• Title/Summary/Keyword: tying model

Search Result 37, Processing Time 0.031 seconds

Efficient Triphone Clustering Using Monophone Distance (모노폰 거리를 이용한 트라이폰 클러스터링 방법 연구)

  • Bang Kyu-Seop;Yook Dong-Suk
    • Proceedings of the KSPS conference
    • /
    • 2006.05a
    • /
    • pp.41-44
    • /
    • 2006
  • The purpose of state tying is to reduce the number of models and to use relatively reliable output probability distributions. There are two approaches: one is top down clustering and the other is bottom up clustering. For seen data, the performance of bottom up approach is better than that of top down approach. In this paper, we propose a new clustering technique that can enhance the undertrained triphone clustering performance. The basic idea is to tie unreliable triphones before clustering. An unreliable triphone is the one that appears in the training data too infrequently to train the model accurately. We propose to use monophone distance to preprocess these unreliable triphones. It has been shown in a pilot experiment that the proposed method reduces the error rate significantly.

  • PDF

A Study on the Implementatin of Vocalbulary Independent Korean Speech Recognizer (가변어휘 음성인식기 구현에 관한 연구)

  • 황병한
    • Proceedings of the Acoustical Society of Korea Conference
    • /
    • 1998.06d
    • /
    • pp.60-63
    • /
    • 1998
  • 본 논문에서는 사용자가 별도의 훈련과정 없이 인식대상 어휘를 추가 및 변경이 가능한 가변어휘 인식시스템에 관하여 기술한다. 가변어휘 음성인식에서는 미리 구성된 음소모델을 토대로 인식대상 어휘가 결정되명 발음사전에 의거하여 이들 어휘에 해당하는 음소모델을 연결함으로써 단어모델을 만든다. 사용된 음소모델은 현재 음소의 앞뒤의 음소 context를 고려한 문맥종속형(Context-Dependent)음소모델인 triphone을 사용하였고, 연속확률분포를 가지는 Hidden Markov Model(HMM)기반의 고립단어인식 시스템을 구현하였다. 비교를 위해 문맥 독립형 음소모델인 monophone으로 인식실험을 병행하였다. 개발된 시스템은 음성특징벡터로 MFCC(Mel Frequency Cepstrum Coefficient)를 사용하였으며, test 환경에서 나타나지 않은 unseen triphone 문제를 해결하기 위하여 state-tying 방법중 음성학적 지식에 기반을 둔 tree-based clustering 기법을 도입하였다. 음소모델 훈련에는 ETRI에서 구축한 POW (Phonetically Optimized Words) 음성 데이터베이스(DB)[1]를 사용하였고, 어휘독립인식실험에는 POW DB와 관련없는 22개의 부서명을 50명이 발음한 총 1.100개의 고립단어 부서 DB[2]를 사용하였다. 인식실험결과 문맥독립형 음소모델이 88.6%를 보인데 비해 문맥종속형 음소모델은 96.2%의 더 나은 성능을 보였다.

  • PDF

The Loss Calculation of Eddy Current of the Tank and Winding Supports in Transformers by the Leakage Flux (누설자속에 의한 대용량 변압기의 권선지지구조 및 외함의 와전류손실 계산에 관한 연구)

  • Heo, Woo-Heng;Lee, Dong-Yeup;Kim, Gyu-Tak
    • Proceedings of the KIEE Conference
    • /
    • 2005.07b
    • /
    • pp.948-950
    • /
    • 2005
  • This paper compared the test data with the loss when a conductor is exposed to the magnetic fieldof reactors after generating external magnetic field in specimen by means of an air core reactor model and the calculation of loss came from a tying the combination of FEM and integral method. It was applied to the loss measurement of transformers due to leakage flux.

