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ACHIEVING ACCEPTABLE ACCURACY IN A LOW-COST, ASSISTIVE NOTE-TAKING, SPEECH TRANSCRIPTION SYSTEM

机译:在低成本,辅助笔记,语音转录系统中实现可接受的准确性

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Recent advancements in speech recognition technology and the widespread availability of inexpensive computers mean that real-time transcription in the classroom is becoming practical. This paper reports on the accuracy and readability achieved using a low-cost speech transcription system that assists deaf and hard-of-hearing students with note-taking. The design is presented for a system that attempts to balance issues of availability and cost with usability and accuracy to provide a viable and fully automatic alternative to a human signer or note taker. While this study focuses on empirical measures of design choices and accuracy, anecdotal results are also presented, with particular attention paid to the practical trade-offs between cost, accuracy and readability of a real-time transcription system.
机译:语音识别技术的最新发展以及廉价计算机的广泛普及意味着教室中的实时转录正变得实用。本文报告了使用低成本语音转录系统实现的准确性和可读性,该系统可帮助聋哑和听力困难的学生做笔记。提出的设计是针对一种试图在可用性和成本问题与可用性和准确性之间取得平衡,以提供一种可行的,全自动的替代人工签名者或笔记记录者的系统。尽管本研究的重点是设计选择和准确性的经验指标,但也提供了轶事结果,并特别关注了实时转录系统的成本,准确性和可读性之间的实际取舍。

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