酒精对声音超节段特征的影响

G. W. Wakista, S. Abhayarathne, Gihan T. Mendis, Shiromi Arunatileka, K. Sandaruwan, S. Gunawardena, R. Fernando
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引用次数: 0

摘要

酒精的影响因人而异。由于运动协调性在醉酒状态下受损,它会影响一个人的语言表达。其中一个常见的问题是;是否有可能通过观察一个人的语言模式来检测他们是否喝醉了,如果可以,是否可以用来确定醉酒的程度?为了验证这一假设,研究人员仔细挑选了健康的僧伽罗本土男性。在清醒和醉酒的情况下进行语音记录和相关的呼气酒精浓度(BrAC)水平。分析了录音的超片段特征,如基频(F0)、持续时间、抖动、闪烁等。根据样本的BrAC水平,将样本分为5个均匀分布的范围,以确定不同BrAC范围内的超分段特征行为。通过计算每个说话人的中位数和四分之一五分位数距离,对提取的特征进行统计分析。在增加的中毒中发现了一些统计上显著的变化;主要结果包括F0增大、强度减小、浊音与浊音之比增大等。最后,尽管可以得出结论,随着醉酒程度的增加,言语超分词会发生某些变化,但这些模式不能被视为普遍存在,因为少数受试者没有表现出变化或表现出负面变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effect of alcohol on suprasegmental features of voice
The effects of alcohol vary from individual to individual. Since motor co-ordination is impaired under intoxication, it affects an individual's speech production. One of the common questions which arise is; whether is it possible to detect whether a person is intoxicated by observing their speech patterns and if so can it be used to determine the degree of intoxication? To test this hypothesis, healthy male native Sinhala speakers were carefully sorted out. Speech recordings and associated Breath Alcohol Concentration (BrAC) levels were taken under sober and intoxicated condition. The suprasegmental features of the audio recordings such as Fundamental frequency (F0), duration, jitter, shimmer, etc. were analysed. The collected samples were categorized into five evenly distributed ranges according to their BrAC level in order to identify behaviour of suprasegmental features at different BrAC ranges. The extracted features were statistically analysed by calculating the median and quarter-quintile distance for each speaker. Several statistically significant changes were found for increasing intoxication; primary results include increased F0, decreased intensity, and increased voiced to unvoiced ratio, etc. Finally, although it may be concluded that certain changes in speech suprasegmentals will occur as a function of increasing intoxication, these patterns cannot be viewed as universal since a few subjects exhibited no or negative changes.
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