• 제목/요약/키워드: Context-Dependent

검색결과 372건 처리시간 0.021초

문맥종속 반음소단의 모델을 이용한 자동 음소분할 및 레이블링 시스템의 구현 (The Implementation of Automatic Segmentation and Labelling System Using Context-dependent Demi-phone)

  • 김태환
    • 한국음향학회:학술대회논문집
    • /
    • 한국음향학회 1998년도 학술발표대회 논문집 제17권 2호
    • /
    • pp.351.2-356
    • /
    • 1998
  • 음소 단위로 레이블링된 데이터베이스는 음성연구에 있어 매우 중요하다. 그러나 수작업에 의한 음소분할 및 레이블링 작업은 많은 시간과 노력이 필요하기 때문에 자동 음소분할 및 레이블링 시스템에 대한 많은 연구가 진행되고 있다. 본 논문에서는 monophone과 triphone의 장점을 포함하는 문맥 종속 반음소 단위 모델을 이용한 자동 음소분할 및 레이블링 시스템을 구현하였다. 레이블링 단위로는 68개의 유사음소와 묵음 등 총 69개로 정하였으며, 음소 모델링은 연속 HMM을 사용하였다. 기존의 subword 단위모델과 본 논문에서 제안한 문맥종속 반음소 모델을 이용한 자동 음소분할 및 레이블링 시스템의 성능 비교 음소경계오차가 10ms 이내인 경우 각각 60.17%, 66.32%를 포함하여 6.15%의 향상을 보이고, 40ms 이내인 경우 90.36%, 94.27%를 포함하여 3.92%의 성능향상을 보였다.

  • PDF

어휘독립 환경에서의 가변어휘 음성인식에 관한 연구 (A Study on the Variable Vocabulary Speech Recognition in the Vocabulary-Independent Environments)

  • 황병한
    • 한국음향학회:학술대회논문집
    • /
    • 한국음향학회 1998년도 학술발표대회 논문집 제17권 2호
    • /
    • pp.369-372
    • /
    • 1998
  • 본 논문은 어휘독립(Vocabulary-Independent) 환경에서 별도의 훈련과정 없이 인식대상 어휘를 추가 및 변경할 수 있는 가변어휘(Variable Vocabulary) 음성인식에 관한 연구를 다룬다. 가변어휘 인식은 처음에 대용량 음성 데이터베이스(DB)로 음소모델을 훈련하고 인식대상 어휘가 결정되면 발음사전에 의거하여 음소모델을 연결함으로써 별도의 훈련과정 없이 인식대상 어휘를 변경 및 추가할 수 있다. 문맥 종속형(Context-Dependent) 음소 모델인 triphone을 사용하여 인식실험을 하였고, 인식성능의 비교를 위해 어휘종속 모델을 별도로 구성하여 인식실험을 하였다. Unseen triphone 문제와 훈련 DB의 부족으로 인한 모델 파라메터의 신뢰성 저하를 방지하기 위해 state-tying 방법 중 음성학적 지식에 기반을 둔 tree-based clustering(TBC) 기법[1]을 도입하였다. Mel Frequency Cepstrum Coefficient(MFCC)와 대수에너지에 기반을 둔 3 가지 음성특징 벡터를 사용하여 인식 실험을 병행하였고, 연속 확률분포를 가지는 Hidden Markov Model(HMM) 기반의 고립단어 인식시스템을 구현하였다. 인식 실험에는 22 개 부서명 DB[3]를 사용하였다. 실험결과 어휘독립 환경에서 최고 98.4%의 인식률이 얻어졌으며, 어휘종속 환경에서의 인식률 99.7%에 근접한 성능을 보였다.

