• Title/Summary/Keyword: Performance Evaluations

Search Result 895, Processing Time 0.028 seconds

A New Pruning Method for Synthesis Database Reduction Using Weighted Vector Quantization

  • Kim, Sanghun;Lee, Youngjik;Keikichi Hirose
    • The Journal of the Acoustical Society of Korea
    • /
    • v.20 no.4E
    • /
    • pp.31-38
    • /
    • 2001
  • A large-scale synthesis database for a unit selection based synthesis method usually retains redundant synthesis unit instances, which are useless to the synthetic speech quality. In this paper, to eliminate those instances from the synthesis database, we proposed a new pruning method called weighted vector quantization (WVQ). The WVQ reflects relative importance of each synthesis unit instance when clustering the similar instances using vector quantization (VQ) technique. The proposed method was compared with two conventional pruning methods through the objective and subjective evaluations of the synthetic speech quality: one to simply limit maximum number of instance, and the other based on normal VQ-based clustering. The proposed method showed the best performance under 50% reduction rates. Over 50% of reduction rates, the synthetic speech quality is not seriously but perceptibly degraded. Using the proposed method, the synthesis database can be efficiently reduced without serious degradation of the synthetic speech quality.

  • PDF

A Study on the Structural Safety of Photovoltaic System Mounted on Balcony Railing (발코니 거치 태양광 발전장치의 구조적 안전성에 관한 연구)

  • Jo, Jeong-Jae;Chung, Yu-Gun
    • KIEAE Journal
    • /
    • v.12 no.2
    • /
    • pp.33-38
    • /
    • 2012
  • This study aims to evaluate the structural safety of the balcony photovoltaic systems easily installed or moved on the buildings. Also, the systems are controlled by solar altitudes focused on its mobility rather than high efficiency generation performance thereof. The results of the study are as follows. Two types of typical photovoltaic systems which can be mounted on the balcony are proposed, and, the sizes of the systems are designed to be adjusted within certain ranges of the frames in order to attach the various rail sizes. To evaluate the structural safety of the proposed systems, several simulation evaluations are performed on the safety evaluation standards by the Ministry of Construction-Transportation and KCI 2007. The results are that the proposed plans are reasonable in terms of stress and deflection in the structural aspects at the wind pressures of $1,907(N/m^2)$ of external wall surface under the condition of wind velocity higher than 25(m/s).

A Scheme for Return Channel Utilization for Efficient Download of Data Broadcasting Applications (데이터 방송 애플리케이션의 효율적 다운로드를 지원하는 리턴 채널 활용 기법)

  • Kang Seung-Mi;Sun Seungsang;Eom Young Ik
    • The KIPS Transactions:PartC
    • /
    • v.12C no.7 s.103
    • /
    • pp.1047-1056
    • /
    • 2005
  • The existing data broadcasting system has the mechanism that the receiving device should download repetitively the entire broadcasting application data until it acquires the whole of the application data. This mechanism takes long time for the download. To solve this problem this paper proposes a scheme that the device effectively downloads the missing parts of broadcasting application data through the return channel and shows the performance evaluations of the proposed scheme with respect to the experiment.

Flow Evaluations of Centrifugal Pump Impeller Using Commercial Code (상용코드를 이용한 원심펌프 임펠러 유동평가)

  • Shim, Chang-Yeul;Hong, Soon-Sam;Kang, Shin-Hyoung
    • 유체기계공업학회:학술대회논문집
    • /
    • 2000.12a
    • /
    • pp.285-292
    • /
    • 2000
  • Numerical calculation is applied to centrifugal pump at design condition by using commercial code STAR-CD and Tascflow, and these results are compared with experimental data at impeller outlet. Numerical analysis is also performed by changing turbulence model and discretization scheme at design condition using Tascflow. Turbulence model and discretization scheme used to Tascflow are k-$\epsilon$, k-$\omega$ turbulence model and upwind, modified linear profile scheme. W;th the same turbulence model and discretization scheme, two results of STAR-CD and Tascflow are very similar. But there is significant difference in numerical results near hub and shroud of impeller with different kinds of turbulent model and discretization scheme at design condition. And with k- $\omega$ turbulence model and modified linear profile scheme, it is showed that numerical results are very similar to experimental results of impeller outlet

  • PDF

Experimental Investigation on Machining Feasibility of Micro Patterns using a Single Crystal Diamond Tool (단결정 다이아몬드 공구를 이용한 미세 패턴 가공성에 대한 실험적 분석)

  • Kim, Hyun-Chul
    • Journal of the Korean Society of Manufacturing Process Engineers
    • /
    • v.11 no.5
    • /
    • pp.76-81
    • /
    • 2012
  • The continuing demand for increasingly slimmer and brighter liquid crystal display(LCD) panels has led to an increased focus on the role of the light guide panels(LGPs) or optical films that are used to obtain diffuse, uniform light from the backlight unit(BLU). And the most basic process in the production of such BLU components is the micromachining. LCD BLUs comprise various optical elements such as a LGP, diffuser sheet, prism sheet, and protector sheet with micro patterns. High aspect ratio patterns are required to reduce the number of sheets and enhance light efficiency, but there is a limit to the aspect ratio achievable for a given material and cutting tool. Therefore, this study comprised a series of experimental evaluations conducted to determine the machining feasibility in microcutting various aspect ratio patterns on electroless nickel plated die materials when using single-crystal diamond tools. Cutting performance was evaluated at various cutting speeds and depths of cut using different machining methods and machine tools.

