• Title/Summary/Keyword: Toolkit

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Feature Extraction Based on Speech Attractors in the Reconstructed Phase Space for Automatic Speech Recognition Systems

  • Shekofteh, Yasser;Almasganj, Farshad
    • ETRI Journal
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    • v.35 no.1
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    • pp.100-108
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    • 2013
  • In this paper, a feature extraction (FE) method is proposed that is comparable to the traditional FE methods used in automatic speech recognition systems. Unlike the conventional spectral-based FE methods, the proposed method evaluates the similarities between an embedded speech signal and a set of predefined speech attractor models in the reconstructed phase space (RPS) domain. In the first step, a set of Gaussian mixture models is trained to represent the speech attractors in the RPS. Next, for a new input speech frame, a posterior-probability-based feature vector is evaluated, which represents the similarity between the embedded frame and the learned speech attractors. We conduct experiments for a speech recognition task utilizing a toolkit based on hidden Markov models, over FARSDAT, a well-known Persian speech corpus. Through the proposed FE method, we gain 3.11% absolute phoneme error rate improvement in comparison to the baseline system, which exploits the mel-frequency cepstral coefficient FE method.

The Basic Study on making biphone for Korean Speech Recognition (한국어 음성 인식용 biphone 구성을 위한 기초 연구)

  • Hwang YoungSoo;Song Minsuck
    • Proceedings of the Acoustical Society of Korea Conference
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    • spring
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    • pp.99-102
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    • 2000
  • In the case of making large vocabulary speech recognition system, it is better to use the segment than the syllable or the word as the recognition unit. In this paper, we study on the basis of making biphone for Korean speech recognition. For experiments, we use the speech toolkit of OGI in U.S.A. The result shows that the recognition rate of the case in which the diphthong is established as a single unit is superior to that of the case in which the diphthong Is established as two units, i.e. a glide plus a vowel. And also, the recognition rate of the case in which the biphone is used as the recognition unit is better than that of the case in which the mono-phoneme is used.

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CUDA-based Fast DRR Generation for Analysis of Medical Images (의료영상 분석을 위한 CUDA 기반의 고속 DRR 생성 기법)

  • Yang, Sang-Wook;Choi, Young;Koo, Seung-Bum
    • Korean Journal of Computational Design and Engineering
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    • v.16 no.4
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    • pp.285-291
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    • 2011
  • A pose estimation process from medical images is calculating locations and orientations of objects obtained from Computed Tomography (CT) volume data utilizing X-ray images from two directions. In this process, digitally reconstructed radiograph (DRR) images of spatially transformed objects are generated and compared to X-ray images repeatedly until reasonable transformation matrices of the objects are found. The DRR generation and image comparison take majority of the total time for this pose estimation. In this paper, a fast DRR generation technique based on GPU parallel computing is introduced. A volume ray-casting algorithm is explained with brief vector operations and a parallelization technique of the algorithm using Compute Unified Device Architecture (CUDA) is discussed. This paper also presents the implementation results and time measurements comparing to those from pure-CPU implementation and open source toolkit.

Development of Toolkit for Embedded S/W Quality Evaluation (내장형 소프트웨어 품질평가를 위한 툴킷의 개발)

  • Lee Chung-Hwan;Lee Ha-Yong;Yang Hae-Sool
    • Proceedings of the Korea Information Processing Society Conference
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    • 2006.05a
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    • pp.281-284
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    • 2006
  • 최근 산업용 내장형 소프트웨어는 높은 부가가치를 창출할 수 있는 분야로 각광을 받고 있다. 최근 산업용 기기의 하드웨어뿐 아니라 내장형 소프트웨어에 대한 품질 시험 및 인증을 위한 기반 연구가 활발히 수행되고 있다. 본 연구는 산업용 소프트웨어 국제표준 적합성 인증」사업 추진과 관련하여 산업용 소프트웨어의 통신 기능에 대한 성능 평가 시험을 위하여 다양한 통신 프로토콜을 지원하는 시뮬레이션 소프트웨어를 개발한 것이다 소프트웨어는 산업용 통신 프로토콜인 필드버스 방식(Profibus, DeviceNet, CAN, RS232C, RS485, RS422등) 및 이더넷 기반의 TCP/IP 프로토콜에 대한 통신 시뮬레이션 시험 기능을 가지고 있으며, 프로토콜별 패킷 프레임을 사용자가 임의적으로 설정할 수 있게 하여 다양한 통신환경에서의 시뮬레이션 시험을 지원하고 각 프로토콜은 단방향 및 양방향시험을 모두 지원한다. 본 논문에서는 프로토콜별 시험 항목 및 방법을 소개하고 시뮬레이선 시스템의 하드웨어와 소프트웨어 구성 및 운영환경을 기술하였다.

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DATA REDUCTION OF AKARI/IRC SPECTROSCOPIC OBSERVATIONS

  • Usui, Fumihiko;Onaka, Takashi;AKARI/IRC team
    • Publications of The Korean Astronomical Society
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    • v.32 no.1
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    • pp.41-43
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    • 2017
  • AKARI performed about 10,000 spectroscopic observations with the Infrared Camera (IRC) during its mission phase. These IRC observations provide unique spectroscopic data at near- and mid-infrared wavelengths for studies of the next few decades because of its high sensitivity and unique wavelength coverage. In this paper, we present the current status of the activity for improving the IRC spectroscopic data reduction process, including the toolkit and related data packages, and also discuss the goal of this project.

