在男性药物使用者中普通话演讲的声学特征
Puyang Geng1, Ningxue Fan2, Rong Ling1
1Department of Audio, Video, and Electronic Forensics, Academy of Forensic Science, Shanghai, China; Shanghai Forensic Service Platform, Key Laboratory of Forensic Science, Ministry of Justice, Shanghai, China.
Journal of voice : official journal of the Voice Foundation
|October 12, 2023
概括
药物使用显著改变中国男性的语音产生,导致声音声和其他声学变化. 这项研究强调了吸毒者的言语障碍,影响了沟通,并为康复提供了见解.
科学领域:
- 语言学的语言学.
- 神经科学是一个神经科学.
- 语音科学 语言科学
背景情况:
- 吸毒成会对身体和精神健康产生严重影响.
- 之前的研究发现了吸毒者的语音感知缺陷.
- 药物对语音产生的影响仍未得到充分研究.
研究的目的:
- 为了研究中国男性吸毒者的言语声学特征.
- 为了确定药物使用如何影响语音生产参数.
- 为了确定药物使用的潜在语音生物标志物.
主要方法:
- 收集了160名男性吸毒者 (海洛因,胺,甲胺) 和55名健康对照者的语音录音.
- 对语音样本进行了声学分析.
- 用五个监督学习算法进行分类分析.
主要成果:
- 与对照人群相比,药物使用者显示F0标准偏差,声音强度和塞普斯特拉峰值突出程度降低.
- 吸毒者每秒显示出更高的H1-A3,更长的无声段,以及更少的发声段.
- 分类模型在区分毒品使用者方面达到>86%的准确性,在特定药物类型方面达到~70%,不同药物观察到不同的效果.
结论:
- 吸毒导致明显的语言障碍,包括声音,偏离规范的语言模式.
- 这项研究弥合了对中国男性药物诱导的言语产生变化的知识差距.
- 这些发现为药物排毒和语音康复策略提供了基础.
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