• 제목/요약/키워드: Performance verification

검색결과 2,530건 처리시간 0.03초

On Effective Speaker Verification Based on Subword Model

  • Ahn, Sung-Joo;Kang, Sun-Mee;Ko, Han-Seok
    • 음성과학
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    • 제9권1호
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    • pp.49-59
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    • 2002
  • This paper concerns an effective text-dependent speaker verification method to increase the performance of speaker verification. While various speaker verification methods have already been developed, their effectiveness has not yet been formally proven in terms of achieving acceptable performance levels. This paper proposes a weighted likelihood procedure along with a confidence measure based on subword-based text-dependent speaker verification. Our aim is to remedy the low performance problem in speaker verification by exploring a means to strengthen the verification likelihood via subword-based hypothesis criteria and weighted likelihood method. Experimental results show that the proposed speaker verification method outperforms that of the speaker verification scheme without using the proposed decision by a factor of up to 1.6 times. From these results, the proposed speaker verification method is shown to be very effective and to achieve a reliable performance.

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가변 문턱치와 순차결정법을 통한 문맥요구형 화자확인 (Text-Prompt Speaker Verification using Variable Threshold and Sequential Decision)

  • 안성주;강선미;고한석
    • 음성과학
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    • 제7권4호
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    • pp.41-47
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    • 2000
  • This paper concerns an effective text-prompted speaker verification method to increase the performance of speaker verification. While various speaker verification methods have already been developed, their effectiveness has not yet been formally proven in terms of achieving an acceptable performance level. It is also noted that the traditional methods were focused primarily on single, prompted utterance for verification. This paper, instead, proposes sequential decision method using variable threshold focused at handling two utterances for text-prompted speaker verification. Experimental results show that the proposed speaker verification method outperforms that of the speaker verification scheme without using the sequential decision by a factor of up to 3 times. From these results, we show that the proposed method is highly effective and achieves a reliable performance suitable for practical applications.

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Simulation-based Design Verification for High-performance Computing System

  • Jeong Taikyeong T.
    • 한국멀티미디어학회논문지
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    • 제8권12호
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    • pp.1605-1612
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    • 2005
  • This paper presents the knowledge and experience we obtained by employing multiprocessor systems as a computer simulation design verification to study high-performance computing system. This paper also describes a case study of symmetric multiprocessors (SMP) kernel on a 32 CPUs CC-NUMA architecture using an actual architecture. A small group of CPUs of CC-NUMA, high-performance computer system, is clustered into a processing node or cluster. By simulating the system design verification tools; we discussed SMP OS kernel on a CC-NUMA multiprocessor architecture performance which is $32\%$ of the total execution time and remote memory access latency is occupied $43\%$ of the OS time. In this paper, we demonstrated our simulation results for multiprocessor, high-performance computing system performance, using simulation-based design verification.

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Test Plan for Anti-Jamming System Performance Evaluation

  • Park, Ji-Hee;Kwon, Seung Bok;Shin, Dong-Ho
    • Journal of Positioning, Navigation, and Timing
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    • 제4권1호
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    • pp.17-23
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    • 2015
  • With the increase in the risk of GPS jamming, the development and application of anti-jamming GPS techniques have been actively performed. As the objective performance verification of developed techniques is important, equipment development for verification and discussion on anti-jamming performance test method and procedure have also been conducted. However, most tests are related to the specification of equipment and therefore detailed procedure of the performance verification of an anti-jamming system needs to be developed. In this study, requirements for anti-jamming performance verification were described, and test configurations and performance evaluation items depending on three kinds of test methods (lab test, basic outdoor test, and chamber test) were suggested for anti-jamming performance verification.

배전 선로 부하예측 모델의 신뢰성 평가를 위한 비교 검증 시스템 (Development of Comparative Verification System for Reliability Evaluation of Distribution Line Load Prediction Model)

  • Lee, Haesung;Lee, Byung-Sung;Moon, Sang-Keun;Kim, Junhyuk;Lee, Hyeseon
    • KEPCO Journal on Electric Power and Energy
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    • 제7권1호
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    • pp.115-123
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    • 2021
  • Through machine learning-based load prediction, it is possible to prevent excessive power generation or unnecessary economic investment by estimating the appropriate amount of facility investment in consideration of the load that will increase in the future or providing basic data for policy establishment to distribute the maximum load. However, in order to secure the reliability of the developed load prediction model in the field, the performance comparison verification between the distribution line load prediction models must be preceded, but a comparative performance verification system between the distribution line load prediction models has not yet been established. As a result, it is not possible to accurately determine the performance excellence of the load prediction model because it is not possible to easily determine the likelihood between the load prediction models. In this paper, we developed a reliability verification system for load prediction models including a method of comparing and verifying the performance reliability between machine learning-based load prediction models that were not previously considered, verification process, and verification result visualization methods. Through the developed load prediction model reliability verification system, the objectivity of the load prediction model performance verification can be improved, and the field application utilization of an excellent load prediction model can be increased.