  • PDF

The effects of types of knowledge on the performance of fault diagnosis

  • 함동한;윤완철
    • 한국경영과학회:학술대회논문집
    • /
    • 대한산업공학회/한국경영과학회 1995년도 춘계공동학술대회논문집; 전남대학교; 28-29 Apr. 1995
    • /
    • pp.387-394
    • /
    • 1995
  • With respect to the effectiveness of types of knowledge on human diagnostic performance, the results of several experiments claimed that training with diagnostic rules (procedural knowledge) is more effective than training that provides theoretical knowledge (principle knowledge). However, we usually have the idea that understanding the principles of system dynamics is necessary for diagnosis in some situations. In this study, we pointed out some problems in the previous experiments that force to reinterpret their experimental conclusions. Accordingly, we conducted an experiment to reinvestigate the value of theoretical knowledge in two problem situations. A simulator system, which is named DLD, that is to diagnose an electronic device was created for this purpose. It is a context-free digital logic circuit which includes forty-one gates of three basic types. Our experiment investigated the marginal effects of theoretical knowledge over common diagnostic rules. The experimental results showed that the effectiveness of the instruction in theoretical knowledge is dependent on the complexity of diagnostic situations. This adds up an experimental evidence against the presumed ineffectiveness of theoretical knowledge and forward reasoning in fault diagnosis. Furthermore, the result suggests the source of the use of theoretical knowledge.

  • PDF

A HYBRID METHOD FOR HIGHER-ORDER NONLINEAR DIFFUSION EQUATIONS

  • KIM JUNSEOK;SUR JEANMAN
    • 대한수학회논문집
    • /
    • 제20권1호
    • /
    • pp.179-193
    • /
    • 2005
  • We present results of fully nonlinear time-dependent simulations of a thin liquid film flowing up an inclined plane. Equations of the type $h_t+f_y(h) = -{\in}^3{\nabla}{\cdot}(M(h){\nabla}{\triangle}h)$ arise in the context of thin liquid films driven by a thermal gradient with a counteracting gravitational force, where h = h(x, t) is the fluid film height. A hybrid scheme is constructed for the solution of two-dimensional higher-order nonlinear diffusion equations. Problems in the fluid dynamics of thin films are solved to demonstrate the accuracy and effectiveness of the hybrid scheme.

적절다의의미 선택과정에서 관찰되는 숙련독자의 문맥의존적인 처리특성 (Context-dependent processing of skilled readers in selecting appropriate meaning of ambiguous words)

  • 이병택
    • 한국인지과학회:학술대회논문집
    • /
    • 한국인지과학회 2002년도 춘계학술대회
    • /
    • pp.225-230
    • /
    • 2002
  • 연구는 다의어의 문맥통합과정에서 관찰되는 숙련독자와 미숙련독자간의 개인차가 숙련독자의 문맥의존적인 처리특성에서 비롯되는지를 살펴보고자 하였다. 숙련독자의 문맥의존적인 처리특성을 좀 더 직접적으로 검토하기 위해 검사단어 강제선택과제를 고안하여 일련의 실험을 수행하였다. 편중문맥을 사용한 실험 1에서 숙련독자는 다의어의 주도적 의미가 부적절 검사단어로 사용된 실험조건과 무관단어가 부적절 검사단어로 사용된 통제조건간의 선택반응시간에 차이가 없었다. 한편 적절검사단어 선택을 방해하도록 구성된 갈등문맥이 사용된 실험 2에서 숙련독자는 미숙련독자보다 선택반응 시간이 느려서, 숙련독자가 적절검사단어 선택과정에서 더욱 큰 간섭을 경험했음을 보여주었다. 전체적으로 실험의 결과들은 숙련독자의 다의어 처리 특성이 문맥의존적이라고 가정할 때 잘 설명될 수 있는 것으로 보여진다.

  • PDF

유연성 - 새로운 경쟁무기 (Flexibility-New Move To Competition \ulcorner)

  • 김기영;박준병;오세진
    • 경영과학
    • /
    • 제7권2호
    • /
    • pp.58-76
    • /
    • 1990
  • Flexibility, in the context of manufacturing, refers to an ability to accommodate changes in market requirements in terms of product, process, and other services in a timely manner at a reasonable cost. The basic purpose of this paper is to analyze manufacturing strategies of leading Korean manufacturers in order to answer the following questions : How important are manufacturing flexibilities to Korean companies in restoring their once competitive cost-based strategies and adopting new variety-based strategies\ulcorner How effectively are Korean companies competing with their foreign competitors, like the US and European companies in terms of manufacturing flexibilities\ulcorner And in order to improve the flexibilities what kinds of manufacturing capabilities are considered as important key factors by Korean manufacturers and are their action programs effectively implemented to acquire these capabilities\ulcorner Major findings of the analysis indicate that Korean companies are very eager to reorganize their high-volume, cost-based corporate strategies as low volume, variety-based strategies. However, Korean manufacturers are still much dependent on the large size high volume factories and / or 'focus factories'. And the action programs and technologies to improve manufacturing flexibilities have been actively implemented at a higher rate than those of their foreign counterparts.