Evaluation of running safety and measuring wheel/rail force for korean high speed railway vehicle (한국형 고속철도차량의 차륜/레일 작용력 측정 및 주행안전성 평가)

  • 함영삼;오택열;백영남
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2003.06a
    • /
    • pp.507-512
    • /
    • 2003
  • The railroad is a means of large transportation which has many latents such as a safety and a regularity. That is a results from various confidential performance tests and evaluations of the system. The railroad system consist of various subsystems - vehicle, power supply, signal, communications, track structures, operations, etc. Among them, as an item of safety evaluation there is a measurement of wheel/rail force, so called a measurement of derailment coefficient. This is a very important item because a derailment of a train will bring about a big accident. Especially it is more important in high speed rail of which operation speed is over two times as fast as existing rail. In this paper, it is introduced to preprocess the wheelset for measuring wheel/rail force of high speed rail, such as to treat a measuring wheelset, its finite element analysis, adhesion of strain gauges and static toad test, running test result of main line.

  • PDF

Development of Kinematic Analysis Technique for Structural Design of Single Arm type Pantograph (싱글암형 팬터그래프 구조설계를 위한 기구해석기법 개발)

  • Jeong, Gyeong-Ryeol;Park, Su-Hong;Kim, Hwi-Jun;Bae, Jeong-Chan
    • Transactions of the Korean Society of Mechanical Engineers A
    • /
    • v.25 no.4
    • /
    • pp.610-618
    • /
    • 2001
  • Pantograph, which collects current from cartenary system, is one of the important parts of high-speed train. Kinematic analysis is one of the key technologies for pantograph design and includes joint trajectories, reaction forces, and the required moment of main shaft calculations. The kinematic analysis, however, is very complex and time-consuming process. In this study PC based pantograph kinematic analysis software using graphical user interface tool was developed for the easy evaluations of kinematic characteristics necessary in pantograph design process.

A Comparative Study on Productivity of the Single PPM Quality Certification Company by using the Bootstrapped Malmquist Productivity Indices (부트스트랩 맘퀴스트 생산성지수를 이용한 Single PPM 인증기업의 생산성 비교 연구)

  • Song, Gwang-Seok;Yoo, Han-Joo
    • Proceedings of the Korean Society for Quality Management Conference
    • /
    • 2010.04a
    • /
    • pp.33-48
    • /
    • 2010
  • The purpose of this study is to empirically analyze the productivity change of the 10 Single PPM Certification Company in the 3 Industry(Electronics, Motor-Parts, Machines). In this study, Productivity change over the time in Korean small and medium sized firms in the 3 industries by the bootstrapped Malmquist Productivity Index(MPI). The traditional Malmquist Productivity Index(MPI) and Data Envelopment they could lead to wrong evaluations of the efficiency and productivity scores. In this paper, DEA and a MPI are combined with a bootstrap method in order to provide statistical inferences that analyze the performance of the Single PPM Certification Company. The data cover the period between 2004 and 2007. The result of this paper reveals : 1) The electronic industries(Motor-Parts, Machines). 2) average productivity Progress of the 7DMU(Electronics), 1DMU(Motor-Parts) and none(Machines).

  • PDF

Practical Considerations for Hardware Implementations of the Auditory Model and Evaluations in Real World Noisy Environments

  • Kim, Doh-Suk;Jeong, Jae-Hoon;Lee, Soo-Young;Kil, Rhee M.
    • The Journal of the Acoustical Society of Korea
    • /
    • v.16 no.1E
    • /
    • pp.15-23
    • /
    • 1997
  • Zero-Crossings with Peak Amplitudes(ZCPA) model motivated by human auditory periphery was proposed to extract reliable features speech signals even in noisy environments for robust speech recognition. In this paper, some practical considerations for digital hardware implementations of the ZCPA model are addressed and evaluated for recognition of speech corrupted by several real world noises as well as white Gaussian noise. Infinite impulse response(IIR) filters which constitute the cochliar filterbank of the ZCPA are replaced by hamming bandpass filters of which frequency responses are less similar to biological neural tuning curves. Experimental results demonstrate that the detailed frequency response of the cochlear filters are not critical to performance. Also, the sensitivity of the model output to the variations in microphone gain is investigated, and results in good reliability of the ZCPA model.

  • PDF

Analysis of Reduced-Width Truncated Mitchell Multiplication for Inferences Using CNNs

  • Kim, HyunJin
    • IEMEK Journal of Embedded Systems and Applications
    • /
    • v.15 no.5
    • /
    • pp.235-242
    • /
    • 2020
  • This paper analyzes the effect of reduced output width of the truncated logarithmic multiplication and application to inferences using convolutional neural networks (CNNs). For small hardware overhead, output width is reduced in the truncated Mitchell multiplier, so that fractional bits in multiplication output are minimized in error-resilient applications. This analysis shows that when reducing output width in the truncated Mitchell multiplier, even though worst-case relative error increases, average relative error can be kept small. When adopting 8 fractional bits in multiplication output in the evaluations, there is no significant performance degradation in target CNNs compared to existing exact and original Mitchell multipliers.