고성능 액체크로마토그래프 기기의 성능검증을 위한 밸리데이션 가이드라인에 대한 연구 (Investigation of Validation Guidelines for Performance Verification of High Performance Liquid Chromatograph)

  • 윤원남;이범규;이원재
    • 약학회지
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    • 제57권5호
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    • pp.362-368
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    • 2013
  • High performance liquid chromatograph (HPLC) is the most frequently used analytical instrument in analytical laboratories for pharmaceutical analysis. In order to provide a high level of assurance for reliable data generated from the HPLC analysis, the performance qualification of the HPLC system is required. For this purpose, the performance of HPLC system should be regularly monitored by examining the key functions of the typical HPLC system (solvent delivery system, injector system, column oven, UV-VIS detector system). We have investigated the validation guidelines of the performance verification of these key modules for HPLC system. And we proposed and evaluated its validation guidelines and the related verification methods for pharmaceutical analysis that could be practically applied in Korea.

Performance Verification Process for Introduction of Open Source Software -centered on introduction of Linux into the NEIS-

  • Kim Doo-Yeon;Kim Jong-Bae;Rhew Sung-Yul
    • 한국산업정보학회논문지
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    • 제11권3호
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    • pp.59-68
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    • 2006
  • Recently, introduction of Open Source Software into informatization of the government and public sector has been actively examined, however, Open Source Software is being rarely adopted due to the lack of verified and reliable data with regard to the criteria, process, performance and stability for introduction of Open Source Software. In this paper, the process, method and plan for performance verification for introduction of Open Source Software into mission critical systems of the government and public sector are suggested in order to solve the aforesaid problem Specially, a test system to judge whether or not to adopt Open Source Software in school affairs system of the NEIS(National Education Information System) of the Korean government was set up, and the method and process of performance verification by stage in addition to feasibility study were applied to the test system for verification. Based on the result of performance evaluation in the test system, the application of Linux to school affairs system of the NEIS is being successfully practiced. It is expected that this study will be a guideline to technical review process and performance verification method as necessary to introduce Open Source Software into the mission critical systems of government and public agencies.

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이동환경에서 치열영상과 음성을 이용한 멀티모달 화자인증 시스템 구현 (An Implementation of Multimodal Speaker Verification System using Teeth Image and Voice on Mobile Environment)

  • 김동주;하길람;홍광석
    • 전자공학회논문지CI
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    • 제45권5호
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    • pp.162-172
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    • 2008
  • 본 논문에서는 이동환경에서 개인의 신원을 인증하는 수단으로 치열영상과 음성을 생체정보로 이용한 멀티모달 화자인증 방법에 대하여 제안한다. 제안한 방법은 이동환경의 단말장치중의 하나인 스마트폰의 영상 및 음성 입력장치를 이용하여 생체 정보를 획득하고, 이를 이용하여 사용자 인증을 수행한다. 더불어, 제안한 방법은 전체적인 사용자 인증 성능의 향상을 위하여 두 개의 단일 생체인식 결과를 결합하는 멀티모달 방식으로 구성하였고, 결합 방법으로는 시스템의 제한된 리소스를 고려하여 비교적 간단하면서도 우수한 성능을 보이는 가중치 합의 방법을 사용하였다. 제안한 멀티모달 화자인증 시스템의 성능평가는 스마트폰에서 획득한 40명의 사용자에 대한 데이터베이스를 이용하였고, 실험 결과, 치열영상과 음성을 이용한 단일 생체인증 결과는 각각 8.59%와 11.73%의 EER를 보였으며, 멀티모달 화자인증 결과는 4.05%의 EER를 나타냈다. 이로부터 본 논문에서는 인증 성능을 향상하기 위하여 두 개의 단일 생체인증 결과를 간단한 가중치 합으로 결합한 결과, 높은 인증 성능의 향상을 도모할 수 있었다.

비행제어시스템 설계 및 검증 절차 (Flight Control System Design and Verification Process)

  • 김종섭
    • 제어로봇시스템학회논문지
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    • 제14권8호
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    • pp.824-836
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    • 2008
  • Relaxed static stability(RSS) concept has been applied to improve aerodynamic performance of modern version supersonic jet fighter aircraft. Therefore, flight control systems are necessary to stabilize an unstable aircraft, and provides adequate handling qualities and achieve performance enhancements. Standard FCSDVP (Flight Control System Design and Verification Process) is provided to reduce development period of the flight control system. In addition, if this process is employed in developing flight control system, it reduces the trial and error for development and verification of flight control system. This paper addresses the flight control system design and verification process for the RSS aircraft utilizing design goal based on military specifications, linear and nonlinear system design and verification based on universal software, handling quality test based on HILS(Hardware In-the-Loop Simulator) environment, and ground and flight test results to verify aircraft dynamic flight responses.