• 제목/요약/키워드: Feature Based Modeling System

검색결과 163건 처리시간 0.027초

Prosodic Annotation in a Thai Text-to-speech System

  • Potisuk, Siripong
    • 한국언어정보학회:학술대회논문집
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    • 한국언어정보학회 2007년도 정기학술대회
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    • pp.405-414
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    • 2007
  • This paper describes a preliminary work on prosody modeling aspect of a text-to-speech system for Thai. Specifically, the model is designed to predict symbolic markers from text (i.e., prosodic phrase boundaries, accent, and intonation boundaries), and then using these markers to generate pitch, intensity, and durational patterns for the synthesis module of the system. In this paper, a novel method for annotating the prosodic structure of Thai sentences based on dependency representation of syntax is presented. The goal of the annotation process is to predict from text the rhythm of the input sentence when spoken according to its intended meaning. The encoding of the prosodic structure is established by minimizing speech disrhythmy while maintaining the congruency with syntax. That is, each word in the sentence is assigned a prosodic feature called strength dynamic which is based on the dependency representation of syntax. The strength dynamics assigned are then used to obtain rhythmic groupings in terms of a phonological unit called foot. Finally, the foot structure is used to predict the durational pattern of the input sentence. The aforementioned process has been tested on a set of ambiguous sentences, which represents various structural ambiguities involving five types of compounds in Thai.

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소프트웨어 프로덕트 라인을 위한 목표, 시나리오, 휘처 기반의 도메인 분석 방안 (A Domain Analysis Method for Saftware Product Lines Based an Goals, Scenarios, and Features)

  • 김민성;박수용
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제33권7호
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    • pp.589-604
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    • 2006
  • 소프트웨어 재사용을 위한 새로운 패러다임으로서 대두되고 있는 소프트웨어 프로덕트 라인에서 가장 중요하며, 기본이 되는 것은 바로 재사용 가능한 소프트웨어 자산을 개발하기 위한 프로덕트 라인의 공통성과 가변성 식별이라고 하겠다. 현재 이를 위해 휘처 중심의 도메인 분석 방법이 많이 사용되고 있으나, 이 방법은 휘처를 식별하고, 식별된 휘처의 근거를 제시하기 위한 체계적인 방법을 제공하지 못하고 있다. 또한 프로덕트의 공통성과 가변성 분석 결과가 프로덕트 라인 개발 조직의 최상위 수준 목표(goals)를 만족시키고, 그 근거를 보여줄 수 있어야 하지만 현재 이러한 부분에 대한 연구가 부족한 실정이다. 따라서 본 논문에서는 기존의 휘처 중심의 도메인 분석 방법에서의 문제점들을 해결하고, 보안하기 위해 프로덕트 라인을 위한 목표, 시나리오, 휘처 기반의 도메인 분석 방안을 제안하였다. 이것은 목표와 시나리오 그리고 휘처의 관계를 통하여 프로덕트 라인을 위한 도메인 요구사항 모델(DRM: domain requirements model)을 제시하고, 그러한 모델을 바탕으로 도메인 요구사항 모델링 방법(domain requirements modeling method)을 제안한다. 마지막으로는 제안된 방안을 지원하는 도구 (IDEAS)를 설명하고, 이를 통해 주택 통합 시스템(HIS)에 적용함으로써 제안된 방법을 검증하였다. 제안된 방법은 체계적으로 휘처를 식별하고, 그에 대한 근거 및 공통성과 가변성에 대한 근거를 제공할 수 있을 것이다.

조음자질을 이용한 한국인 학습자의 영어 발화 자동 발음 평가 (Automatic pronunciation assessment of English produced by Korean learners using articulatory features)