  • PDF

Styren과 acrylonitrile의 과상 공중합을 위한 회분식 반응기의 모델링 및 모사 (Modeling and simulation of a batch reactor for bulk copolymerization of styrene and acrylonitirle)

  • 유기윤;황우현;백종은;이현구
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
    • /
    • pp.207-212
    • /
    • 1994
  • A mathematical model is developed for a batch reactor in which the free radical bulk copolymerization of styrene and acrylonitrile takes place. In this model, we introduce the free volume theory to quantify the diffusion controlled termination and propagation reactions, and develop a model for the chain length dependent termination reaction in the context of the pseudo kinetic rate constant method(PKRCM). The simulation results from this model are found to be in good agreement with experimental data under different copolymerization conditions. The present model can predict both the copolymer composition and the number and weight average molecular weights. These kinetic approaches provide greater insight into the performance of the batch reactor used for the free radical bulk copolymerization of styrene and acrylonitirle.

  • PDF

강구조물 응접접합부의 2차원 및 3차원 균열에 대한 J-적분 해석 (Analysis of the J-integral for Two-dimensional and Three-dimensional Crack Configurations in Welds of Steel Structure)

  • 이진형;장경호
    • 한국전산구조공학회:학술대회논문집
    • /
    • 한국전산구조공학회 2004년도 가을 학술발표회 논문집
    • /
    • pp.270-277
    • /
    • 2004
  • In this paper, path-independent values of the J-integral in the fininte element context for arbitrary two-dimensional and three-dimensional crack configurations in welds are presented. For the fracture mechanics analysis of cracks in welds, residual stress analysis and fracture analysis must be performed simultaneously. In the analysis of cracked bodies containing residual stress, the usual domain integral formulation results in path-dependent values of the J-integral. This paper discusses modifications of the conventional J-integral that yield path independence in the presence of residual stress generated by welding. The residual stress problem is treated as an initial strain problem and the J-integral modified for this class of problem is used. And a finite element program which can evaluate the J-integral for cracks in two-dimensional and three-dimensional residual stress bearing bodies is developed using the modified J-integral definition. The situation when residual stress only is present is examed as is the case when mechanical stresses are applied in conjunction with a residual stress field.

  • PDF

Gender and the Welfare State: The British Feminist Critiques

  • Park Mee-Sok;Han Jeong-Won;Song In-Ja
    • International Journal of Human Ecology
    • /
    • 제3권1호
    • /
    • pp.73-94
    • /
    • 2002
  • The important argument explored in this article is women's position in welfare regimes. By examining feminist critiques on the welfare state, we intend to look into whether the welfare state is designed to promote the equal status of both men and women. In the post-war period, it was believed that social provision, together with full employment and rising real wages, would improve the welfare of all citizens. However, women were inevitably treated as second class citizens by the new welfare legislation and were assumed to be economically dependent on their husbands. As a result, though welfare provision plays a significant and liberating role in women's lives in some ways, it may also serve to restrict women by defining them in certain ways. This contradictory situations is especially true in successfully developing third world countries such as Korea. This is because the western welfare state can be misconceived as an idealistic model in which men and women obtain equality in terms of social context.

Systems biology of virus-host signaling network interactions

  • Xue, Qiong;Miller-Jensen, Kathryn
    • BMB Reports
    • /
    • 제45권4호
    • /
    • pp.213-220
    • /
    • 2012
  • Viruses have evolved to manipulate the host cell machinery for virus propagation, in part by interfering with the host cellular signaling network. Molecular studies of individual pathways have uncovered many viral host-protein targets; however, it is difficult to predict how viral perturbations will affect the signaling network as a whole. Systems biology approaches rely on multivariate, context-dependent measurements and computational analysis to elucidate how viral infection alters host cell signaling at a network level. Here we describe recent advances in systems analyses of signaling networks in both viral and non-viral biological contexts. These approaches have the potential to uncover virus- mediated changes to host signaling networks, suggest new therapeutic strategies, and assess how cell-to-cell variability affects host responses to infection. We argue that systems approaches will both improve understanding of how individual virus-host protein interactions fit into the progression of viral pathogenesis and help to identify novel therapeutic targets.