• Title/Summary/Keyword: Experimental bias

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Speech Parameters for the Robust Emotional Speech Recognition (감정에 강인한 음성 인식을 위한 음성 파라메터)

  • Kim, Weon-Goo
    • Journal of Institute of Control, Robotics and Systems
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    • v.16 no.12
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    • pp.1137-1142
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    • 2010
  • This paper studied the speech parameters less affected by the human emotion for the development of the robust speech recognition system. For this purpose, the effect of emotion on the speech recognition system and robust speech parameters of speech recognition system were studied using speech database containing various emotions. In this study, mel-cepstral coefficient, delta-cepstral coefficient, RASTA mel-cepstral coefficient and frequency warped mel-cepstral coefficient were used as feature parameters. And CMS (Cepstral Mean Subtraction) method were used as a signal bias removal technique. Experimental results showed that the HMM based speaker independent word recognizer using vocal tract length normalized mel-cepstral coefficient, its derivatives and CMS as a signal bias removal showed the best performance of 0.78% word error rate. This corresponds to about a 50% word error reduction as compare to the performance of baseline system using mel-cepstral coefficient, its derivatives and CMS.

Capacitance-Voltage Characteristics of MIS Capacitors Using Polymeric Insulators

  • Park, Jae-Hoon;Choi, Jong-Sun
    • Journal of Information Display
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    • v.9 no.2
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    • pp.1-4
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    • 2008
  • In this study, we investigate the capacitance-voltage (C-V) characteristics of metal-insulator-semiconductor (MIS) capacitors consisting of pentacene, as an organic semiconductor, and polymeric insulators such as poly(4-vinylphenol) (PVP) orpolystyrene (PS) prepared by spin-coating process, to analyze the interfacial characteristics between pentacene and polymeric insulators. Compared with the device with PS, the MIS capacitor with PVP exhibited a pronounced shift in the flat-band voltage according to the bias sweep direction. This hysteric feature in the C-V characteristics is thought to be attributed to the trapped charges at the interface between pentacene and PVP owing to the hydrophilicity of PVP. From the experimental results, we can conclude that surface polarity of polymeric insulator has a critical effect on the interfacial properties, thereby affecting the bias stability of organic thin-film transistors.

Low-Cost High-Efficiency PDP Sustaining Driver with a Resonance Bias Level Shift

  • Park, Kyung-Hwa;Yi, Kang-Hyun
    • Journal of Power Electronics
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    • v.13 no.5
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    • pp.779-786
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    • 2013
  • A highly efficient sustaining driver is proposed for plasma display panels (PDPs). When the PDP is charged and discharged, the proposed sustaining driver employs an address voltage source used in an addressing period. A voltage source is used for fully charging the panel to the sustaining voltage, and an initial inductor current helps the panel discharge to 0 V. The resonance between the panel and an inductor is made by shifting the voltage and current bias level when charging and discharging the panel. As a result, the proposed circuit can reduce power consumption, switching loss, heat dissipation, and production cost. Experimental results of a 42-inch PDP are provided to verify the operation and features of the proposed circuit.

A Study on the GaAs MESFET Model Parameter Extraction (GaAs MESFET 모델 매개변수 추출에 관한 연구)

  • 박의준;박진우
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.7
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    • pp.628-639
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    • 1991
  • A new efficient method for GaAs MESFET model parameter extraction is proposed, which is based on the bias dependance of each parameter characteristics derved from the analytic model. The requiremnts of the method are only small-signal S-parameter measurements under the three bias variations. Fixation of the linear model parameter values in the optimization process is made using the sensitivity information of the model parameter obtained by the weighted Broyden update method, it is to improve the uniqueness and reliablility of the solution. The validity of the extracted values of the FET model parameters is confirmed by comparing the simulation results with the experimental data.

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High Current Stress characteristics on Sequential Lateral Solidification (SLS) Poly-Si TFT

  • Jung, Kwan-Wook;Kim, Ung-Sik;Kang, Myoung-Ku;Choi, Pil-Mo;Lee, Su-Kyeong;Kim, Hyun-Jae;Kim, Chi-Woo;Jung, Kyu-Ha
    • 한국정보디스플레이학회:학술대회논문집
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    • 2003.07a
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    • pp.673-674
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    • 2003
  • The reliability of TFT, crystallized by sequential lateral solidification (SLS) technology, has been studied High current damage is characterized by high gate bias (-20V) and drain bias (-10V). It is found that performance of SLS TFTs is enhanced by high current stress up to 300 sec of stress time for 20/8 (W/L) N-TFT. After that, TFT performance is degraded with the increase of the stress time. It is speculated from the experimental data that SLS TFTs initially contain a number of unstable defect states. Then, the defect states seem to be cured by high current stress.

