阿拉伯语语音质量评价平台

2021 8th International Conference on Electrical and Electronics Engineering (ICEEE) Pub Date : 2021-04-09 DOI:10.1109/ICEEE52452.2021.9415924

A. Amrouche, Khadidja Nesrine Boubakeur, Y. Bentrcia, K. Ferrat, Ahcène Abed, L. Falek

{"title":"阿拉伯语语音质量评价平台","authors":"A. Amrouche, Khadidja Nesrine Boubakeur, Y. Bentrcia, K. Ferrat, Ahcène Abed, L. Falek","doi":"10.1109/ICEEE52452.2021.9415924","DOIUrl":null,"url":null,"abstract":"The voice quality evaluation of communication systems is necessary for technical and commercial reasons for the expansion of digital networks, mobile or VoIP and speech synthesis systems. Voice quality can be evaluated using two types of methods: subjective MOS (Mean Opinion Score) and objective PESQ (Perceptual Evaluation Speech Quality). In this work, we propose a study of voice quality evaluation methods; in which a subjective and objective evaluation platform of voice quality is provided. We applied different tests used in the assessment of the speech signal quality to speech synthesis signal for the Arabic Language (GArabic: Generic Arabic). The listeners recognized the majority of changes of consonants and vowels in words and sentences with respective percentages of 98.26%, 92.97%. The comparison between MOS and PESQ tests gave a good correlation coefficient of 0.922.","PeriodicalId":429645,"journal":{"name":"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Voice Quality Evaluation Platform for the Arabic Language\",\"authors\":\"A. Amrouche, Khadidja Nesrine Boubakeur, Y. Bentrcia, K. Ferrat, Ahcène Abed, L. Falek\",\"doi\":\"10.1109/ICEEE52452.2021.9415924\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The voice quality evaluation of communication systems is necessary for technical and commercial reasons for the expansion of digital networks, mobile or VoIP and speech synthesis systems. Voice quality can be evaluated using two types of methods: subjective MOS (Mean Opinion Score) and objective PESQ (Perceptual Evaluation Speech Quality). In this work, we propose a study of voice quality evaluation methods; in which a subjective and objective evaluation platform of voice quality is provided. We applied different tests used in the assessment of the speech signal quality to speech synthesis signal for the Arabic Language (GArabic: Generic Arabic). The listeners recognized the majority of changes of consonants and vowels in words and sentences with respective percentages of 98.26%, 92.97%. The comparison between MOS and PESQ tests gave a good correlation coefficient of 0.922.\",\"PeriodicalId\":429645,\"journal\":{\"name\":\"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)\",\"volume\":\"47 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEEE52452.2021.9415924\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEEE52452.2021.9415924","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 3

摘要

由于数字网络、移动或VoIP和语音合成系统的扩展，通信系统的语音质量评估是必要的技术和商业原因。语音质量可以用两种方法来评估:主观的MOS(平均意见评分)和客观的PESQ(感知评价语音质量)。在这项工作中，我们提出了语音质量评价方法的研究;其中提供了语音质量的主客观评价平台。我们将用于评估语音信号质量的不同测试应用于阿拉伯语(GArabic:通用阿拉伯语)的语音合成信号。听者对单词和句子中辅音和元音变化的认知度最高，分别为98.26%和92.97%。MOS检验与PESQ检验的相关系数为0.922。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Voice Quality Evaluation Platform for the Arabic Language

The voice quality evaluation of communication systems is necessary for technical and commercial reasons for the expansion of digital networks, mobile or VoIP and speech synthesis systems. Voice quality can be evaluated using two types of methods: subjective MOS (Mean Opinion Score) and objective PESQ (Perceptual Evaluation Speech Quality). In this work, we propose a study of voice quality evaluation methods; in which a subjective and objective evaluation platform of voice quality is provided. We applied different tests used in the assessment of the speech signal quality to speech synthesis signal for the Arabic Language (GArabic: Generic Arabic). The listeners recognized the majority of changes of consonants and vowels in words and sentences with respective percentages of 98.26%, 92.97%. The comparison between MOS and PESQ tests gave a good correlation coefficient of 0.922.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2021 8th International Conference on Electrical and Electronics Engineering (ICEEE)

自引率

0.00%

发文量