  • 류혁수;정민화
    • 말소리와 음성과학
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    • 제8권4호
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    • pp.103-113
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    • 2016
  • This paper aims to propose articulatory features as novel predictors for automatic pronunciation assessment of English produced by Korean learners. Based on the distinctive feature theory, where phonemes are represented as a set of articulatory/phonetic properties, we propose articulatory Goodness-Of-Pronunciation(aGOP) features in terms of the corresponding articulatory attributes, such as nasal, sonorant, anterior, etc. An English speech corpus spoken by Korean learners is used in the assessment modeling. In our system, learners' speech is forced aligned and recognized by using the acoustic and pronunciation models derived from the WSJ corpus (native North American speech) and the CMU pronouncing dictionary, respectively. In order to compute aGOP features, articulatory models are trained for the corresponding articulatory attributes. In addition to the proposed features, various features which are divided into four categories such as RATE, SEGMENT, SILENCE, and GOP are applied as a baseline. In order to enhance the assessment modeling performance and investigate the weights of the salient features, relevant features are extracted by using Best Subset Selection(BSS). The results show that the proposed model using aGOP features outperform the baseline. In addition, analysis of relevant features extracted by BSS reveals that the selected aGOP features represent the salient variations of Korean learners of English. The results are expected to be effective for automatic pronunciation error detection, as well.

Characteristics, mathematical modeling and conditional simulation of cross-wind layer forces on square section high-rise buildings

  • Ailin, Zhang;Shi, Zhang;Xiaoda, Xu;Yi, Hui;Giuseppe, Piccardo
    • Wind and Structures
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    • 제35권6호
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    • pp.369-383
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    • 2022
  • Wind tunnel experiment was carried out to study the cross-wind layer forces on a square cross-section building model using a synchronous multi-pressure sensing system. The stationarity of measured wind loadings are firstly examined, revealing the non-stationary feature of cross-wind forces. By converting the measured non-stationary wind forces into an energetically equivalent stationary process, the characteristics of local wind forces are studied, such as power spectrum density and spanwise coherence function. Mathematical models to describe properties of cross-wind forces at different layers are thus established. Then, a conditional simulation method, which is able to ex-tend pressure measurements starting from experimentally measured points, is proposed for the cross-wind loading. The method can reproduce the non-stationary cross-wind force by simulating a stationary process and the corresponding time varying amplitudes independently; in this way the non-stationary wind forces can finally be obtained by combining the two parts together. The feasibility and reliability of the proposed method is highlighted by an ex-ample of across wind loading simulation, based on the experimental results analyzed in the first part of the paper.

갭과 단차의 기능 및 심미적 품질을 고려한 냉장고 도어 시스템의 공차해석 및 설계 (Tolerance Analysis and Design of Refrigerator Door System for Functional and Aesthetic Quality of Gap and Flush)

  • 김진수;김재성;임현준
    • 한국정밀공학회지
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    • 제31권1호
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    • pp.59-66
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    • 2014
  • The central seam, the vertical 'line' between doors, in the front view of a refrigerator must have its gap and flush within certain ranges to meet functional and aesthetic requirements. The conventional criteria for gap and flush control in the industry are to keep the gap and flush within certain ranges at each of various points along the seam. For aesthetics, however, the uniformity of the gap is also as important because a 'tapered' seam is negatively perceived by human eyes. This paper shows a case study of tolerance design for a refrigerator door system. It presents a step-by-step procedure, which consists of datum flow chain analysis, identification of assembly features, computer modeling of feature tolerances, assembly operations and measurements, tolerance simulation, and tolerance adjustments based on the simulation results. It is found that extra care may need to be used to satisfy the aesthetical criterion for gap uniformity.

LDI 표현방법을 이용한 3D GIS 구현 (LDI (Layered Depth Image) Representation Method using 3D GIS Implementation)

  • 송상훈;정영기
    • 한국컴퓨터정보학회지
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    • 제14권1호
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    • pp.231-239
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    • 2006
  • 지리정보시스템(Geographic Information System : GIS)은 지리적으로 참조 가능한 소프트웨어 시스템을 말한다. 이러한 지리정보시스템의 주요 특징 중 지리정보의 표현이라는 문제를 중심으로 살펴볼 때 기존의 2차원적인 표현에서 3차원적인 표현으로의 연구개발이 활발하게 진행되고 있으나, 방대한 양의 지리정보를 빠르고 효율적으로 처리하는데 많은 문제가 있어, 본 논문에서는 GIS의 효율적인 장면 렌더링을 위해서 영상기반 모델링과 렌더링을 위해 제안된 LDI(Layered Depth Images)를 이용하여 3차원의 GIS를 렌더링 하고자 한다. 실측기반 방식으로부터 3차원의 지형데이터를 획득하고, 이렇게 획득된 3차원의 지형 데이터는 깊이 정보를 가지고 있는데, 이러한 깊이 정보를 기반으로 하여 LDI를 생성하였다. 또한 전통적인 모델링 방식인 3DS-Max를 이용하여 LDI를 생성하였다. 이렇게 획득된 LDI 정보를 이용하여 보다 효율적인 3차원의 GIS 렌더링을 할 수 있었다.

