• Title/Summary/Keyword: Quality measure

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Speech Recognition Accuracy Measure using Deep Neural Network for Effective Evaluation of Speech Recognition Performance (효과적인 음성 인식 평가를 위한 심층 신경망 기반의 음성 인식 성능 지표)

  • Ji, Seung-eun;Kim, Wooil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.12
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    • pp.2291-2297
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    • 2017
  • This paper describe to extract speech measure algorithm for evaluating a speech database, and presents generating method of a speech quality measure using DNN(Deep Neural Network). In our previous study, to produce an effective speech quality measure, we propose a combination of various speech measures which are highly correlated with WER(Word Error Rate). The new combination of various types of speech quality measures in this study is more effective to predict the speech recognition performance compared to each speech measure alone. In this paper, we describe the method of extracting measure using DNN, and we change one of the combined measure from GMM(Gaussican Mixture Model) score used in the previous study to DNN score. The combination with DNN score shows a higher correlation with WER compared to the combination with GMM score.

Quality grading measure for online Digital Contents Vitalization (온라인 디지털 콘텐츠 활성화를 위한 품질 평가 척도)

  • Kim, Jonghyuk
    • Journal of Digital Contents Society
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    • v.15 no.2
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    • pp.309-317
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    • 2014
  • This study developed contents quality grading measurement for helping contents developers, sales persons, consumers. After survey of 28 professionals and 89 contents related employees, this quality grading measurement was established. Also this quality grading measurement contains requirement of contents developers, sales persons, consumers by supporting detailed techical, contents, qualitative metadata.

Developing a Measurement Scale for User Evaluations of Internet Portal Sites (인터넷 포털 사이트에 대한 사용자 평가측정 도구의 개발)

  • 김현경;이문규;김해룡
    • The Journal of Society for e-Business Studies
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    • v.6 no.3
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    • pp.127-148
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    • 2001
  • As the Internet service is expanding rapidly, portal sites, a gateway tn the net, are attracting increasing attention these days. As the Internet service has expanded rapidly, so has the interest for portal sites,, which serve as a gateway to the net. Despite the tendency, however, research on a measure by which to evaluate the quality of portal sites or development of such measures has not been fully pursued. As online services, faced with profitability, are considering 'charge per view', the development of a set of quality evaluation measures for portal services will prove to become a valuable instrument in constructing competitive strategies that are vital for survival and growth of a firm. In that regard, this study aims to develop a set of evaluation measures for Internet portal sites by empirically investigating the most common offline measures for quality of services, SERVQUAL, retail SERVQUAL and other evaluation measures for IT-related online services. Moreover, the study offers the strategic implications of the defined measures.

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A Comparative Study of SERVQUAL and SERVPERF in Measuring the Fast Food Restaurants' Service Quality in Korea (한국 패스트푸드점 서비스품질 측정에 있어서 SERVQUAL과 SERVPERF의 비교 연구)

  • 장대성;박주영;김두복
    • Korean Management Science Review
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    • v.19 no.2
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    • pp.59-73
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    • 2002
  • There have been academic debates upon which measure is more desirable in measuring service quality between SERVQUAL and SERVPERF In addition, Korean fast food industry is rapidly growing due to increasing income and globalization. Our study tried to contribute to both academic and practical issues. We compared SERVQUAL and SERVPERF measures to determine which one is superior to measure service quality in Korean fast food franchise. We collected data from two branch restaurants of one American global fast food franchise system. Regression analyses resulted in that SERVPERF outperformed SERVQUAL. Furthermore, we compared the goodness of fit of the two structural equation models of SERVQUAL anO SERVPERF, respectively. The SERVPERF model showed a much better model fit than the SERVQUAL model did. Thus, we suggest that SERVPERF be used to measure service quality in Korean fast food industry.

Correlation Analysis of PESQ and MOS Evaluation for HMM-based Synthetic Korean Speech (HMM 기반의 한국어 합성음에 대한 PESQ 및 MOS 평가의 상관도 분석)

  • Lin, Cang-Song;Bae, Keun-Sung
    • Phonetics and Speech Sciences
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    • v.2 no.1
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    • pp.71-75
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    • 2010
  • The PESQ is an objective speech quality evaluation measure that is known to have a high correlation with a subjective speech quality measure such as MOS. To examine whether it could be useful as an objective quality measure of synthetic speech, we carried out both subjective evaluation tests with MOS and DMOS and an objective evaluation test with PESQ for HMM-based Korean synthetic speech signals and analyzed the correlation between them. Experimental results have shown that the PESQ has correlations of 0.87 with MOS and 0.92 with DMOS. It means that the PESQ holds much promise for evaluating the quality of synthetic Korean speech.

