Lossy coding and bitrate effects on changes in formant frequencies in Japanese and English speech signals

M. Kucharski, Stefan Brachmański
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Abstract

Since speaker recognition and verification became heavily used technology, both in professional applications like forensics and more everyday ones, the question arose: what factors can impact results of those processes? One thing that may be important with respect to this subject is lossy coding, as some of the information contained in an original file is lost in the coding process. In the era of globalization, not only native languages or languages of neighboring countries are of interest to researchers, but also those quite far, especially from Asia – the biggest exporter of goods and services to Europe. Those economic relationships are usually connected with the interchange of personnel, which further shortens geographical distance. The article presents the results that are a continuation of research on the behavior of Japanese language formants. Earlier research focused on changes occurring for the first and second formants. This article presents changes observed for the third and fourth formants. The knowledge of these changes is indicated in the process of speaker identification in forensics using the spectrographic method. At the Department of Acoustics and Multimedia, Wroclaw University of Science and Technology and in many centers around the world, the auditoryspectrographic method is used, which is a combination of the aural and spectrographic methods. In the spectrographic part, a person is identified on the basis of a comparison of the formants’ trajectory.
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有损编码和比特率对日语和英语语音信号中声母频率变化的影响
自从扬声器识别和验证技术在取证等专业应用和更多日常应用中得到大量使用以来,问题就出现了:哪些因素会影响这些过程的结果?在这个问题上,有损编码可能是一个重要因素,因为在编码过程中会丢失原始文件中包含的一些信息。在全球化时代,研究人员感兴趣的不仅是母语或邻国的语言,还有那些相当遥远的语言,尤其是来自亚洲的语言--亚洲是欧洲最大的商品和服务出口国。这些经济关系通常与人员交流有关,从而进一步缩短了地理距离。本文介绍的结果是对日语声调行为研究的延续。早期的研究主要集中在第一和第二声母的变化上。本文介绍了观察到的第三和第四个声母的变化。对这些变化的了解有助于在使用光谱法进行法医鉴定的过程中识别说话人。弗罗茨瓦夫科技大学声学和多媒体系以及世界各地的许多中心都使用听觉光谱法,这是听觉法和光谱法的结合。在频谱法中,人的识别是基于对共振频率轨迹的比较。
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来源期刊
CiteScore
1.50
自引率
14.30%
发文量
0
审稿时长
12 weeks
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