MIDP에뮬레이터를 이용한 미들랫슈트의 구현사례에 관한 연구

  • Woo, Won-Taek
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2009.05a
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    • pp.59-67
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    • 2009
  • 본 논문은 MIDP에뮬레이터를 이용한 미들랫슈트의 전 개발 과정을 소개함으로써 개발 툴 독립적인 모바일프로그램의 개발과정을 이해하고 미들랫, Manifest, JAR, JAB, 미들랫 슈트의 각 단계별 개발 스트림의 사례를 예시함으로써 DOS환경에서의 미드랫 슈트의 개발과정을 완전히 숙지하여 NetBeans 모빌리티팩이나 Eclipse와 같은 통합개발환경이나 자바 Wireless Toolkit과 같은 프로젝트형 개발환경에서 자바모바일프로그램의 개발을 보다 용이하게 이해하고자 함에 그 목적이 있다. 최근 자바 모바일프로그램의 개발과 관련된 연구와 문헌들이 많이 제공되고 있으나 기존의 연구들과는 달리 본 논문에서는 미들랫슈트의 개발스트립을 각 단계별로 구현하였음에 의의가 있다고 하겠다.

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Development of Induction machine Diagnosis System using LabVIEW and PDA (LabVIEW 기반의 PDA를 이용한 기계 진단 시스템의 개발)

  • Son, Jong-Duk;Yang, Bo-Suk;Han, Tian;Ha, Jong-Yong
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2005.05a
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    • pp.945-948
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    • 2005
  • Mobile computing devices are becoming increasingly prevalent in a huge range of physical area, offering a considerable market opportunity. The focus of this paper is on the development of a platform of fault diagnosis system integrating with personal digital assistant (PDA). An improvement of induction machine rotor fault diagnosis based on AI algorithms approach is presented. This network system consists of two parts; condition monitoring and fault diagnosis by using Artificial Intelligence algorithm. LabVIEW allows easy interaction between acquisition instrumentation and operators. Also it can easily integrate AI algorithm. This paper presents a development environment fur intelligent application for PDA. The introduced configuration is a LabVIEW application in PDA module toolkit which is LabVIEW software.

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The System of Motion Recognition using Augmented Reality (증강현실을 이용한 모션 인식 시스템)

  • Nam, Il-Ho;Ryu, Young-Kee
    • Proceedings of the KIEE Conference
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    • 2008.10b
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    • pp.505-506
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    • 2008
  • Motion capture system that is used in movies and games today requires large equipments and expensive that it is still not common as a reasonable family game. Therefore, this research project focused on solving these problems mentioned above and move on to develop a new type of approach and by using reasonable family use USB camera and augmented reality to develop a bodily sensation motion capture system which can be used in making a video game. In order to develop this, I used a pair of Marker which can be placed on both hands and one USB camera and the image that was extracted in real time goes through the AR toolkit and ed the 3D coordinates of data and developed a motion capture system.

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Multi-modal Robot Emotion/Intention Expression using Editing Toolkit (에디팅 툴킷을 이용한 로봇의 멀티모달 감정/의사 표현)

  • Kim, Woo-Hyun;Park, Jeong-Woo;Lee, Won-Hyong;Kim, Won-Hwa;Chung, Myung-Jin
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.1819_1820
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    • 2009
  • 본 논문에서는 로봇의 감정과 의사표현을 위해서 3D모델 기반의 시뮬레이션이 가능한 에디팅 툴킷을 이용하였고, 사람과 로봇의 감정 상호 작용과 로봇이 제공하는 서비스의 구현을 위해서 다양한 멀티모달 표현을 생성하였다. 로봇은 얼굴표정, 그리고 목과 팔의 움직임으로 멀티모달 표현을 하였으며, 멀티모달 감정/의사 표현을 구성하는 각 모달리티별 표현들은 에디팅 툴킷을 통하여 동기화되었다. 이렇게 생성된 로봇의 멀티모달 감정/의사 표현은 DB형태로 저장되고, 이를 재조합하고 수정하여 새로운 표현을 생성할 수 있도록 하였다.

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An Experimental Evaluation of the Vehicle Control Algorithm in Personal Rapid Transit System (개인고속이동시스템의 차량제어 알고리즘에 대한 실험적 평가)

  • Lee, Jun-Ho
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.10
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    • pp.1770-1774
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    • 2007
  • In this paper we deal with a design of the evaluation system to assess the vehicle operational control algorithm for Personal Rapid Transit(PRT) system. PRT system is different from the conventional rail traffic system in such that the station is off-line so as to guarantee a very short headway. In this study we propose an evaluation system to assess the performance of the proposed vehicle control algorithm. The evaluation system is composed of virtual vehicles, central control system, virtual wayside facilities, monitoring equipments. The virtual vehicles are made up by the laptop computers and the central control system employs Power PC process of Motorola Inc. The wayside facilities are implemented by employing the PXI module of the National Instruments Corporation. In order to test the proposed evaluation system a test algorithm is used, which has been simulated in the combined simulation system between Labview Simulation Interface Toolkit and Matlab/Simulink.