Speech recognition strategy for stress-induced speech

J. W. Gordon, D. L. Sanford
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Abstract

The impact of style variations, and in particular stress-induced variations, on speech recognition performance is discussed. The approach is threefold. First, databases of stress-induced speech are used to measure the recognition performance of humans and commercial devices. Second, acoustic-phonetic analysis of the data is done to determine correlations between style variations and recognition performance; such a analysis helps to determine how changes in strategic design might better accommodate prosodic variations. Third, these hypotheses are tested using development recognition systems.<>
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应激诱导语音识别策略
风格变化的影响,特别是压力诱导的变化,对语音识别性能进行了讨论。这种方法有三个方面。首先,使用压力诱导语音数据库来测量人类和商用设备的识别性能。其次,对数据进行声学-语音分析,以确定风格变化与识别性能之间的相关性;这种分析有助于确定策略设计的变化如何更好地适应韵律变化。第三,使用发展识别系统对这些假设进行检验。
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