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향상된 재구성능력을 가진 고속 어레이 구조 (Fast Array Architecture with Improved Reconfigurability)

  • 이재익;김진상;조원경;김영수
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 하계종합학술대회 논문집(2)
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    • pp.451-454
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    • 2004
  • The reconfigurable architecture is increasingly important for design of multi-mode communication systems and computation-intensive DSP systems. The proposed coarse-grain architecture is based on a reconfigurable processing element consisting of a MAC unit, a register file, a context data register, and PE interconnect control blocks. The main feature of the Proposed architecture is the loop context which enables faster configuration. Also, we propose another area-efficient reconfigurable architecture with improved reconfigurability. The SystemC modeling results show that the proposed architecture can reduce 9 clock cycles of 2D DCT compared to existing architectures.

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Image recognition technology in rotating machinery fault diagnosis based on artificial immune

  • Zhu, Dachang;Feng, Yanping;Chen, Qiang;Cai, Jinbao
    • Smart Structures and Systems
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    • 제6권4호
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    • pp.389-403
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    • 2010
  • By using image recognition technology, this paper presents a new fault diagnosis method for rotating machinery with artificial immune algorithm. This method focuses on the vibration state parameter image. The main contribution of this paper is as follows: firstly, 3-D spectrum is created with raw vibrating signals. Secondly, feature information in the state parameter image of rotating machinery is extracted by using Wavelet Packet transformation. Finally, artificial immune algorithm is adopted to diagnose rotating machinery fault. On the modeling of 600MW turbine experimental bench, rotor's normal rate, fault of unbalance, misalignment and bearing pedestal looseness are being examined. It's demonstrated from the diagnosis example of rotating machinery that the proposed method can improve the accuracy rate and diagnosis system robust quality effectively.

교류여자방식 BLSM의 벡터제어에 관한 연구 (A Vector Control of AC-Excited BLSM)

  • 차주용;조윤현;신우섭;조용길;우정인
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1995년도 하계학술대회 논문집 A
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    • pp.294-296
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    • 1995
  • In this paper, a vector control method for a AC-Excited BLSM(Brushless Synchronous Motor) is proposed. The BLSM has a feature that separate exciter is not needed for excitation. The proposed method is described in two parts as follow, one is the design of drive and the other is a modeling for its implementation. Rotor flux is estimated using indirect sensing method based on voltage equation in the synchronously rotation reference frame. And rotor position is calculated from rotor angular velocity and stator current. Through computer simulation results of this proposed system, it is shown that the BLSM drive has a ability of precision torque control from the static and dynamic performance.

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Faults detection and identification for gas turbine using DNN and LLM

  • Oliaee, Seyyed Mohammad Emad;Teshnehlab, Mohammad;Shoorehdeli, Mahdi Aliyari
    • Smart Structures and Systems
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    • 제23권4호
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    • pp.393-403
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    • 2019
  • Applying more features gives us better accuracy in modeling; however, increasing the inputs causes the curse of dimensions. In this paper, a new structure has been proposed for fault detecting and identifying (FDI) of high-dimensional systems. This structure consist of two structure. The first part includes Auto-Encoders (AE) as Deep Neural Networks (DNNs) to produce feature engineering process and summarize the features. The second part consists of the Local Model Networks (LMNs) with LOcally LInear MOdel Tree (LOLIMOT) algorithm to model outputs (multiple models). The fault detection is based on these multiple models. Hence the residuals generated by comparing the system output and multiple models have been used to alarm the faults. To show the effectiveness of the proposed structure, it is tested on single-shaft industrial gas turbine prototype model. Finally, a brief comparison between the simulated results and several related works is presented and the well performance of the proposed structure has been illustrated.