• 제목/요약/키워드: CMN

검색결과 42건 처리시간 0.025초

잡음에 강인한 음성 인식을 위한 환경 파라미터 보상에 관한 연구 (A Study on Environment Parameter Compensation Method for Robust Speech Recognition)

  • 홍미정;이호웅
    • 한국ITS학회 논문지
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    • 제5권2호
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    • pp.1-10
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    • 2006
  • 본 논문에서는 강인한 음성인식 기술의 하나인 모델 파라미터 변환 기법 중 Carnegie Mellon University(1996)에서 Moreno가 제안한 최신 VTS(Vector Taylor Series) 알고리즘을 이용하여 주어진 잡음 환경에서 실험하였다. 이러한 VTS 알고리즘의 성능평가를 위해서 기존의 잡음 처리 방법 중 CMN(Cepstral Mean Normalization) 기법을 도입하였으며, 데시벨별로 설정한 백색 잡음과 거리잡음을 환경잡음으로 주어졌을 때의 인식률을 비교하였다. 또한 기존 Moreno가 제안한 실험환경의 인식 결과와 본 논문에서의 실험결과를 비교 분석하였다. 인식 알고리즘으로는 실시간 구현이 가능한 이산HMM(Hidden Markov Model)을 사용하였다.

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Role of telomere length in subtelomeric gene expression and its possible relation to cellular senescence

  • Hernandez-Caballero, E.;Herrera-Gonzalez, N.E.;Salamanca-Gomez, F.;Arenas-Aranda, D.J.
    • BMB Reports
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    • 제42권11호
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    • pp.747-751
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    • 2009
  • Transcriptional silencing of subtelomeric genes is associated with telomere length, which is correlated with age. Long and short telomeres in young and old people, respectively, coincide with gene repression and activation in each case. In addition, differential location of genes with respect to telomeres causes telomere position effect. There is very little evidence of the manner in which age-related telomere length affects the expression of specific human subtelomeric genes. We analyzed the relationship between telomere length and gene expression levels in fibroblasts derived from human donors at ages ranging from 0-70 years. We studied three groups of genes located between 100 and 150 kb, 200 and 250 kb, and >300 kb away from telomeres. We found that the chromatin modifier-encoding genes Eu-HMTase1, ZMYND11, and RASA3 were overexpressed in adults. Our results suggest that short telomere length-related overexpression of chromatin modifiers could underlie transcriptional changes contributing to cellular senescence.

채널보상기법 및 특징파라미터에 따른 한국어 연속숫자음 전화음성의 인식성능 비교 (Comparison of the recognition performance of Korean connected digit telephone speech depending on channel compensation methods and feature parameters)

  • 정성윤;김민성;손종목;배건성;김상훈
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2002년도 11월 학술대회지
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    • pp.201-204
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    • 2002
  • As a preliminary study for improving recognition performance of the connected digit telephone speech, we investigate feature parameters as well as channel compensation methods of telephone speech. The CMN and RTCN are examined for telephone channel compensation, and the MFCC, DWFBA, SSC and their delta-features are examined as feature parameters. Recognition experiments with database we collected show that in feature level DWFBA is better than MFCC and for channel compensation RTCN is better than CMN. The DWFBA+Delta_ Mel-SSC feature shows the highest recognition rate.

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전화망 환경에서 한국어 숫자음 인식을 위한 잡음처리 (Noise Reduction for Korean Connected Digit Recognition through Telephone Channel)

  • 김규홍;김회린
    • 대한음성학회:학술대회논문집
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    • 대한음성학회 2003년도 5월 학술대회지
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    • pp.211-214
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    • 2003
  • 일반적으로 음성 인식에서의 성능은 잡음의 영향으로 인하여 저하된다. 전화망을 통한 한국어 연속 숫자음 인식은 음성인식 분야에 있어서 어려운 영역에 속하는데, 이는 조음 현상으로 인한 인식률 저하되는 점과 전화망 채널의 영향으로 인하여 스펙트럼 포락이 왜곡되며 음성신호의 대역폭이 제한되기 때문이다. 본 논문에서는 잡음의 영향을 줄이기 위하여, 2WF(2-stage Wiener Filter) 와 SWP (SNR-dependent Waveform Processing) 그리고 CMN(Cepstrum Mean Normalization)을 사용하였다. 2WF는 음성 신호의 포만트 구조를 적게 왜곡시키면서 전체적인 가산잡음 뿐만 아니라 동적 가산잡음도 줄여준다. SWP는 음성파형에서 SNR값이 상대적으로 큰 부분을 강조하여 전체적인 SNR을 향상시킬 수 있다. 또한, CMN은 특징벡터로부터 채널잡음의 영향을 정규화하여 음성 인식 성능을 향상시킨다. 이러한 방법들을 전화망 한국어 연속 숫자음 DB를 이용하여 실험한 결과, 음성신호의 왜곡을 최소화하면서 잡음의 영향을 줄여 전화망에서의 숫자음 인식 성능을 향상시킬 수 있었다.