  • PDF

A Study on the Alternative Environmental Assessment System in KOREA : Applying New Conceptual Model(APEMI IA MODEL) into Impact Assessment for Better Integrated Decision-Making (대안적 환경평가 시스템 연구: 통합적 의사결정을 위한 새로운 개념의 영향평가모형(APEMI IA MODEL)의 국내 적용방안 탐색)

  • Kim, Im Soon;Han, Sang Wook
    • Journal of Environmental Impact Assessment
    • /
    • v.14 no.4
    • /
    • pp.179-193
    • /
    • 2005
  • As the world's attention turns to sustainability and the considerations of cumulative effects, the concept of Strategic Environmental Assessment(SEA) has become more significant and urgent and increasing number of countries and international organizations now undertake some forms of SEA. The term SEA, however, is variously defined and understood; generally it means a formal process of systematic analysis of the environmental effects on development policies, plans, programmes and other proposed strategic actions. This process extends the aims and principles of EIA upstream in the decision-making process, beyond the project level in which major alternatives are still open. There is a shift toward more integrative approaches and greater use of Environmental Impact Assessment (EIA) and Strategic Environmental Assessment (SEA) as sustainability tools in cooperation with Environmental Management System (EMS). Currently, Korea has EIA system and Prior Environmental Review System (PERS) which is different type of SEA as Environment Assessment (EA) system. APEMI IA MODEL integrated following three pillar(refer to attached figure.1) ; First pillar symbolized decision making cycle with planning process. Second pillar symbolized integrated assessment which tying SEA and EIA with specific impacts assessment(eg: social impact assessment, economic impact assessment, health impact assessment etc) in cooperation with EMS. Third pillar symbolized EA best practical procedure of International Association for Impact Assessment(IAIA). Considering the above, we applied new conceptual model(APEMI IA MODEL) into Impact Assessment for better integrated decision-making in KOREA as an alternative IA system(IS IA MODEL A and B refer to attached figure 4, 5).

Determining differentially expressed genes in a microarray expression dataset based on the global connectivity structure of pathway information

  • Chung, Tae-Su;Kim, Kee-Won;Lee, Hye-Won;Kim, Ju-Han
    • Proceedings of the Korean Society for Bioinformatics Conference
    • /
    • 2004.11a
    • /
    • pp.124-130
    • /
    • 2004
  • Microarray expression datasets are incessantly cumulated with the aid of recent technological advances. One of the first steps for analyzing these data under various experimental conditions is determining differentially expressed genes (DEGs) in each condition. Reasonable choices of thresholds for determining differentially expressed genes are used for the next -step-analysis with suitable statistical significances. We present a model for identifying DEGs using pathway information based on the global connectivity structure. Pathway information can be regarded as a collection of biological knowledge, thus we are tying to determine the optimal threshold so that the consequential connectivity structure can be the most compatible with the existing pathway information. The significant feature of our model is that it uses established knowledge as a reference to determine the direction of analyzing microarray dataset. In the most of previous work, only intrinsic information in the miroarray is used for the identifying DEGs. We hope that our proposed method could contribute to construct biologically meaningful network structure from microarray datasets.

  • PDF

Object tracking algorithm of Swarm Robot System for using SVM and Dodecagon based Q-learning (12각형 기반의 Q-learning과 SVM을 이용한 군집로봇의 목표물 추적 알고리즘)

  • Seo, Sang-Wook;Yang, Hyun-Chang;Sim, Kwee-Bo
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.18 no.3
    • /
    • pp.291-296
    • /
    • 2008
  • This paper presents the dodecagon-based Q-leaning and SVM algorithm for object search with multiple robots. We organized an experimental environment with several mobile robots, obstacles, and an object. Then we sent the robots to a hallway, where some obstacles were tying about, to search for a hidden object. In experiment, we used four different control methods: a random search, a fusion model with Distance-based action making(DBAM) and Area-based action making(ABAM) process to determine the next action of the robots, and hexagon-based Q-learning and dodecagon-based Q-learning and SVM to enhance the fusion model with Distance-based action making(DBAM) and Area-based action making(ABAM) process.