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Performance evaluation of quality management activity using activity based costing (활동중심원가계산을 이용한 품질관리활동의 성과평가)

  • 이홍우;이진춘
    • Journal of Korea Society of Industrial Information Systems
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    • v.7 no.1
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    • pp.1-9
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    • 2002
  • Though Quality Management(QM) is key determinant for corporate success as shown in Jappanese cases, however, its performance wasn't translated into the context of profitability, which is a good managerial means. Meanwhile the quality cost theory is a different attempt to measure the quality management performance with a financial scale, which doesnot have a reasonable measure. This study suggests a new approach to measure the performance of quality management using ABC(Activity-based Costing), and explains its usefulness with a case study.

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A Comparative Study on the Service Efficiency Index(SEI) and Service Quality Consistency Index(SQCI) using the SQI (SQI를 이용한 서비스효율성지수(SEI) 및 서비스품질 일관성지수(SQCI)의 비교연구)

  • Song, Gwang-Suk;Yoo, Han-Joo
    • Journal of Korean Society for Quality Management
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    • v.36 no.4
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    • pp.102-116
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    • 2008
  • The most widely used models to study the quality of service are the SERVQUAL and SERVPERF models that measure service mechanisms. This paper is to estimate service efficiency and consistency for Retail Industry. We tried to measure the service quality and overall satisfaction by using DEA and PCI, degree of combination and top2box which is a little bit different methodology from traditional ones. Rather than using the usual method of converting the service quality index by mean value, the Service Efficiency Index(SEI) and Service Quality Consistency Index(SQCI) are used to measure the efficiency and consistency level, which in turn can be used as the new service quality indices. The result of SEI and SQCI show the efficiency frontier in retail industry that 6 DMUs are analyzed relative efficient DMUs, 12DMUs are inefficient DMUs and retail Industry consistency level appeared low(0.35-0.47) Also, there is a significant difference in terms of efficiency and consistency in the each retail industry. Finally, we showed the summarized result as the Effi-Con Matrix.

Impact of Product and Service Quality on Service and Product Loyalty in a Automobile Industry (자동차의 제품 품질, 서비스 품질이 서비스 충성도, 제품 충성도에 미치는 영향에 대한 연구)

  • Bae, Hye Jeong;Rhim, Hosun;Shin, Hojung;Yang, In-Seok;Yoo, Seuck-Cheun
    • Journal of Korean Society for Quality Management
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    • v.40 no.4
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    • pp.599-614
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    • 2012
  • Purpose: We measure service quality based on service process, and examine relationships among product quality, product and service loyalty. Methods: We develop a construct to evaluate process based service quality. We collect data from customers of auto maintenance centers to measure perceived product quality, service and product quality. We test relationships between constructs using structural equation model and regression analysis. Results: Relationships among perceived-product quality, service quality, service loyalty, and product loyalty are all significant. Conclusion: Perceived-product quality has a indirect impact through service quality and loyalty in addition to a direct impact on product loyalty.

An study on quality evaluation of information services (정보서비스의 품질평가에 관한 고찰)

  • 김지훈
    • Journal of Korean Library and Information Science Society
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    • v.25
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    • pp.441-474
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    • 1996
  • Up to recently, information service have emphasized mainly on efficiencies of information collection, storage, process. But, now, many people take interest in criteria and evaluation on quality of information itself and its services because of growth of electronic materials and development of telecommunication. Especially, since the greater part of infomation is made gradually digital format, quality of information service regards as of great importance. This study attempts to investigate the quality problem in information services and its a n.0, pplication. Also, to su n.0, pport high quality, it is needed criteria of information services to evaluate and measure. To understand quality of information services, This articles deal with concept of quality on information related sector, quality management, the reason of importance of information quality, quality work of information services. There is little method to measure and evaluate quality of internet services. So it is necessary to study on internet quality, user's selection on its quality, and development on high quality site.

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A Study on the Comparison of Digital Speech Coding Performance (디지털 음성방식의 성능 비교에 대한 연구)

  • 배철수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.8
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    • pp.881-890
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    • 1992
  • Resonable speech quality assessment methodologies are required for speech quality assessment model which is used at speech system and communication network. There are objectlve measuies and subjective measures and subjective measure has the variousproblems in speech quality assessment methodologies. The objective of this study is to compare objective measures with subjective measure and obtain the objective measure as close as possible to subjective measure.

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