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Suppression of silicon clusters using a grid mesh under DC bias

  • Kim, Yonwon;Kang, Jun
    • Journal of Advanced Marine Engineering and Technology
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    • v.41 no.2
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    • pp.146-149
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    • 2017
  • Si clusters generated during the plasma chemical vapor deposition (CVD) process have a great influence on the quality of the fabricated films. In particular, in hydrogenated amorphous silicon thin films (a-Si:H) used for thin film solar cells, Si clusters are mainly responsible for light-induced degradation. In this study, we investigated the amount of clusters incorporated into thin films using a quartz crystal microbalance (QCM) and specially designed cluster eliminating filters, and investigated the effect of the DC grid mesh in preventing cluster incorporation. Experimental results showed that as the applied voltage of the grid mesh, which is placed between the electrode and the QCM, decreased, the number of clusters incorporated into the film decreased. This is due to the electrostatic force from the grid mesh bias, and this method is expected to contribute to the fabrication of high-quality thin films by preventing Si cluster incorporation.

Design of A Simple Disk-type 3-DOF Actuator (단순 원판형 평면 3자유도 액추에이터 설계)

  • Bach, Du-Jin;Kim, Ha-Yong;Kim, Seung-Jong
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.15 no.3 s.96
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    • pp.334-340
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    • 2005
  • A disk-type 3-DOF actuator which has new principle and very simple structure is proposed. Also it utilizes the relation of bias and control fluxes produced by permanent magnets and coils, respectively, like other conventional electromagnetic actuators, but its main feature is that both the coils and permanent magnets are fixed in the stator, which makes it easy to design the shape of moving part. Operating principle is that a moving disk is driven by reaction force of Lorentz force acting on the fixed equivalent coil. Simple analytic approach and FEM analysis are performed to determine the design parameters so as to increase the driving force and distance. And some experimental results show the feasibility of the proposed actuator.

Pooling shrinkage estimator of reliability for exponential failure model using the sampling plan (n, C, T)

  • Al-Hemyari, Z.A.;Jehel, A.K.
    • International Journal of Reliability and Applications
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    • v.12 no.1
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    • pp.61-77
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    • 2011
  • One of the most important problems in the estimation of the parameter of the failure model, is the cost of experimental sampling units, which can be reduced by using any prior information available about ${\theta}$, and devising a two-stage pooling shrunken estimation procedure. We have proposed an estimator of the reliability function (R(t)) of the exponential model using two-stage time censored data when a prior value about the unknown parameter (${\theta}$) is available from the past. To compare the performance of the proposed estimator with the classical estimator, computer intensive calculations for bias, mean squared error, relative efficiency, expected sample size and percentage of the overall sample size saved expressions, were done for varying the constants involved in the proposed estimator (${\tilde{R}}$(t)).

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System identification using the feedback loop (궤환 제어를 이용한 시스템 규명)

  • 정훈상;박영진
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.11a
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    • pp.409-412
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    • 2001
  • Identification of systems operating in closed loop has long been of prime interest in industrial applications. The fundamental problem with closed-loop data is the correlation between the unmeasurable noise and the input. This is the reason why several methods that work in open loop fail when applied to closed-loop data. The prediction error based approaches to the closed-loop system are divided to direct method and indirect method. Both of direct and indirect methods are known to be applied to the closed-loop data without critical modification. But the direct method induces the bias error in the experimental frequency response function and this bias error may deteriorates the parameter estimation performance

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Bias-voltage-dependent dynamic behavior of a STN LCD (바이어스 전압에 따른 STN LCD의 스위칭 특성)

  • 전인수;정태혁;윤태훈;김재창
    • Korean Journal of Optics and Photonics
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    • v.7 no.2
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    • pp.167-173
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    • 1996
  • In this paper, the voltage dependence of the dynamic characteristics in a STN LCD is investigated. From the measurement of the switching times for four STN LC cells under various applied voltages, it was found that the analytical equation for the switching times has a fixed proportional constant irrespective of sample parameters. We also investigated the dependence of the switching times on the bias voltage. Our theoretical results were in good agreement with above experimental results.

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