• Title/Summary/Keyword: ASR

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Improved Bimodal Speech Recognition Study Based on Product Hidden Markov Model

  • Xi, Su Mei;Cho, Young Im
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.13 no.3
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    • pp.164-170
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    • 2013
  • Recent years have been higher demands for automatic speech recognition (ASR) systems that are able to operate robustly in an acoustically noisy environment. This paper proposes an improved product hidden markov model (HMM) used for bimodal speech recognition. A two-dimensional training model is built based on dependently trained audio-HMM and visual-HMM, reflecting the asynchronous characteristics of the audio and video streams. A weight coefficient is introduced to adjust the weight of the video and audio streams automatically according to differences in the noise environment. Experimental results show that compared with other bimodal speech recognition approaches, this approach obtains better speech recognition performance.

Preliminary Feasibility Study of Separated Aquifer Thermal Energy Storage System using Numerical Method (수치 모델링 기법을 이용한 개별 대수층 축열 시스템 활용성 예비 평가)

  • Kim, Jong-Chan;Kim, Hyoung-Soo;Lee, Young-Min
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.11a
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    • pp.556-560
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    • 2009
  • 개별 대수층에 냉수와 온수를 저장하여 수자원과 냉난방 열원으로 활용하는 방안에 대한 평가를 지열-지하수 부정류 모델링을 통해 수행하였다. 저장 및 회수 가동 시간이 증가함에 따라서 각각의 대수층 내에 온열과 냉열이 축열되는 현상이 확인되었으며, 지하수 유동에 의해 축열된 수체가 지하수 흐름방향으로 이동하는 현상을 확인 하여 지하수 유동이 축열 정도를 결정하는 요인이 될 수 있음을 확인하였다. 설정된 모델에 대하여, 두 개의 개별 대수층 사이의 열 간섭은 거의 없는 것으로 나타났다. 주입과 양수의 가동 횟수가 증가되면, 대수층 축열 효과는 증대되는 것으로 나타났다. 열-지하수 모델링을 통한 온도 예측은 실제 냉난방의 효율성을 결정짓는 수온을 정량적으로 계산할 수 있는 유용한 기술로 평가됨과 더불어, 수자원의 지하 저장을 통해 효율적으로 물을 확보하고 관리할 수 있는 방안이 될 수 있을 것으로 기대된다.

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Corner Braking Test and Simulation for Development of VDC System (VDC장치 개발을 위한 코너제동 실험 및 시뮬레이션)

  • 이창노;박혁성;김영관
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.2
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    • pp.211-216
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    • 2003
  • The influence of braking force generated by one tire on vehicle dynamics was investigated by simulation and ground test. A 8 d. o. f vehicle model was developed for simulation. And a special device to apply brake pressure to individual wheel was built for vehicle test. As a result of corner braking test on straight driving, the dynamic responses such as yawrate, lateral acceleration and roll angle were produced in the vehicle, which were in a good agreement to the simulation results. This shows that comer braking used in VDC system can control vehicle dynamics to improve controllability and directional stability.

How Korean Learner's English Proficiency Level Affects English Speech Production Variations

  • Hong, Hye-Jin;Kim, Sun-Hee;Chung, Min-Hwa
    • Phonetics and Speech Sciences
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    • v.3 no.3
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    • pp.115-121
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    • 2011
  • This paper examines how L2 speech production varies according to learner's L2 proficiency level. L2 speech production variations are analyzed by quantitative measures at word and phone levels using Korean learners' English corpus. Word-level variations are analyzed using correctness to explain how speech realizations are different from the canonical forms, while accuracy is used for analysis at phone level to reflect phone insertions and deletions together with substitutions. The results show that speech production of learners with different L2 proficiency levels are considerably different in terms of performance and individual realizations at word and phone levels. These results confirm that speech production of non-native speakers varies according to their L2 proficiency levels, even though they share the same L1 background. Furthermore, they will contribute to improve non-native speech recognition performance of ASR-based English language educational system for Korean learners of English.

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Effects of native oxide on Si substrates-As ion implanted on the formation of Ti-Silicides grown by RTP method (As Ion 주입된 Si 기판위의 native oxide가 RTP법으로 성장시킨 Ti-Silicides의 형성에 미치는 영향)

  • Chung, Ju-Hyuck;Choi, Jin-Seog;Paek, Su-Hyon
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.319-323
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    • 1988
  • For finding the effects of As on $TiSi_2$ formation, sputter deposited Ti film on Si substrates implanted with various doses of As have been rapid thermal annealed in Ar atmosphere at temperatures of 600-900$^{\circ}C$ for 20 sec. The sheet resistance of Ti-Silicides was examined with 4-point probe, the thickness with ${\alpha}$-step, and the As dopant behavior in Si substrates with ASR. The thickness of Ti-Silicides decreased with increasing As doping, but Ti-Silicides sheet resistance increased with increasing it. However, the critical concentration effect reported by Park et al. was not observed. We observed that the thickness of native oxide increase with increasing As doping. Thus, we concluded that native oxide act as a "barrier" for the Si diffusion.