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마이크로파 공진자용$Ba_{1-x}A_x(Mg_{1/3}Nb_{2/3})O_3$(A = Sr, Ca) (The Dielectric Properties of $Ba_{1-x}A_x(Mg_{1/3}Nb_{2/3})O_3$(A=Sr, Ca) Ceramics for Microwave Resonator)

  • 김부근;김재윤;김강언;정수태;조상희
    • 한국전기전자재료학회논문지
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    • 제13권6호
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    • pp.478-484
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    • 2000
  • The structural changes and the microwave dielectric properties of $Ba_{1-x}$/A$_{x}$/(Mg$_{1}$3//Nb$_{2}$3/)O$_3$(A=Sr, Ca=x0, 0.2, 0.4, 0.6, 0.8, 1.0) were investigated. The densities of samples are gradually decreased with increasing x(BMN=6.1, SMN=5.22 and CMN=4.26 g/m$^3$)The crystal structure of BMN was untilting of oxygen octahedral. The structural changes of BSMN showed the antiphase tilting at x>0.4, and those of BCMN showed the antiphase tilting at 0.20.8. The variation of dielectric constant with Sr was small(BMN=32, SMN=30) However the variation with Ca was large the highest value was 42 at Ca=0.2(CMN=25) The maximum quality factor was 68,000 GHz at Sr=0.2 and the minimum quality factor was 3,000 GHz at Ca=0.2 (BMN=35,000, SMN=20,000 and CMN=23,000 GHz) The temperature coefficients of resonant frequency of BSMN were about 2 times larger than those of BCMN in all composition.ion.

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Genetic Algorithm based Resource Management for Cognitive Mesh Networks with Real-time and Non-real-time Services

  • Shan, Hangguan;Ye, Ziyun;Bi, Yuanguo;Huang, Aiping
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권8호
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    • pp.2774-2796
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    • 2015
  • Quality-of-service (QoS) provisioning for a cognitive mesh network (CMN) with heterogeneous services has become a challenging area of research in recent days. Considering both real-time (RT) and non-real-time (NRT) traffic in a multihop CMN, [1] studied cross-layer resource management, including joint access control, route selection, and resource allocation. Due to the complexity of the formulated resource allocation problems, which are mixed-integer non-linear programming, a low-complexity yet efficient algorithm was proposed there to approximately solve the formulated optimization problems. In contrast, in this work, we present an application of genetic algorithm (GA) to re-address the hard resource allocation problems studied in [1]. Novel initialization, selection, crossover, and mutation operations are designed such that solutions with enough randomness can be generated and converge with as less number of attempts as possible, thus improving the efficiency of the algorithm effectively. Simulation results show the effectiveness of the newly proposed GA-based algorithm. Furthermore, by comparing the performance of the newly proposed algorithm with the one proposed in [1], more insights have been obtained in terms of the tradeoff among QoS provisioning for RT traffic, throughput maximization for NRT traffic, and time complexity of an algorithm for resource allocation in a multihop network such as CMN.

CMnAl TRIP Steel Surface Modification During CGL Processing

  • Gong, Y.F.;Lee, Y.R.;Kim,, Han-S.;Cooman, B.C.De
    • Corrosion Science and Technology
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    • 제9권2호
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    • pp.81-86
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    • 2010
  • The mechanisms of selective oxidation of intercritically annealed CMnAl TRIP steels in a Continuous Galvanizing Line (GCL) were studied by cross-sectional observation of the surface and sub-surface regions by means of High Resolution Transmission Electron Microscopy (HR-TEM). The selective oxidation and nitriding of an intercritically annealed CMnAl TRIP steel in a controlled dew point 10%$H_2+N_2$ atmosphere resulted in the formation of c-xMnO.$MnO_2$ (1${\leq}$x<3) and c-xMnO.$Al_2O_3$ ($x{\geq}1$) particles on the steel surface. Single crystal c-xMnO.$SiO_2$ ($2{\leq}x{\leq}4$) oxide particles were also observed on the surface. A thin film of crystalline c-xMnO.$SiO_2$ (2${\leq}$x<3) and c-xMnO.$Al_2O_3$ ($x{\geq}1$) was present between these particles. In the sub-surface region, internal oxidation, nitriding and intermetallic compound formation were observed. In the first region, large crystalline c-xMnO.$SiO_2$ ($1{\geq}x{\geq}2$) and c-xMnO.$Al_2O_3$ ($x{\geq}1$) oxides particles were present. In the second region, c-AlN particles were observed, and in a third region, small $MnAl_x$ (x>1) intermetallic compound particles were observed.

주파수 호핑방식 무선 LAN의 PLCP 계층 회로 설계 (Circuit Design of Frquency Hopping Wireless LAN PLCP Sublayer)

  • 최해욱;김경수;기장근;조현묵
    • 한국통신학회논문지
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    • 제23권8호
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    • pp.1941-1951
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    • 1998
  • 본 논문은 IEEE 802.11 주파수 호핑방식 무선 LAN 규격에 적합한 프로토콜 프로세서 설계 연구의 일환으로, 물리계층의 PLCP(Physical Layer Convergence Protocol) 프로토콜 기능을 하드웨어로 설계하였다. 설계 환경으로는 UNIX 환경하에서 COMPASS 틀을 사용하였으며, $0.8\mu\textrm{m}$ CMOS 공정인 cmn8a technology를 이용하였다. 결과적으로 사용된 전체 게이트 수는 약 6300 게이트 정도이며, 전체 칩 면적은 약 $2.5{\times}2.5mm^2$ 정도이다. 개발된 PLCP 부계층 회로는 IEEE 802.11 무선 LAN 주파수 호핑방식 규격에서 규정한 내용을 만족시키도록 설계되었으며, 전송속도는 1Mbps를 갖는다. 설계된 회로의 기능 검증을 위해 COMPASS 틀 상에서 2개의 PLCP 칩을 상호 연결한 회로를 구성하고 시뮬레이션을 통해 데이터를 송수신 하도록 함으로써 모든 기능이 정상적으로 동작함을 확인하였다.

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