rate and 90.15% eojeol recognition rate.

  • PDF

화자적응시스템을 위한 MLLR 알고리즘 연산량 감소 (Reduction of Dimension of HMM parameters in MLLR Framework for Speaker Adaptation)

  • 김지운;정재호
    • 대한음성학회:학술대회논문집
    • /
    • 대한음성학회 2003년도 5월 학술대회지
    • /
    • pp.123-126
    • /
    • 2003
  • We discuss how to reduce the number of inverse matrix and its dimensions requested in MLLR framework for speaker adaptation. To find a smaller set of variables with less redundancy, we employ PCA(principal component analysis) and ICA(independent component analysis) that would give as good a representation as possible. The amount of additional computation when PCA or ICA is applied is as small as it can be disregarded. The dimension of HMM parameters is reduced to about 1/3 ~ 2/7 dimensions of SI(speaker independent) model parameter with which speech recognition system represents word recognition rate as much as ordinary MLLR framework. If dimension of SI model parameter is n, the amount of computation of inverse matrix in MLLR is proportioned to O($n^4$). So, compared with ordinary MLLR, the amount of total computation requested in speaker adaptation is reduced to about 1/80~1/150.

  • PDF

MPEG 트랜스부호화기의 비트율 제어 (Rate Control for MPEG Bitstream Transcoder)

  • 박구만
    • 한국통신학회논문지
    • /
    • 제27권2A호
    • /
    • pp.165-172
    • /
    • 2002
  • MPEG-2 트랜스부호화기는 이미 부호화되어 있는 비트스트림의 비트율을 변경하는 것이다. 비트율제어를 위하여 기존의 제어 방식을 개선한 새로운 알고리듬을 제안하였으며 모의실험을 통해 임의의 비트율로 변경했을 때 우수한 성능을 보이는 것을 확인하였다. 비트율 제어에서는 비트스트립내의 정보를 이용하여 매크로블럭 단위의 비트율-양자화 파라미터 모델을 제안하였다. 이 모델은 DCT 계수를 사용하였기 때문에 화면의 종류에 관계없이 사용할 수 있었다. 비트율-양자화파라미터 모델의 정확도를 높이도록 매크로블럭의 활동도에 따른 구분도 하였다. 모의 실험결과, 특정 비트율을 가지는 비트스트림을 가지고 다른 비트율로 변환하였을 때 TM5로 재부호화 했을 때보다 제안한 방식이 더 높은 PSNR값과 제어 성능을 보였다. MPEG-2의 스케일러블 프로파일도 분석을 하였다. 그 결과 변환부호화기에는 적합하지 않다는 결과를 얻었다.

도시부 4지 신호교차로 유턴 사고모형 개발 (Development of the U-turn Accident Model at 4-Legged Signalized Intersections in Urban Areas)

  • 강종호;김경환;하만복;김성문
    • 한국도로학회논문집
    • /
    • 제16권2호
    • /
    • pp.119-129
    • /
    • 2014
  • PURPOSES : The purpose of this study is to develop the U-turn accident model at 4-legged signalized intersections in urban areas. METHODS : In order to analyze the characteristics of the accidents which are associated with U-turn operation at 4-legged signalized intersections in urban areas and develop an U-turn accident model by regression analysis, the tests of overdispersion and zero-inflation are conducted about the dependent variables of number of accidents and EPDO (Equivalent Property Damage Only). RESULTS : As their results, the Poisson model fits best for number of accident and the ZIP (Zero Inflated Poisson) fits best for EPOD, the variables of conflict traffic, width of opposing road, traffic passing speed are adopted as independent variable for both models. The variables of number of bus berths and rate of U-turn signal time at which the U-turn is permitted are adopted as independent variable only for EPDO. CONCLUSIONS : These study results suggest that U-turn would be permitted at the intersection where the width of opposing road is wider than 11.9 meters, the passing vehicle speed is not high and U-turn operation is not hindered by the buses stopping at bus stops.

Do Long Term Savings Motives Foster Household Participation and Contribution to Savings Mechanisms in Rural Vietnam?

  • HA, Van Dung
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제6권2호
    • /
    • pp.75-82
    • /
    • 2019
  • The paper aims to investigate the impacts of long-term savings motives on fostering household participation and contribution to savings mechanisms in rural Vietnam. The paper is organized in five parts: introduction, data description, methodology, empirical results, and conclusion. The quantitative methodology is employed and three simultaneous estimation methods, including instrumental variable model, two-step model, and Heckman model are used to test these impacts as well as the robustness of results. In each model, the paper examines the impacts of independent factors on both household participation and household contribution to savings mechanisms. Two sets of independent variables: long-term savings motives (profit-making investment, accumulation for big expenditure, providing for old age, and cost of educations) and control variables (dependency rate, number of people in household, and household wealth) are in each model. A set of dataset of 2,314 households for analysis is obtained from household survey in rural Vietnam. Robust statistical findings indicate that profit-making investment emerged to be the strongest motive fostering household participation to savings mechanisms while other long-term savings motives have little or no impact on fostering household participation to savings mechanisms. In addition, education investment encourages household contribution to savings mechanisms in rural Vietnam.