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A Study on the Formation of Shallow $p^+$-n Junctions Using Preamorphization (선비정질화를 이용한 Shallow $p^+$ -n 접합 형성에 관한 연구)

  • 한명석;홍신남;김형준
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.28A no.9
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    • pp.729-735
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    • 1991
  • To form shallow $p^+$ -n junctions, Ge and As ions were employed for preamorphization, and B or BF2 was implanted for doping. Same B and BF$_2$ implantations were performed into single crystalline silicon to compare the material and electrical characteristics with the preamorphized samples. SIMS measurements for 10KeV B implanted samples revealed the somilar boron distribution for two preamophized cases, but the ASR profiles indicated that the shallower junctions could be formed by Ge preamorphzation. Sheet resostance of Ge preamorphized sample was lower than the As preamorphized sample, and the diode leakage current characteristics were similar for the preamorphized and non-preamorphized samples. Among the samples implanted with BF ions into the substrates preamorphized with 25keV Ge or As ions, high sheet resistance and leaky diode characteristics were observed for the As preamorphized samples. It was found that Ge preamorphization is more useful than As preamorphization for the purpose of forming shallow $p^+$ -n junctions using low energy BF$_2$ implantation.

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Implementation of HILS System for Performance Test of the ABS ECU for Commercial Vehicles (상용차용 ABS ECU의 성능분석을 위한 HILS 시스템 구축)

  • Cho, J.M.;Hwang, D.H.;Park, D.Y.;Kim, Y.J.;Joh, J.S.;Park, S.K.
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2564-2566
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    • 2000
  • HILS(Hardware In-the-Loop Simulation) is an effective tool for design, performance evaluation and test of developed vehicle subsystems such as ABS(Antilock Brake System), suspension, and steering systems. This paper describes a HILS model for an ABS/ASR application. Also the implementation of HILS system for performance test of the ABS ECU(Electronic Control Unit) for commercial vehicles is presented.

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Performance Behavior by H2 and CO as a Fuel in Intermediate Temperature Solid Oxide Fuel Cell (IT-SOFC) (중.저온형 고체산화물 연료전지에서 연료로 공급되는 CO 와 H2 가 성능에 미치는 영향)

  • Park, Kwang-Jin;Bae, Joong-Myeon
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.32 no.12
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    • pp.963-969
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    • 2008
  • The performance behavior of solid oxide fuel cell using $H_2$ and CO as fuels was investigated. The power densities and impedance results showed a little variation as the ratio of $H_2$ and CO changed. However, when the pure CO was used as a fuel, area specific resistance (ASR), especially low frequency region, was increased. This might be due to carbon deposition on anode. The maximum power density was 60% lower using CO than using $H_2$. Carbon deposition reduced after constant current was applied. The SOFC performance was recovered from the carbon deposition after applying constant current during 100h.

Guided Sequence Generation using Trie-based Dictionary for ASR Error Correction (음성 인식 오류 수정을 위한 Trie 기반 사전을 이용한 Guided Sequence Generation)

  • Choi, Junhwi;Ryu, Seonghan;Yu, Hwanjo;Lee, Gary Geunbae
    • Annual Conference on Human and Language Technology
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    • 2016.10a
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    • pp.211-216
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    • 2016
  • 현재 나오는 많은 음성 인식기가 대체로 높은 정확도를 가지고 있더라도, 음성 인식 오류는 여전히 빈번하게 발생한다. 음성 인식 오류는 관련 어플리케이션에 있어 많은 오동작의 원인이 되므로, 음성 인식 오류는 고쳐져야 한다. 본 논문에서는 Trie 기반 사전을 이용한 Guided Sequence Generation을 제안한다. 제안하는 모델은 목표 단어와 그 단어의 문맥을 Encoding하고, 그로부터 단어를 Character 단위로 Decoding하며 단어를 Generation한다. 올바른 단어를 생성하기 위하여, Generation 시에 Trie 기반 사전을 통해 유도한다. 실험을 위해 모델은 영어 TV 가이드 도메인의 말뭉치의 음성 인식 오류를 단순히 Simulation하여 만들어진 말뭉치로부터 훈련되고, 같은 도메인의 음성 인식 문장과 결과로 이루어진 병렬 말뭉치에서 성능을 평가하였다. Guided Generation은 Unguided Generation에 비해 14.9% 정도의 오류를 줄였다.

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The Vertical Motion Calculation of a Catamaran in Regular Waves (규칙파중(規則波中)에서의 쌍동선(雙胴船)의 수직운동성능계산(垂直運動性能計算))

  • G.S.,Yoon;H.S.,Choi;K.P.,Rhee
    • Bulletin of the Society of Naval Architects of Korea
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    • v.19 no.4
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    • pp.47-52
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    • 1982
  • The present paper gives numerical results of 2-D hydrodynamic forces on twin cylinders oscillating on a free surface in a deep water. The singularity distribution method is applied to determine a stream function. Based on the 2-D results the vertical motion responses of a catamaran model(ASR 5061) moving in regular head seas are estimated by using Ordinary Strip Method(O.S.M.). Numerical results show in general good agreements with Jones' theoretical and experimental results except those the resonance frequency.

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