A Study on Prosody of Vietnamese Emotional Speech

Thi Duyen Ngo, T. D. Bui
{"title":"A Study on Prosody of Vietnamese Emotional Speech","authors":"Thi Duyen Ngo, T. D. Bui","doi":"10.1109/KSE.2012.19","DOIUrl":null,"url":null,"abstract":"This paper describes the analyses of the prosody of Vietnamese emotional speech, accomplished to find the relations between prosodic variations and emotional states in Vietnamese speech. These relations were obtained by investigating the variations of prosodic features in Vietnamese emotional speech in comparison with prosodic features of neutral speech. The analyses were performed on a multi-style emotional speech database which consisted of Vietnamese sentences uttered in different styles. Specifically, four emotional styles were considered: happiness, sadness, cold anger, and hot anger. Speech data in the neutral style were also collected, and prosodic differences of each style with respect to this neutral baseline were quantified. The acoustic features related to prosody which were investigated were fundamental frequency, power, and duration. According to the analysis results, for each speaker of the database, a set of prosodic variation coefficients was produced for each emotional style. This will help for bringing emotions into Vietnamese synthesized speech, making them more natural.","PeriodicalId":122680,"journal":{"name":"2012 Fourth International Conference on Knowledge and Systems Engineering","volume":"456 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Fourth International Conference on Knowledge and Systems Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KSE.2012.19","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

This paper describes the analyses of the prosody of Vietnamese emotional speech, accomplished to find the relations between prosodic variations and emotional states in Vietnamese speech. These relations were obtained by investigating the variations of prosodic features in Vietnamese emotional speech in comparison with prosodic features of neutral speech. The analyses were performed on a multi-style emotional speech database which consisted of Vietnamese sentences uttered in different styles. Specifically, four emotional styles were considered: happiness, sadness, cold anger, and hot anger. Speech data in the neutral style were also collected, and prosodic differences of each style with respect to this neutral baseline were quantified. The acoustic features related to prosody which were investigated were fundamental frequency, power, and duration. According to the analysis results, for each speaker of the database, a set of prosodic variation coefficients was produced for each emotional style. This will help for bringing emotions into Vietnamese synthesized speech, making them more natural.
越南语情感言语的韵律研究
本文通过对越南语情感言语的韵律分析,发现越南语言语的韵律变化与情感状态之间的关系。这些关系是通过对比越南语情感言语和中性言语的韵律特征而得出的。对不同风格的越南语句子组成的多风格情感言语数据库进行分析。具体来说,研究人员考虑了四种情绪类型:快乐、悲伤、冷怒和热怒。还收集了中性风格的语音数据,并量化了每种风格相对于中性基线的韵律差异。与韵律相关的声学特征被研究为基频、功率和持续时间。根据分析结果,对数据库中的每个说话人,针对每种情绪风格产生一组韵律变化系数。这将有助于把情感带入越南语合成语音,使其更自然。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信