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Preliminary Analysis of Human Factors Affecting the Recognition Accuracy of a Discrete Word Recognizer for C3 Systems

机译：影响C3系统离散词识别器识别准确性的人为因素初探

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Literature pertaining to Voice Recognition abounds with information relevant to the assessment of transitory speech recognition devices. In the past, engineering requirements have dictated the path this technology followed. But, other ractors do exist that influence recognition accuracy. This thesis explores the impact of Human Factors on the successful recognition of speech, principally addressing the differences or variability among users. A Threshold Technology T-600 was used for a 100 utterance vocubalary to test 44 subjects. A statistical analysis was conducted on 5 generic categories of Human Factors: Occupational, Operational, Psychological, Physiological and Personal. How the equipment is trained and the experience level of the speaker were found to be key characteristics influencing recognition accuracy. To a lesser extent computer experience, time or week, accent, vital capacity and rate of air flow, speaker cooperativeness and anxiety were found to affect overall error rates.

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作者
Yellen, H. W.;
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年度 1983
页码 p.1-191
总页数 191
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Speech recognition; Human factors engineering; Command and control systems; Computer applications; Word recognition; Man machine systems; Statistical analysis; Threshold effects; Performance(Human); Accuracy; Military applications; Statistical tests; Variables;

机译：语音识别;人因工程;指挥控制系统;计算机应用;字识别;人机系统;统计分析;门限效应;性能（人）;准确性;军事应用;统计测试;变量;

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1. Intelligibility Assessment and Speech Recognizer Word Accuracy Rate Prediction for Dysarthric Speakers in a Factor Analysis Subspace [J] . DAVID MARTINEZ, EDUARDO LLEIDA, PHIL GREEN, ACM transactions on accessible computing . 2015,第3期

机译：因素分析子空间中发音异常的说话人的清晰度评估和语音识别器单词准确率预测
2. Molecular mechanisms of target recognition in an innate immune system: interactions among factor H, C3b, and target in the alternative pathway of human complement. [J] . Pangburn MK, Pangburn KL, Koistinen V, The Journal of Immunology: Official Journal of the American Association of Immunologists . 2000,第9期

机译：先天性免疫系统中靶标识别的分子机制：H因子，C3b和人类补体旁路中靶标之间的相互作用。
3. Molecular Mechanisms of Target Recognition in an Innate Immune System: Interactions Among Factor H, C3b, and Target in the Alternative Pathway of Human Complement [J] . Michael K. Pangburn, Kerry L. W. Pangburn, Vesa Koistinen, The journal of immunology . 2000,第9期

机译：先天性免疫系统中目标识别的分子机制：因子H，C3b和人类补体的替代途径中的目标之间的相互作用。
4. Preliminary Results from the Human Factors Evaluation of the Radar Analysis and Display System During the Summer 1994 Operational Test in Phoenix [C] . John M. Jarboe, Randy M. Steadham, Arasendran Sellakannu, WSR-88D USERS' conference; 19941011-14; Norman, OK(US) . 1994

机译：1994年夏季凤凰城运行测试中雷达分析和显示系统人为因素评估的初步结果
5. Where is the locus of difficulty in recognizing foreign-accented words? Neighborhood density and phonotactic probability effects on the recognition of foreign-accented words by native English listeners. [D] . Chan, Kit Ying. 2012

机译：识别带有外音的单词的困难之处在哪里？邻域密度和音律概率对英语母语的听众识别异味单词的影响。
6. Words from spontaneous conversational speech can be recognized with human-like accuracy by an error-driven learning algorithm that discriminates between meanings straight from smart acoustic features bypassing the phoneme as recognition unit [O] . Denis Arnold, Fabian Tomaschek, Konstantin Sering, -1

机译：通过错误驱动的学习算法可以区分自发会话语音中的单词其准确性与人类类似可以从智能声学特征中区分出含义而绕过音素作为识别单元
7. Words from spontaneous conversational speech can be recognized with human-like accuracy by an error-driven learning algorithm that discriminates between meanings straight from smart acoustic features, bypassing the phoneme as recognition unit [O] . Arnold Denis, Tomaschek Fabian, Sering Konstantin, 2017

机译：通过错误驱动的学习算法，可以区分自发会话语音中的单词，其准确性与人类类似，可以从智能声学特征中直接区分出含义，而绕过音素作为识别单元

Preliminary Analysis of Human Factors Affecting the Recognition Accuracy of a Discrete Word Recognizer for C3 Systems

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