Chronic Paraspinal Muscle Injury Model in Rat

  • Cho, Tack Geun;Park, Seung Won;Kim, Young Baeg
    • Journal of Korean Neurosurgical Society
    • /
    • v.59 no.5
    • /
    • pp.430-436
    • /
    • 2016
  • Objective : The objective of this study is to establish an animal model of chronic paraspinal muscle injury in rat. Methods : Fifty four Sprague-Dawley male rats were divided into experimental group (n=30), sham (n=15), and normal group (n=9). Incision was done from T7 to L2 and paraspinal muscles were detached from spine and tied at each level. The paraspinal muscles were exposed and untied at 2 weeks after surgery. Sham operation was done by paraspinal muscles dissection at the same levels and wound closure was done without tying. Kyphotic index and thoracolumbar Cobb's angle were measured at preoperative, 2, 4, 8, and 12 weeks after the first surgery for all groups. The rats were sacrificed at 4, 8, and 12 weeks after the first surgery, and performed histological examinations. Results : At 4 weeks after surgery, the kyphotic index decreased, but, Cobb's angle increased significantly in the experimental group (p<0.05), and then that were maintained until the end of the experiment. However, there were no significant differences of the kyphotic index and Cobb's angle between sham and normal groups. In histological examinations, necrosis and fibrosis were observed definitely and persisted until 12 weeks after surgery. There were also presences of regenerated muscle cells which nucleus is at the center of cytoplasm, centronucleated myofibers. Conclusion : Our chronic injury model of paraspinal muscles in rats shows necrosis and fibrosis in the muscles for 12 weeks after surgery, which might be useful to study the pathophysiology of the degenerative thoracolumbar kyphosis or degeneration of paraspinal muscles.

Developing Aged-Housing Remodeling Technology for Improving Structural and Equipment performance;Introduction of Center for Aged-housing Remodeling Technology (노후 공동주택 구조 및 설비성능개선 기술 개발;2차년도 실적 및 차년도 연구계획 소개)

  • Han, Ju-Yeoun;Kim, Kyung-Rai
    • Proceedings of the Korean Institute Of Construction Engineering and Management
    • /
    • 2007.11a
    • /
    • pp.190-196
    • /
    • 2007
  • As the number of aged-housing has been rapidly increased, many kinds of defects and problems such as degeneration of housing environment, structural performance, and equipment performance have been appeared. The reconstruction as the way to improve the aged-housing has been used mostly because the legal process of the reconstruction is relatively easy. On the other hand, it has caused problems such as the lack of natural aggregates, the environmental damages owing to construction wastes, the loss of national resources, and the lack of the housing for rent nearby the reconstruction area. This problems limit active tying into the reconstruction business at present in the industrial and political perspective. In this context, it is necessary to revitalize the remodeling rather than the reconstruction. In order to reach this objective, this research aims at identifying the user-oriented performance for the housing and deducing the core technology. It is expected that the result of this research can contribute to more revitalize the remodeling as tying researches in terms of design, structure, equipment, and construction.

  • PDF

Selective Activation of Cohesive Elements using MPC (다중점 구속조건을 이용한 응집요소의 선택적 활성화 기법)

  • Woo, Kyeongsik
    • Journal of the Korean Society for Aeronautical & Space Sciences
    • /
    • v.42 no.11
    • /
    • pp.911-918
    • /
    • 2014
  • In this paper, a selective activation strategy of cohesive elements using user subroutine UMPC was studied as an efficient solution for the added compliance problem in cohesive zone model crack propagation analyses. The cohesive elements were inserted between every bulk elements in region where cracks were expected to initiate and propagate, but initially not activated by tying the cohesive nodes using multi-point constraints. During analyses, the cohesive elements for which specified criterion was met were selectively activated by releasing the constraints. The effect of initial cohesive stiffness and the release criterion on the crack propagation behavior was carefully investigated.

A study on the Extension of Information Ethics and Security Area of ISST - Forcused on a Information Teacher - (ISST 정보윤리.보안 영역 확장에 관한 연구 "교육정보담당교사를 중심으로\lrcorner$)

  • 권소화;안성진
    • Proceedings of the Korea Information Assurance Society Conference
    • /
    • 2004.05a
    • /
    • pp.167-172
    • /
    • 2004
  • In the process of presenting the additional criteria, ISST, developed to evaluate teachers' capacity of applying information, suggests the criteria without considering teacher's own task. Information Ethics and Security Model is made up of two parts. In one part, it deals with four areas concerning with Information Ethics evaluation to measure the sensibility of Information Ethics of Information Teacher In another part, it is divided Information Security Evaluation into three areas which estimate technical method to secure the information system tying in the environment of information-oriented education.

  • PDF